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Flores R, Huneau C, Burlot L, Lainé M, Kimmel E, Pommier C, Alaux M, Adam-Blondon AF, Pont C, Quesneville H, Salse J. SyntenyViewer: a comparative genomics-driven translational research tool. Database (Oxford) 2023; 2023:7158385. [PMID: 37159239 PMCID: PMC10167986 DOI: 10.1093/database/baad027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Revised: 03/18/2023] [Accepted: 04/14/2023] [Indexed: 05/10/2023]
Abstract
SyntenyViewer is a public web-based tool relying on a relational database available at https://urgi.versailles.inrae.fr/synteny delivering comparative genomics data and associated reservoir of conserved genes between angiosperm species for both fundamental (evolutionary studies) and applied (translational research) applications. SyntenyViewer is made available for (i) providing comparative genomics data for seven major botanical families of flowering plants, (ii) delivering a robust catalog of 103 465 conserved genes between 44 species and inferred ancestral genomes, (iii) allowing us to investigate the evolutionary fate of ancestral genes and genomic regions in modern species through duplications, inversions, deletions, fusions, fissions and translocations, (iv) use as a tool to conduct translational research of key trait-related genes from model species to crops and (v) offering to host any comparative genomics data following simplified procedures and formats Database URL https://urgi.versailles.inrae.fr/synteny.
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Affiliation(s)
- Raphael Flores
- Université Paris-Saclay, INRAE, URGI, Versailles 78026, France
- Plant Bioinformatics Facility, Université Paris-Saclay, INRAE, BioinfOmics, Versailles 78026, France
| | - Cécile Huneau
- UCA, INRAE, GDEC 1095, Clermont-Ferrand 63000, France
| | - Laura Burlot
- Université Paris-Saclay, INRAE, URGI, Versailles 78026, France
| | - Mathilde Lainé
- Université Paris-Saclay, INRAE, URGI, Versailles 78026, France
| | - Erik Kimmel
- Université Paris-Saclay, INRAE, URGI, Versailles 78026, France
- Plant Bioinformatics Facility, Université Paris-Saclay, INRAE, BioinfOmics, Versailles 78026, France
| | - Cyril Pommier
- Université Paris-Saclay, INRAE, URGI, Versailles 78026, France
- Plant Bioinformatics Facility, Université Paris-Saclay, INRAE, BioinfOmics, Versailles 78026, France
| | - Michael Alaux
- Université Paris-Saclay, INRAE, URGI, Versailles 78026, France
- Plant Bioinformatics Facility, Université Paris-Saclay, INRAE, BioinfOmics, Versailles 78026, France
| | - Anne-Françoise Adam-Blondon
- Université Paris-Saclay, INRAE, URGI, Versailles 78026, France
- Plant Bioinformatics Facility, Université Paris-Saclay, INRAE, BioinfOmics, Versailles 78026, France
| | - Caroline Pont
- UCA, INRAE, GDEC 1095, Clermont-Ferrand 63000, France
| | - Hadi Quesneville
- Université Paris-Saclay, INRAE, URGI, Versailles 78026, France
- Plant Bioinformatics Facility, Université Paris-Saclay, INRAE, BioinfOmics, Versailles 78026, France
| | - Jerome Salse
- UCA, INRAE, GDEC 1095, Clermont-Ferrand 63000, France
- Université Paris-Saclay, INRAE, URGI, Versailles 78026, France
- Plant Bioinformatics Facility, Université Paris-Saclay, INRAE, BioinfOmics, Versailles 78026, France
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2
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Rech GE, Radío S, Guirao-Rico S, Aguilera L, Horvath V, Green L, Lindstadt H, Jamilloux V, Quesneville H, González J. Population-scale long-read sequencing uncovers transposable elements associated with gene expression variation and adaptive signatures in Drosophila. Nat Commun 2022; 13:1948. [PMID: 35413957 PMCID: PMC9005704 DOI: 10.1038/s41467-022-29518-8] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 03/15/2022] [Indexed: 12/16/2022] Open
Abstract
High quality reference genomes are crucial to understanding genome function, structure and evolution. The availability of reference genomes has allowed us to start inferring the role of genetic variation in biology, disease, and biodiversity conservation. However, analyses across organisms demonstrate that a single reference genome is not enough to capture the global genetic diversity present in populations. In this work, we generate 32 high-quality reference genomes for the well-known model species D. melanogaster and focus on the identification and analysis of transposable element variation as they are the most common type of structural variant. We show that integrating the genetic variation across natural populations from five climatic regions increases the number of detected insertions by 58%. Moreover, 26% to 57% of the insertions identified using long-reads were missed by short-reads methods. We also identify hundreds of transposable elements associated with gene expression variation and new TE variants likely to contribute to adaptive evolution in this species. Our results highlight the importance of incorporating the genetic variation present in natural populations to genomic studies, which is essential if we are to understand how genomes function and evolve. Even in well-studied species, there is still substantial natural genetic variation that has not been characterized. Here, the authors use long read sequencing to discover transposable elements in the Drosophila genome not detected by short read sequencing, and link them to gene expression.
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Affiliation(s)
- Gabriel E Rech
- Institute of Evolutionary Biology (CSIC-Universitat Pompeu Fabra), 08003, Barcelona, Spain
| | - Santiago Radío
- Institute of Evolutionary Biology (CSIC-Universitat Pompeu Fabra), 08003, Barcelona, Spain
| | - Sara Guirao-Rico
- Institute of Evolutionary Biology (CSIC-Universitat Pompeu Fabra), 08003, Barcelona, Spain
| | - Laura Aguilera
- Institute of Evolutionary Biology (CSIC-Universitat Pompeu Fabra), 08003, Barcelona, Spain
| | - Vivien Horvath
- Institute of Evolutionary Biology (CSIC-Universitat Pompeu Fabra), 08003, Barcelona, Spain
| | - Llewellyn Green
- Institute of Evolutionary Biology (CSIC-Universitat Pompeu Fabra), 08003, Barcelona, Spain
| | - Hannah Lindstadt
- Institute of Evolutionary Biology (CSIC-Universitat Pompeu Fabra), 08003, Barcelona, Spain
| | | | | | - Josefa González
- Institute of Evolutionary Biology (CSIC-Universitat Pompeu Fabra), 08003, Barcelona, Spain.
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3
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Ben Amara W, Quesneville H, Khemakhem MM. A Genomic Survey of Mayetiola destructor Mobilome Provides New Insights into the Evolutionary History of Transposable Elements in the Cecidomyiid Midges. PLoS One 2021; 16:e0257996. [PMID: 34634072 PMCID: PMC8504770 DOI: 10.1371/journal.pone.0257996] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 09/16/2021] [Indexed: 11/19/2022] Open
Abstract
The availability of the Whole-Genome Sequence of the wheat pest Mayetiola destructor offers the opportunity to investigate the Transposable Elements (TEs) content and their relationship with the genes involved in the insect virulence. In this study, de novo annotation carried out using REPET pipeline showed that TEs occupy approximately 16% of the genome and are represented by 1038 lineages. Class II elements were the most frequent and most TEs were inactive due to the deletions they have accumulated. The analyses of TEs ages revealed a first burst at 20% of divergence from present that mobilized many TE families including mostly Tc1/mariner and Gypsy superfamilies and a second burst at 2% of divergence, which involved mainly the class II elements suggesting new TEs invasions. Additionally, 86 TEs insertions involving recently transposed elements were identified. Among them, several MITEs and Gypsy retrotransposons were inserted in the vicinity of SSGP and chemosensory genes. The findings represent a valuable resource for more in-depth investigation of the TE impact onto M. destructor genome and their possible influence on the expression of the virulence and chemosensory genes and consequently the behavior of this pest towards its host plants.
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Affiliation(s)
- Wiem Ben Amara
- Laboratory of Biochemistry and Biotechnology (LR01ES05), Faculty of Sciences of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Hadi Quesneville
- INRAE, URGI, Université Paris-Saclay, Versailles, France
- INRAE, BioinfOmics, Plant Bioinformatics Facility, Université Paris-Saclay, Versailles, France
| | - Maha Mezghani Khemakhem
- Laboratory of Biochemistry and Biotechnology (LR01ES05), Faculty of Sciences of Tunis, University of Tunis El Manar, Tunis, Tunisia
- * E-mail:
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4
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Elliott TA, Heitkam T, Hubley R, Quesneville H, Suh A, Wheeler TJ. TE Hub: A community-oriented space for sharing and connecting tools, data, resources, and methods for transposable element annotation. Mob DNA 2021; 12:16. [PMID: 34154643 PMCID: PMC8215825 DOI: 10.1186/s13100-021-00244-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 06/03/2021] [Indexed: 12/16/2022] Open
Abstract
Transposable elements (TEs) play powerful and varied evolutionary and functional roles, and are widespread in most eukaryotic genomes. Research into their unique biology has driven the creation of a large collection of databases, software, classification systems, and annotation guidelines. The diversity of available TE-related methods and resources raises compatibility concerns and can be overwhelming to researchers and communicators seeking straightforward guidance or materials. To address these challenges, we have initiated a new resource, TE Hub, that provides a space where members of the TE community can collaborate to document and create resources and methods. The space consists of (1) a website organized with an open wiki framework, https://tehub.org , (2) a conversation framework via a Twitter account and a Slack channel, and (3) bi-monthly Hub Update video chats on the platform's development. In addition to serving as a centralized repository and communication platform, TE Hub lays the foundation for improved integration, standardization, and effectiveness of diverse tools and protocols. We invite the TE community, both novices and experts in TE identification and analysis, to join us in expanding our community-oriented resource.
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Affiliation(s)
| | - Tyler A. Elliott
- grid.34429.380000 0004 1936 8198Centre for Biodiversity Genomics, University of Guelph, Guelph, ON Canada
| | - Tony Heitkam
- grid.4488.00000 0001 2111 7257Faculty of Biology, Technische Universität Dresden, 01069 Dresden, Germany
| | - Robert Hubley
- grid.64212.330000 0004 0463 2320Institute for Systems Biology, Seattle, WA USA
| | - Hadi Quesneville
- grid.507621.7Université Paris-Saclay, INRAE, URGI, 78026 Versailles, France
| | - Alexander Suh
- grid.8273.e0000 0001 1092 7967School of Biological Sciences, University of East Anglia, Norwich, UK ,grid.8993.b0000 0004 1936 9457Department of Organismal Biology, Uppsala University, Uppsala, Sweden
| | - Travis J. Wheeler
- grid.253613.00000 0001 2192 5772Department of Computer Science, University of Montana, Missoula, MT USA
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5
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Sen TZ, Caccamo M, Edwards D, Quesneville H. Building a successful international research community through data sharing: The case of the Wheat Information System (WheatIS). F1000Res 2021; 9:536. [PMID: 33763204 PMCID: PMC7953914 DOI: 10.12688/f1000research.23525.1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/28/2020] [Indexed: 11/20/2022] Open
Abstract
The International Wheat Information System (WheatIS) Expert Working Group (EWG) was initiated in 2012 under the Wheat Initiative with a broad range of contributing organizations. The mission of the WheatIS EWG was to create an informational infrastructure, establish data standards, and build a single portal that allows search, retrieval, and display of globally distributed wheat data sets that are indexed in standard data formats at servers around the world. The web portal at WheatIS.org was released publicly in 2015, and by 2020, it expanded to 8 geographically-distributed nodes and around 20 organizations under its umbrella. In this paper, we present our experience, the challenges we faced, and the answer we brought for establishing an international research community to build an informational infrastructure. Our hope is that our experience with building wheatis.org will guide current and future research communities to facilitate institutional and international challenges to create global tools and resources to help their respective scientific communities.
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Affiliation(s)
- Taner Z Sen
- Western Regional Research Center, Crop Improvement and Genetics Research Unit, United States Department of Agriculture-Agricultural Research Service, Albany, CA, USA
| | - Mario Caccamo
- NIAB, 93 Lawrence Weaver Road, Cambridge, CB3 0LE, UK
| | - David Edwards
- School of Biological Sciences and Institute of Agriculture, University of Western Australia, Perth, WA, Australia
| | - Hadi Quesneville
- Université Paris-Saclay, INRAE, URGI, Versailles, 78026, France.,Université Paris-Saclay, INRAE, BioinfOmics, Plant bioinformatics facility, Versailles, 78026, France
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6
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Abstract
Transposable elements (TEs) are mobile repetitive DNA sequences shown to be major drivers of genome evolution. As the first plant to have its genome sequenced and analyzed at the genomic scale, Arabidopsis thaliana has largely contributed to our TE knowledge. The present report describes 20 years of accumulated TE knowledge gained through the study of the Arabidopsis genome and covers the known TE families, their relative abundance, and their genomic distribution. It presents our knowledge of the different TE family activities, mobility, population and long-term evolutionary dynamics. Finally, the role of TE as substrates for new genes and their impact on gene expression is illustrated through a few selected demonstrative cases. Promising future directions for TE studies in this species conclude the review.
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Scheben A, Chan CKK, Mansueto L, Mauleon R, Larmande P, Alexandrov N, Wing RA, McNally KL, Quesneville H, Edwards D. Progress in single-access information systems for wheat and rice crop improvement. Brief Bioinform 2020; 20:565-571. [PMID: 29659709 DOI: 10.1093/bib/bby016] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Improving productivity of the staple crops wheat and rice is essential to feed the growing global population, particularly in the context of a changing climate. However, current rates of yield gain are insufficient to support the predicted population growth. New approaches are required to accelerate the breeding process, and many of these are driven by the application of large-scale crop data. To leverage the substantial volumes and types of data that can be applied for precision breeding, the wheat and rice research communities are working towards the development of integrated systems to access and standardize the dispersed, heterogeneous available data. Here, we outline the initiatives of the International Wheat Information System (WheatIS) and the International Rice Informatics Consortium (IRIC) to establish Web-based single-access systems and data mining tools to make the available resources more accessible, drive discovery and accelerate the production of new crop varieties. We discuss the progress of WheatIS and IRIC towards unifying specialized wheat and rice databases and building custom software platforms to manage and interrogate these data. Single-access crop information systems will strengthen scientific collaboration, optimize the use of public research funds and help achieve the required yield gains in the two most important global food crops.
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Affiliation(s)
- Armin Scheben
- School of Biological Sciences and Institute of Agriculture, University of Western Australia, 6009 Perth, WA, Australia
| | - Chon-Kit Kenneth Chan
- School of Biological Sciences and Institute of Agriculture, University of Western Australia, 6009 Perth, WA, Australia
| | - Locedie Mansueto
- International Rice Research Institute, DAPO Box 7777, Metro Manila 1301, The Philippines
| | - Ramil Mauleon
- International Rice Research Institute, DAPO Box 7777, Metro Manila 1301, The Philippines
| | - Pierre Larmande
- IRD, UMR DIADE (Plant Diversity Adaptation and Development Research unit) , 911 Avenue Agropolis, 34394 Montpellier, France
| | - Nickolai Alexandrov
- International Rice Research Institute, DAPO Box 7777, Metro Manila 1301, The Philippines
| | - Rod A Wing
- Arizona Genomics Institute, University of Arizona, Tucson, Arizona, USA
| | - Kenneth L McNally
- International Rice Research Institute, DAPO Box 7777, Metro Manila 1301, The Philippines
| | | | - David Edwards
- School of Biological Sciences and Institute of Agriculture, University of Western Australia, 6009 Perth, WA, Australia
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Rech GE, Bogaerts-Márquez M, Barrón MG, Merenciano M, Villanueva-Cañas JL, Horváth V, Fiston-Lavier AS, Luyten I, Venkataram S, Quesneville H, Petrov DA, González J. Stress response, behavior, and development are shaped by transposable element-induced mutations in Drosophila. PLoS Genet 2019; 15:e1007900. [PMID: 30753202 PMCID: PMC6372155 DOI: 10.1371/journal.pgen.1007900] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Accepted: 12/16/2018] [Indexed: 11/30/2022] Open
Abstract
Most of the current knowledge on the genetic basis of adaptive evolution is based on the analysis of single nucleotide polymorphisms (SNPs). Despite increasing evidence for their causal role, the contribution of structural variants to adaptive evolution remains largely unexplored. In this work, we analyzed the population frequencies of 1,615 Transposable Element (TE) insertions annotated in the reference genome of Drosophila melanogaster, in 91 samples from 60 worldwide natural populations. We identified a set of 300 polymorphic TEs that are present at high population frequencies, and located in genomic regions with high recombination rate, where the efficiency of natural selection is high. The age and the length of these 300 TEs are consistent with relatively young and long insertions reaching high frequencies due to the action of positive selection. Besides, we identified a set of 21 fixed TEs also likely to be adaptive. Indeed, we, and others, found evidence of selection for 84 of these reference TE insertions. The analysis of the genes located nearby these 84 candidate adaptive insertions suggested that the functional response to selection is related with the GO categories of response to stimulus, behavior, and development. We further showed that a subset of the candidate adaptive TEs affects expression of nearby genes, and five of them have already been linked to an ecologically relevant phenotypic effect. Our results provide a more complete understanding of the genetic variation and the fitness-related traits relevant for adaptive evolution. Similar studies should help uncover the importance of TE-induced adaptive mutations in other species as well.
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Affiliation(s)
- Gabriel E. Rech
- Institute of Evolutionary Biology (IBE), CSIC-Universitat Pompeu Fabra, Barcelona, Spain
| | - María Bogaerts-Márquez
- Institute of Evolutionary Biology (IBE), CSIC-Universitat Pompeu Fabra, Barcelona, Spain
| | - Maite G. Barrón
- Institute of Evolutionary Biology (IBE), CSIC-Universitat Pompeu Fabra, Barcelona, Spain
| | - Miriam Merenciano
- Institute of Evolutionary Biology (IBE), CSIC-Universitat Pompeu Fabra, Barcelona, Spain
| | | | - Vivien Horváth
- Institute of Evolutionary Biology (IBE), CSIC-Universitat Pompeu Fabra, Barcelona, Spain
| | - Anna-Sophie Fiston-Lavier
- Institut des Sciences de l'Evolution de Montpellier (UMR 5554, CNRS-UM-IRD-EPHE), Université de Montpellier, Place Eugène Bataillon, Montpellier, France
| | | | - Sandeep Venkataram
- Department of Biology, Stanford University, Stanford, CA, United States of America
| | | | - Dmitri A. Petrov
- Department of Biology, Stanford University, Stanford, CA, United States of America
| | - Josefa González
- Institute of Evolutionary Biology (IBE), CSIC-Universitat Pompeu Fabra, Barcelona, Spain
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9
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Amselem J, Cornut G, Choisne N, Alaux M, Alfama-Depauw F, Jamilloux V, Maumus F, Letellier T, Luyten I, Pommier C, Adam-Blondon AF, Quesneville H. RepetDB: a unified resource for transposable element references. Mob DNA 2019; 10:6. [PMID: 30719103 PMCID: PMC6350395 DOI: 10.1186/s13100-019-0150-y] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2018] [Accepted: 01/24/2019] [Indexed: 11/11/2022] Open
Abstract
Background Thanks to their ability to move around and replicate within genomes, transposable elements (TEs) are perhaps the most important contributors to genome plasticity and evolution. Their detection and annotation are considered essential in any genome sequencing project. The number of fully sequenced genomes is rapidly increasing with improvements in high-throughput sequencing technologies. A fully automated de novo annotation process for TEs is therefore required to cope with the deluge of sequence data. However, all automated procedures are error-prone, and an automated procedure for TE identification and classification would be no exception. It is therefore crucial to provide not only the TE reference sequences, but also evidence justifying their classification, at the scale of the whole genome. A few TE databases already exist, but none provides evidence to justify TE classification. Moreover, biological information about the sequences remains globally poor. Results We present here the RepetDB database developed in the framework of GnpIS, a genetic and genomic information system. RepetDB is designed to store and retrieve detected, classified and annotated TEs in a standardized manner. RepetDB is an implementation with extensions of InterMine, an open-source data warehouse framework used here to store, search, browse, analyze and compare all the data recorded for each TE reference sequence. InterMine can display diverse information for each sequence and allows simple to very complex queries. Finally, TE data are displayed via a worldwide data discovery portal. RepetDB is accessible at urgi.versailles.inra.fr/repetdb. Conclusions RepetDB is designed to be a TE knowledge base populated with full de novo TE annotations of complete (or near-complete) genome sequences. Indeed, the description and classification of TEs facilitates the exploration of specific TE families, superfamilies or orders across a large range of species. It also makes possible cross-species searches and comparisons of TE family content between genomes.
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Affiliation(s)
- Joëlle Amselem
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | | | | | - Michael Alaux
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | | | | | - Florian Maumus
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | | | - Isabelle Luyten
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - Cyril Pommier
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
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10
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Pommier C, Michotey C, Cornut G, Roumet P, Duchêne E, Flores R, Lebreton A, Alaux M, Durand S, Kimmel E, Letellier T, Merceron G, Laine M, Guerche C, Loaec M, Steinbach D, Laporte MA, Arnaud E, Quesneville H, Adam-Blondon AF. Applying FAIR Principles to Plant Phenotypic Data Management in GnpIS. Plant Phenomics 2019; 2019:1671403. [PMID: 33313522 PMCID: PMC7718628 DOI: 10.34133/2019/1671403] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Accepted: 04/08/2019] [Indexed: 05/19/2023]
Abstract
GnpIS is a data repository for plant phenomics that stores whole field and greenhouse experimental data including environment measures. It allows long-term access to datasets following the FAIR principles: Findable, Accessible, Interoperable, and Reusable, by using a flexible and original approach. It is based on a generic and ontology driven data model and an innovative software architecture that uncouples data integration, storage, and querying. It takes advantage of international standards including the Crop Ontology, MIAPPE, and the Breeding API. GnpIS allows handling data for a wide range of species and experiment types, including multiannual perennial plants experimental network or annual plant trials with either raw data, i.e., direct measures, or computed traits. It also ensures the integration and the interoperability among phenotyping datasets and with genotyping data. This is achieved through a careful curation and annotation of the key resources conducted in close collaboration with the communities providing data. Our repository follows the Open Science data publication principles by ensuring citability of each dataset. Finally, GnpIS compliance with international standards enables its interoperability with other data repositories hence allowing data links between phenotype and other data types. GnpIS can therefore contribute to emerging international federations of information systems.
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Affiliation(s)
- C. Pommier
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - C. Michotey
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - G. Cornut
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - P. Roumet
- AGAP, Univ Montpellier, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
| | - E. Duchêne
- UMR SVQV, 28 rue de Herrlisheim, B.P. 20507, 68021 Colmar, France
| | - R. Flores
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - A. Lebreton
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - M. Alaux
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - S. Durand
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - E. Kimmel
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - T. Letellier
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - G. Merceron
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - M. Laine
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - C. Guerche
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - M. Loaec
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - D. Steinbach
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - M. A. Laporte
- Bioversity International, parc Scientifique Agropolis II, 34397 Montpellier cedex 5, France
| | - E. Arnaud
- Bioversity International, parc Scientifique Agropolis II, 34397 Montpellier cedex 5, France
| | - H. Quesneville
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
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11
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Alaux M, Rogers J, Letellier T, Flores R, Alfama F, Pommier C, Mohellibi N, Durand S, Kimmel E, Michotey C, Guerche C, Loaec M, Lainé M, Steinbach D, Choulet F, Rimbert H, Leroy P, Guilhot N, Salse J, Feuillet C, Paux E, Eversole K, Adam-Blondon AF, Quesneville H. Linking the International Wheat Genome Sequencing Consortium bread wheat reference genome sequence to wheat genetic and phenomic data. Genome Biol 2018; 19:111. [PMID: 30115101 PMCID: PMC6097284 DOI: 10.1186/s13059-018-1491-4] [Citation(s) in RCA: 134] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Accepted: 07/23/2018] [Indexed: 01/24/2023] Open
Abstract
The Wheat@URGI portal has been developed to provide the international community of researchers and breeders with access to the bread wheat reference genome sequence produced by the International Wheat Genome Sequencing Consortium. Genome browsers, BLAST, and InterMine tools have been established for in-depth exploration of the genome sequence together with additional linked datasets including physical maps, sequence variations, gene expression, and genetic and phenomic data from other international collaborative projects already stored in the GnpIS information system. The portal provides enhanced search and browser features that will facilitate the deployment of the latest genomics resources in wheat improvement.
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Affiliation(s)
- Michael Alaux
- URGI, INRA, Université Paris-Saclay, 78026, Versailles, France.
| | - Jane Rogers
- International Wheat Genome Sequencing Consortium (IWGSC), 18 High Street, Little Eversden, Cambridge, CB23 1HE, UK
| | | | - Raphaël Flores
- URGI, INRA, Université Paris-Saclay, 78026, Versailles, France
| | | | - Cyril Pommier
- URGI, INRA, Université Paris-Saclay, 78026, Versailles, France
| | - Nacer Mohellibi
- URGI, INRA, Université Paris-Saclay, 78026, Versailles, France
| | - Sophie Durand
- URGI, INRA, Université Paris-Saclay, 78026, Versailles, France
| | - Erik Kimmel
- URGI, INRA, Université Paris-Saclay, 78026, Versailles, France
| | - Célia Michotey
- URGI, INRA, Université Paris-Saclay, 78026, Versailles, France
| | - Claire Guerche
- URGI, INRA, Université Paris-Saclay, 78026, Versailles, France
| | - Mikaël Loaec
- URGI, INRA, Université Paris-Saclay, 78026, Versailles, France
| | - Mathilde Lainé
- URGI, INRA, Université Paris-Saclay, 78026, Versailles, France
| | - Delphine Steinbach
- URGI, INRA, Université Paris-Saclay, 78026, Versailles, France
- Present address: GQE-Le Moulon UMR 320, INRA, Université Paris-Sud, Université Paris-Saclay, CNRS, AgroParisTech, Ferme du Moulon, 91190, Gif-sur-Yvette, France
| | - Frédéric Choulet
- GDEC, INRA, Université Clermont Auvergne, 63000, Clermont-Ferrand, France
| | - Hélène Rimbert
- GDEC, INRA, Université Clermont Auvergne, 63000, Clermont-Ferrand, France
| | - Philippe Leroy
- GDEC, INRA, Université Clermont Auvergne, 63000, Clermont-Ferrand, France
| | - Nicolas Guilhot
- GDEC, INRA, Université Clermont Auvergne, 63000, Clermont-Ferrand, France
| | - Jérôme Salse
- GDEC, INRA, Université Clermont Auvergne, 63000, Clermont-Ferrand, France
| | - Catherine Feuillet
- GDEC, INRA, Université Clermont Auvergne, 63000, Clermont-Ferrand, France
- Present address: Inari Agriculture, 200 Sydney Street, Cambridge, MA, 02139, USA
| | - Etienne Paux
- GDEC, INRA, Université Clermont Auvergne, 63000, Clermont-Ferrand, France
| | - Kellye Eversole
- International Wheat Genome Sequencing Consortium (IWGSC), 5207 Wyoming Road, Bethesda, Maryland, 20816, USA
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Appels R, Eversole K, Feuillet C, Keller B, Rogers J, Stein N, Pozniak CJ, Stein N, Choulet F, Distelfeld A, Eversole K, Poland J, Rogers J, Ronen G, Sharpe AG, Pozniak C, Ronen G, Stein N, Barad O, Baruch K, Choulet F, Keeble-Gagnère G, Mascher M, Sharpe AG, Ben-Zvi G, Josselin AA, Stein N, Mascher M, Himmelbach A, Choulet F, Keeble-Gagnère G, Mascher M, Rogers J, Balfourier F, Gutierrez-Gonzalez J, Hayden M, Josselin AA, Koh C, Muehlbauer G, Pasam RK, Paux E, Pozniak CJ, Rigault P, Sharpe AG, Tibbits J, Tiwari V, Choulet F, Keeble-Gagnère G, Mascher M, Josselin AA, Rogers J, Spannagl M, Choulet F, Lang D, Gundlach H, Haberer G, Keeble-Gagnère G, Mayer KFX, Ormanbekova D, Paux E, Prade V, Šimková H, Wicker T, Choulet F, Spannagl M, Swarbreck D, Rimbert H, Felder M, Guilhot N, Gundlach H, Haberer G, Kaithakottil G, Keilwagen J, Lang D, Leroy P, Lux T, Mayer KFX, Twardziok S, Venturini L, Appels R, Rimbert H, Choulet F, Juhász A, Keeble-Gagnère G, Choulet F, Spannagl M, Lang D, Abrouk M, Haberer G, Keeble-Gagnère G, Mayer KFX, Wicker T, Choulet F, Wicker T, Gundlach H, Lang D, Spannagl M, Lang D, Spannagl M, Appels R, Fischer I, Uauy C, Borrill P, Ramirez-Gonzalez RH, Appels R, Arnaud D, Chalabi S, Chalhoub B, Choulet F, Cory A, Datla R, Davey MW, Hayden M, Jacobs J, Lang D, Robinson SJ, Spannagl M, Steuernagel B, Tibbits J, Tiwari V, van Ex F, Wulff BBH, Pozniak CJ, Robinson SJ, Sharpe AG, Cory A, Benhamed M, Paux E, Bendahmane A, Concia L, Latrasse D, Rogers J, Jacobs J, Alaux M, Appels R, Bartoš J, Bellec A, Berges H, Doležel J, Feuillet C, Frenkel Z, Gill B, Korol A, Letellier T, Olsen OA, Šimková H, Singh K, Valárik M, van der Vossen E, Vautrin S, Weining S, Korol A, Frenkel Z, Fahima T, Glikson V, Raats D, Rogers J, Tiwari V, Gill B, Paux E, Poland J, Doležel J, Číhalíková J, Šimková H, Toegelová H, Vrána J, Sourdille P, Darrier B, Appels R, Spannagl M, Lang D, Fischer I, Ormanbekova D, Prade V, Barabaschi D, Cattivelli L, Hernandez P, Galvez S, Budak H, Steuernagel B, Jones JDG, Witek K, Wulff BBH, Yu G, Small I, Melonek J, Zhou R, Juhász A, Belova T, Appels R, Olsen OA, Kanyuka K, King R, Nilsen K, Walkowiak S, Pozniak CJ, Cuthbert R, Datla R, Knox R, Wiebe K, Xiang D, Rohde A, Golds T, Doležel J, Čížková J, Tibbits J, Budak H, Akpinar BA, Biyiklioglu S, Muehlbauer G, Poland J, Gao L, Gutierrez-Gonzalez J, N'Daiye A, Doležel J, Šimková H, Číhalíková J, Kubaláková M, Šafář J, Vrána J, Berges H, Bellec A, Vautrin S, Alaux M, Alfama F, Adam-Blondon AF, Flores R, Guerche C, Letellier T, Loaec M, Quesneville H, Pozniak CJ, Sharpe AG, Walkowiak S, Budak H, Condie J, Ens J, Koh C, Maclachlan R, Tan Y, Wicker T, Choulet F, Paux E, Alberti A, Aury JM, Balfourier F, Barbe V, Couloux A, Cruaud C, Labadie K, Mangenot S, Wincker P, Gill B, Kaur G, Luo M, Sehgal S, Singh K, Chhuneja P, Gupta OP, Jindal S, Kaur P, Malik P, Sharma P, Yadav B, Singh NK, Khurana J, Chaudhary C, Khurana P, Kumar V, Mahato A, Mathur S, Sevanthi A, Sharma N, Tomar RS, Rogers J, Jacobs J, Alaux M, Bellec A, Berges H, Doležel J, Feuillet C, Frenkel Z, Gill B, Korol A, van der Vossen E, Vautrin S, Gill B, Kaur G, Luo M, Sehgal S, Bartoš J, Holušová K, Plíhal O, Clark MD, Heavens D, Kettleborough G, Wright J, Valárik M, Abrouk M, Balcárková B, Holušová K, Hu Y, Luo M, Salina E, Ravin N, Skryabin K, Beletsky A, Kadnikov V, Mardanov A, Nesterov M, Rakitin A, Sergeeva E, Handa H, Kanamori H, Katagiri S, Kobayashi F, Nasuda S, Tanaka T, Wu J, Appels R, Hayden M, Keeble-Gagnère G, Rigault P, Tibbits J, Olsen OA, Belova T, Cattonaro F, Jiumeng M, Kugler K, Mayer KFX, Pfeifer M, Sandve S, Xun X, Zhan B, Šimková H, Abrouk M, Batley J, Bayer PE, Edwards D, Hayashi S, Toegelová H, Tulpová Z, Visendi P, Weining S, Cui L, Du X, Feng K, Nie X, Tong W, Wang L, Borrill P, Gundlach H, Galvez S, Kaithakottil G, Lang D, Lux T, Mascher M, Ormanbekova D, Prade V, Ramirez-Gonzalez RH, Spannagl M, Stein N, Uauy C, Venturini L, Stein N, Appels R, Eversole K, Rogers J, Borrill P, Cattivelli L, Choulet F, Hernandez P, Kanyuka K, Lang D, Mascher M, Nilsen K, Paux E, Pozniak CJ, Ramirez-Gonzalez RH, Šimková H, Small I, Spannagl M, Swarbreck D, Uauy C. Shifting the limits in wheat research and breeding using a fully annotated reference genome. Science 2018; 361:361/6403/eaar7191. [PMID: 30115783 DOI: 10.1126/science.aar7191] [Citation(s) in RCA: 1459] [Impact Index Per Article: 243.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Accepted: 07/11/2018] [Indexed: 12/14/2022]
Abstract
An annotated reference sequence representing the hexaploid bread wheat genome in 21 pseudomolecules has been analyzed to identify the distribution and genomic context of coding and noncoding elements across the A, B, and D subgenomes. With an estimated coverage of 94% of the genome and containing 107,891 high-confidence gene models, this assembly enabled the discovery of tissue- and developmental stage-related coexpression networks by providing a transcriptome atlas representing major stages of wheat development. Dynamics of complex gene families involved in environmental adaptation and end-use quality were revealed at subgenome resolution and contextualized to known agronomic single-gene or quantitative trait loci. This community resource establishes the foundation for accelerating wheat research and application through improved understanding of wheat biology and genomics-assisted breeding.
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Affiliation(s)
| | | | - Rudi Appels
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia. .,Murdoch University, Australia-China Centre for Wheat Improvement, School of Veterinary and Life Sciences, 90 South Street, Murdoch, WA 6150, Australia
| | - Kellye Eversole
- International Wheat Genome Sequencing Consortium (IWGSC), 5207 Wyoming Road, Bethesda, MD 20816, USA. .,Eversole Associates, 5207 Wyoming Road, Bethesda, MD 20816, USA
| | - Catherine Feuillet
- Bayer CropScience, Crop Science Division, Research and Development, Innovation Centre, 3500 Paramount Parkway, Morrisville, NC 27560, USA
| | - Beat Keller
- Department of Plant and Microbial Biology, University of Zurich, Zollikerstrasse 107, 8008 Zurich, Switzerland
| | - Jane Rogers
- International Wheat Genome Sequencing Consortium (IWGSC), 18 High Street, Little Eversden, Cambridge CB23 1HE, UK
| | - Nils Stein
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Genebank, Corrensstr. 3, 06466 Stadt Seeland, Germany. .,The University of Western Australia (UWA), School of Agriculture and Environment, 35 Stirling Highway, Crawley, WA 6009, Australia
| | | | - Curtis J Pozniak
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | - Nils Stein
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Genebank, Corrensstr. 3, 06466 Stadt Seeland, Germany. .,The University of Western Australia (UWA), School of Agriculture and Environment, 35 Stirling Highway, Crawley, WA 6009, Australia
| | - Frédéric Choulet
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Assaf Distelfeld
- School of Plant Sciences and Food Security, Tel Aviv University, Ramat Aviv 69978, Israel
| | - Kellye Eversole
- International Wheat Genome Sequencing Consortium (IWGSC), 5207 Wyoming Road, Bethesda, MD 20816, USA. .,Eversole Associates, 5207 Wyoming Road, Bethesda, MD 20816, USA
| | - Jesse Poland
- Plant Pathology, Throckmorton Hall, Kansas State University, Manhattan, KS 66506, USA
| | - Jane Rogers
- International Wheat Genome Sequencing Consortium (IWGSC), 18 High Street, Little Eversden, Cambridge CB23 1HE, UK
| | - Gil Ronen
- NRGene Ltd., 5 Golda Meir Street, Ness Ziona 7403648, Israel
| | - Andrew G Sharpe
- University of Saskatchewan, Global Institute for Food Security, 110 Gymnasium Place, Saskatoon, SK S7N 4J8, Canada
| | | | - Curtis Pozniak
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | - Gil Ronen
- NRGene Ltd., 5 Golda Meir Street, Ness Ziona 7403648, Israel
| | - Nils Stein
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Genebank, Corrensstr. 3, 06466 Stadt Seeland, Germany. .,The University of Western Australia (UWA), School of Agriculture and Environment, 35 Stirling Highway, Crawley, WA 6009, Australia
| | - Omer Barad
- NRGene Ltd., 5 Golda Meir Street, Ness Ziona 7403648, Israel
| | - Kobi Baruch
- NRGene Ltd., 5 Golda Meir Street, Ness Ziona 7403648, Israel
| | - Frédéric Choulet
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Gabriel Keeble-Gagnère
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia
| | - Martin Mascher
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Genebank, Corrensstr. 3, 06466 Stadt Seeland, Germany.,German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
| | - Andrew G Sharpe
- University of Saskatchewan, Global Institute for Food Security, 110 Gymnasium Place, Saskatoon, SK S7N 4J8, Canada
| | - Gil Ben-Zvi
- NRGene Ltd., 5 Golda Meir Street, Ness Ziona 7403648, Israel
| | - Ambre-Aurore Josselin
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | | | - Nils Stein
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Genebank, Corrensstr. 3, 06466 Stadt Seeland, Germany. .,The University of Western Australia (UWA), School of Agriculture and Environment, 35 Stirling Highway, Crawley, WA 6009, Australia
| | - Martin Mascher
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Genebank, Corrensstr. 3, 06466 Stadt Seeland, Germany.,German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
| | - Axel Himmelbach
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Genebank, Corrensstr. 3, 06466 Stadt Seeland, Germany
| | | | - Frédéric Choulet
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Gabriel Keeble-Gagnère
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia
| | - Martin Mascher
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Genebank, Corrensstr. 3, 06466 Stadt Seeland, Germany.,German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
| | - Jane Rogers
- International Wheat Genome Sequencing Consortium (IWGSC), 18 High Street, Little Eversden, Cambridge CB23 1HE, UK
| | - François Balfourier
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Juan Gutierrez-Gonzalez
- Department of Agronomy and Plant Genetics, University of Minnesota, 411 Borlaug Hall, St. Paul, MN 55108, USA
| | - Matthew Hayden
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia
| | - Ambre-Aurore Josselin
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - ChuShin Koh
- University of Saskatchewan, Global Institute for Food Security, 110 Gymnasium Place, Saskatoon, SK S7N 4J8, Canada
| | - Gary Muehlbauer
- Department of Agronomy and Plant Genetics, University of Minnesota, 411 Borlaug Hall, St. Paul, MN 55108, USA
| | - Raj K Pasam
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia
| | - Etienne Paux
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Curtis J Pozniak
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | - Philippe Rigault
- GYDLE, Suite 220, 1135 Grande Allée, Ouest, Québec, QC G1S 1E7, Canada
| | - Andrew G Sharpe
- University of Saskatchewan, Global Institute for Food Security, 110 Gymnasium Place, Saskatoon, SK S7N 4J8, Canada
| | - Josquin Tibbits
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia
| | - Vijay Tiwari
- Plant Science and Landscape Architecture, University of Maryland, 4291 Fieldhouse Road, 2102 Plant Sciences Building, College Park, MD 20742, USA
| | | | - Frédéric Choulet
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Gabriel Keeble-Gagnère
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia
| | - Martin Mascher
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Genebank, Corrensstr. 3, 06466 Stadt Seeland, Germany.,German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
| | - Ambre-Aurore Josselin
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Jane Rogers
- International Wheat Genome Sequencing Consortium (IWGSC), 18 High Street, Little Eversden, Cambridge CB23 1HE, UK
| | | | - Manuel Spannagl
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Frédéric Choulet
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Daniel Lang
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Heidrun Gundlach
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Georg Haberer
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Gabriel Keeble-Gagnère
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia
| | - Klaus F X Mayer
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany.,School of Life Sciences Weihenstephan, Technical University of Munich, 85354 Freising, Germany
| | - Danara Ormanbekova
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany.,Department of Agricultural Sciences, University of Bologna, Viale Fanin, 44 40127 Bologna, Italy
| | - Etienne Paux
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Verena Prade
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Hana Šimková
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Thomas Wicker
- Department of Plant and Microbial Biology, University of Zurich, Zollikerstrasse 107, 8008 Zurich, Switzerland
| | | | - Frédéric Choulet
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Manuel Spannagl
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | | | - Hélène Rimbert
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Marius Felder
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Nicolas Guilhot
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Heidrun Gundlach
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Georg Haberer
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | | | - Jens Keilwagen
- Julius Kühn-Institut, Institute for Biosafety in Plant Biotechnology, Erwin-Baur-Str. 27, 06484 Quedlinburg, Germany
| | - Daniel Lang
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Philippe Leroy
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Thomas Lux
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Klaus F X Mayer
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany.,School of Life Sciences Weihenstephan, Technical University of Munich, 85354 Freising, Germany
| | - Sven Twardziok
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Luca Venturini
- Earlham Institute, Core Bioinformatics, Norwich NR4 7UZ, UK
| | | | - Rudi Appels
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia. .,Murdoch University, Australia-China Centre for Wheat Improvement, School of Veterinary and Life Sciences, 90 South Street, Murdoch, WA 6150, Australia
| | - Hélène Rimbert
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Frédéric Choulet
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Angéla Juhász
- Murdoch University, Australia-China Centre for Wheat Improvement, School of Veterinary and Life Sciences, 90 South Street, Murdoch, WA 6150, Australia.,Agricultural Institute, MTA Centre for Agricultural Research, Applied Genomics Department, 2 Brunszvik Street, Martonvásár H 2462, Hungary
| | - Gabriel Keeble-Gagnère
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia
| | | | - Frédéric Choulet
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Manuel Spannagl
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Daniel Lang
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Michael Abrouk
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic.,Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Kingdom of Saudi Arabia
| | - Georg Haberer
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Gabriel Keeble-Gagnère
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia
| | - Klaus F X Mayer
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany.,School of Life Sciences Weihenstephan, Technical University of Munich, 85354 Freising, Germany
| | - Thomas Wicker
- Department of Plant and Microbial Biology, University of Zurich, Zollikerstrasse 107, 8008 Zurich, Switzerland
| | | | - Frédéric Choulet
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Thomas Wicker
- Department of Plant and Microbial Biology, University of Zurich, Zollikerstrasse 107, 8008 Zurich, Switzerland
| | - Heidrun Gundlach
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Daniel Lang
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Manuel Spannagl
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | | | - Daniel Lang
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Manuel Spannagl
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Rudi Appels
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia. .,Murdoch University, Australia-China Centre for Wheat Improvement, School of Veterinary and Life Sciences, 90 South Street, Murdoch, WA 6150, Australia
| | - Iris Fischer
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | | | - Cristobal Uauy
- John Innes Centre, Crop Genetics, Norwich Research Park, Norwich NR4 7UH, UK
| | - Philippa Borrill
- John Innes Centre, Crop Genetics, Norwich Research Park, Norwich NR4 7UH, UK
| | | | - Rudi Appels
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia. .,Murdoch University, Australia-China Centre for Wheat Improvement, School of Veterinary and Life Sciences, 90 South Street, Murdoch, WA 6150, Australia
| | - Dominique Arnaud
- Institut National de la Recherche Agronomique (INRA), 2 rue Gaston Crémieux, 91057 Evry Cedex, France
| | - Smahane Chalabi
- Institut National de la Recherche Agronomique (INRA), 2 rue Gaston Crémieux, 91057 Evry Cedex, France
| | - Boulos Chalhoub
- Monsanto SAS, 28000 Boissay, France.,Institut National de la Recherche Agronomique (INRA), 2 rue Gaston Crémieux, 91057 Evry Cedex, France
| | - Frédéric Choulet
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Aron Cory
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | - Raju Datla
- National Research Council Canada, Aquatic and Crop Resource Development, 110 Gymnasium Place, Saskatoon, SK S7N 0W9, Canada
| | - Mark W Davey
- Bayer CropScience, Trait Research, Innovation Center, Technologiepark 38, 9052 Gent, Belgium
| | - Matthew Hayden
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia
| | - John Jacobs
- Bayer CropScience, Trait Research, Innovation Center, Technologiepark 38, 9052 Gent, Belgium
| | - Daniel Lang
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Stephen J Robinson
- Agriculture and Agri-Food Canada, Saskatoon Research and Development Centre, 107 Science Place, Saskatoon, SK S7N 0X2, Canada
| | - Manuel Spannagl
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | | | - Josquin Tibbits
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia
| | - Vijay Tiwari
- Plant Science and Landscape Architecture, University of Maryland, 4291 Fieldhouse Road, 2102 Plant Sciences Building, College Park, MD 20742, USA
| | - Fred van Ex
- Bayer CropScience, Trait Research, Innovation Center, Technologiepark 38, 9052 Gent, Belgium
| | - Brande B H Wulff
- John Innes Centre, Crop Genetics, Norwich Research Park, Norwich NR4 7UH, UK
| | | | - Curtis J Pozniak
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | - Stephen J Robinson
- Agriculture and Agri-Food Canada, Saskatoon Research and Development Centre, 107 Science Place, Saskatoon, SK S7N 0X2, Canada
| | - Andrew G Sharpe
- University of Saskatchewan, Global Institute for Food Security, 110 Gymnasium Place, Saskatoon, SK S7N 4J8, Canada
| | - Aron Cory
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | | | - Moussa Benhamed
- Biology Department, Institute of Plant Sciences-Paris-Saclay, Bâtiment 630, rue de Noetzlin, Plateau du Moulon, CS80004, 91192 Gif-sur-Yvette Cedex, France
| | - Etienne Paux
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Abdelhafid Bendahmane
- Biology Department, Institute of Plant Sciences-Paris-Saclay, Bâtiment 630, rue de Noetzlin, Plateau du Moulon, CS80004, 91192 Gif-sur-Yvette Cedex, France
| | - Lorenzo Concia
- Biology Department, Institute of Plant Sciences-Paris-Saclay, Bâtiment 630, rue de Noetzlin, Plateau du Moulon, CS80004, 91192 Gif-sur-Yvette Cedex, France
| | - David Latrasse
- Biology Department, Institute of Plant Sciences-Paris-Saclay, Bâtiment 630, rue de Noetzlin, Plateau du Moulon, CS80004, 91192 Gif-sur-Yvette Cedex, France
| | | | - Jane Rogers
- International Wheat Genome Sequencing Consortium (IWGSC), 18 High Street, Little Eversden, Cambridge CB23 1HE, UK
| | - John Jacobs
- Bayer CropScience, Trait Research, Innovation Center, Technologiepark 38, 9052 Gent, Belgium
| | - Michael Alaux
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - Rudi Appels
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia. .,Murdoch University, Australia-China Centre for Wheat Improvement, School of Veterinary and Life Sciences, 90 South Street, Murdoch, WA 6150, Australia
| | - Jan Bartoš
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Arnaud Bellec
- INRA, CNRGV, chemin de Borde Rouge, CS 52627, 31326 Castanet-Tolosan Cedex, France
| | - Hélène Berges
- INRA, CNRGV, chemin de Borde Rouge, CS 52627, 31326 Castanet-Tolosan Cedex, France
| | - Jaroslav Doležel
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Catherine Feuillet
- Bayer CropScience, Crop Science Division, Research and Development, Innovation Centre, 3500 Paramount Parkway, Morrisville, NC 27560, USA
| | - Zeev Frenkel
- University of Haifa, Institute of Evolution and the Department of Evolutionary and Environmental Biology, 199 Abba-Hushi Avenue, Mount Carmel, Haifa 3498838, Israel
| | - Bikram Gill
- Plant Pathology, Throckmorton Hall, Kansas State University, Manhattan, KS 66506, USA
| | - Abraham Korol
- University of Haifa, Institute of Evolution and the Department of Evolutionary and Environmental Biology, 199 Abba-Hushi Avenue, Mount Carmel, Haifa 3498838, Israel
| | | | - Odd-Arne Olsen
- Faculty of Bioscience, Department of Plant Science, Norwegian University of Life Sciences, Arboretveien 6, 1433 Ås, Norway
| | - Hana Šimková
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Kuldeep Singh
- Punjab Agricultural University, Ludhiana, School of Agricultural Biotechnology, ICAR-National Bureau of Plant Genetic Resources, Dev Prakash Shastri Marg, New Delhi 110012, India
| | - Miroslav Valárik
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | | | - Sonia Vautrin
- INRA, CNRGV, chemin de Borde Rouge, CS 52627, 31326 Castanet-Tolosan Cedex, France
| | - Song Weining
- State Key Laboratory of Crop Stress Biology in Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712101, China
| | | | - Abraham Korol
- University of Haifa, Institute of Evolution and the Department of Evolutionary and Environmental Biology, 199 Abba-Hushi Avenue, Mount Carmel, Haifa 3498838, Israel
| | - Zeev Frenkel
- University of Haifa, Institute of Evolution and the Department of Evolutionary and Environmental Biology, 199 Abba-Hushi Avenue, Mount Carmel, Haifa 3498838, Israel
| | - Tzion Fahima
- University of Haifa, Institute of Evolution and the Department of Evolutionary and Environmental Biology, 199 Abba-Hushi Avenue, Mount Carmel, Haifa 3498838, Israel
| | | | - Dina Raats
- Earlham Institute, Core Bioinformatics, Norwich NR4 7UZ, UK
| | - Jane Rogers
- International Wheat Genome Sequencing Consortium (IWGSC), 18 High Street, Little Eversden, Cambridge CB23 1HE, UK
| | | | - Vijay Tiwari
- Plant Science and Landscape Architecture, University of Maryland, 4291 Fieldhouse Road, 2102 Plant Sciences Building, College Park, MD 20742, USA
| | - Bikram Gill
- Plant Pathology, Throckmorton Hall, Kansas State University, Manhattan, KS 66506, USA
| | - Etienne Paux
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Jesse Poland
- Plant Pathology, Throckmorton Hall, Kansas State University, Manhattan, KS 66506, USA
| | | | - Jaroslav Doležel
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Jarmila Číhalíková
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Hana Šimková
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Helena Toegelová
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Jan Vrána
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | | | | | - Benoit Darrier
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | | | - Rudi Appels
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia. .,Murdoch University, Australia-China Centre for Wheat Improvement, School of Veterinary and Life Sciences, 90 South Street, Murdoch, WA 6150, Australia
| | - Manuel Spannagl
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Daniel Lang
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Iris Fischer
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Danara Ormanbekova
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany.,Department of Agricultural Sciences, University of Bologna, Viale Fanin, 44 40127 Bologna, Italy
| | - Verena Prade
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | | | - Delfina Barabaschi
- Council for Agricultural Research and Economics (CREA), Research Centre for Genomics and Bioinformatics, via S. Protaso, 302, I -29017 Fiorenzuola d'Arda, Italy
| | - Luigi Cattivelli
- Council for Agricultural Research and Economics (CREA), Research Centre for Genomics and Bioinformatics, via S. Protaso, 302, I -29017 Fiorenzuola d'Arda, Italy
| | | | - Pilar Hernandez
- Instituto de Agricultura Sostenible (IAS-CSIC), Consejo Superior de Investigaciones Científicas, Alameda del Obispo s/n, 14004 Córdoba, Spain
| | - Sergio Galvez
- Universidad de Málaga, Lenguajes y Ciencias de la Computación, Campus de Teatinos, 29071 Málaga, Spain
| | - Hikmet Budak
- Plant Sciences and Plant Pathology, Cereal Genomics Lab, Montana State University, 412 Leon Johnson Hall, Bozeman, MT 59717, USA
| | | | | | | | - Kamil Witek
- The Sainsbury Laboratory, Norwich Research Park, Norwich NR4 7UH, UK
| | - Brande B H Wulff
- John Innes Centre, Crop Genetics, Norwich Research Park, Norwich NR4 7UH, UK
| | - Guotai Yu
- John Innes Centre, Crop Genetics, Norwich Research Park, Norwich NR4 7UH, UK
| | | | - Ian Small
- School of Molecular Sciences, ARC Centre of Excellence in Plant Energy Biology, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia
| | - Joanna Melonek
- School of Molecular Sciences, ARC Centre of Excellence in Plant Energy Biology, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia
| | - Ruonan Zhou
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Genebank, Corrensstr. 3, 06466 Stadt Seeland, Germany
| | | | - Angéla Juhász
- Murdoch University, Australia-China Centre for Wheat Improvement, School of Veterinary and Life Sciences, 90 South Street, Murdoch, WA 6150, Australia.,Agricultural Institute, MTA Centre for Agricultural Research, Applied Genomics Department, 2 Brunszvik Street, Martonvásár H 2462, Hungary
| | - Tatiana Belova
- Faculty of Bioscience, Department of Plant Science, Norwegian University of Life Sciences, Arboretveien 6, 1433 Ås, Norway
| | - Rudi Appels
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia. .,Murdoch University, Australia-China Centre for Wheat Improvement, School of Veterinary and Life Sciences, 90 South Street, Murdoch, WA 6150, Australia
| | - Odd-Arne Olsen
- Faculty of Bioscience, Department of Plant Science, Norwegian University of Life Sciences, Arboretveien 6, 1433 Ås, Norway
| | | | - Kostya Kanyuka
- Rothamsted Research, Biointeractions and Crop Protection, West Common, Harpenden AL5 2JQ, UK
| | - Robert King
- Rothamsted Research, Computational and Analytical Sciences, West Common, Harpenden AL5 2JQ, UK
| | | | - Kirby Nilsen
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | - Sean Walkowiak
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | - Curtis J Pozniak
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | - Richard Cuthbert
- Agriculture and Agri-Food Canada, Swift Current Research and Development Centre, Box 1030, Swift Current, SK S9H 3X2, Canada
| | - Raju Datla
- National Research Council Canada, Aquatic and Crop Resource Development, 110 Gymnasium Place, Saskatoon, SK S7N 0W9, Canada
| | - Ron Knox
- Agriculture and Agri-Food Canada, Swift Current Research and Development Centre, Box 1030, Swift Current, SK S9H 3X2, Canada
| | - Krysta Wiebe
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | - Daoquan Xiang
- National Research Council Canada, Aquatic and Crop Resource Development, 110 Gymnasium Place, Saskatoon, SK S7N 0W9, Canada
| | | | - Antje Rohde
- Bayer CropScience, Breeding and Trait Development, Technologiepark 38, 9052 Gent, Belgium
| | - Timothy Golds
- Bayer CropScience, Trait Research, Innovation Center, Technologiepark 38, 9052 Gent, Belgium
| | | | - Jaroslav Doležel
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Jana Čížková
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Josquin Tibbits
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia
| | | | - Hikmet Budak
- Plant Sciences and Plant Pathology, Cereal Genomics Lab, Montana State University, 412 Leon Johnson Hall, Bozeman, MT 59717, USA
| | - Bala Ani Akpinar
- Plant Sciences and Plant Pathology, Cereal Genomics Lab, Montana State University, 412 Leon Johnson Hall, Bozeman, MT 59717, USA
| | - Sezgi Biyiklioglu
- Plant Sciences and Plant Pathology, Cereal Genomics Lab, Montana State University, 412 Leon Johnson Hall, Bozeman, MT 59717, USA
| | | | - Gary Muehlbauer
- Department of Agronomy and Plant Genetics, University of Minnesota, 411 Borlaug Hall, St. Paul, MN 55108, USA
| | - Jesse Poland
- Plant Pathology, Throckmorton Hall, Kansas State University, Manhattan, KS 66506, USA
| | - Liangliang Gao
- Plant Pathology, Throckmorton Hall, Kansas State University, Manhattan, KS 66506, USA
| | - Juan Gutierrez-Gonzalez
- Department of Agronomy and Plant Genetics, University of Minnesota, 411 Borlaug Hall, St. Paul, MN 55108, USA
| | - Amidou N'Daiye
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | | | - Jaroslav Doležel
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Hana Šimková
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Jarmila Číhalíková
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Marie Kubaláková
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Jan Šafář
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Jan Vrána
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | | | - Hélène Berges
- INRA, CNRGV, chemin de Borde Rouge, CS 52627, 31326 Castanet-Tolosan Cedex, France
| | - Arnaud Bellec
- INRA, CNRGV, chemin de Borde Rouge, CS 52627, 31326 Castanet-Tolosan Cedex, France
| | - Sonia Vautrin
- INRA, CNRGV, chemin de Borde Rouge, CS 52627, 31326 Castanet-Tolosan Cedex, France
| | | | - Michael Alaux
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | | | | | - Raphael Flores
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - Claire Guerche
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | | | - Mikaël Loaec
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | | | | | | | - Curtis J Pozniak
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | - Andrew G Sharpe
- National Research Council Canada, Aquatic and Crop Resource Development, 110 Gymnasium Place, Saskatoon, SK S7N 0W9, Canada.,University of Saskatchewan, Global Institute for Food Security, 110 Gymnasium Place, Saskatoon, SK S7N 4J8, Canada
| | | | - Hikmet Budak
- Plant Sciences and Plant Pathology, Cereal Genomics Lab, Montana State University, 412 Leon Johnson Hall, Bozeman, MT 59717, USA
| | - Janet Condie
- National Research Council Canada, Aquatic and Crop Resource Development, 110 Gymnasium Place, Saskatoon, SK S7N 0W9, Canada
| | - Jennifer Ens
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | - ChuShin Koh
- University of Saskatchewan, Global Institute for Food Security, 110 Gymnasium Place, Saskatoon, SK S7N 4J8, Canada
| | - Ron Maclachlan
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | - Yifang Tan
- National Research Council Canada, Aquatic and Crop Resource Development, 110 Gymnasium Place, Saskatoon, SK S7N 0W9, Canada
| | - Thomas Wicker
- Department of Plant and Microbial Biology, University of Zurich, Zollikerstrasse 107, 8008 Zurich, Switzerland
| | | | - Frédéric Choulet
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Etienne Paux
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Adriana Alberti
- CEA-Institut de Biologie François-Jacob, Genoscope, 2 rue Gaston Crémieux, 91057 Evry Cedex, France
| | - Jean-Marc Aury
- CEA-Institut de Biologie François-Jacob, Genoscope, 2 rue Gaston Crémieux, 91057 Evry Cedex, France
| | - François Balfourier
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Valérie Barbe
- CEA-Institut de Biologie François-Jacob, Genoscope, 2 rue Gaston Crémieux, 91057 Evry Cedex, France
| | - Arnaud Couloux
- CEA-Institut de Biologie François-Jacob, Genoscope, 2 rue Gaston Crémieux, 91057 Evry Cedex, France
| | - Corinne Cruaud
- CEA-Institut de Biologie François-Jacob, Genoscope, 2 rue Gaston Crémieux, 91057 Evry Cedex, France
| | - Karine Labadie
- CEA-Institut de Biologie François-Jacob, Genoscope, 2 rue Gaston Crémieux, 91057 Evry Cedex, France
| | - Sophie Mangenot
- CEA-Institut de Biologie François-Jacob, Genoscope, 2 rue Gaston Crémieux, 91057 Evry Cedex, France
| | - Patrick Wincker
- CEA-Institut de Biologie François-Jacob, Genoscope, 2 rue Gaston Crémieux, 91057 Evry Cedex, France.,CNRS, UMR 8030, CP5706, 91057 Evry, France.,Université d'Evry, UMR 8030, CP5706, 91057 Evry, France
| | | | - Bikram Gill
- Plant Pathology, Throckmorton Hall, Kansas State University, Manhattan, KS 66506, USA
| | - Gaganpreet Kaur
- Plant Pathology, Throckmorton Hall, Kansas State University, Manhattan, KS 66506, USA
| | - Mingcheng Luo
- Department of Plant Sciences, University of California, Davis, One Shield Avenue, Davis, CA 95617, USA
| | - Sunish Sehgal
- Agronomy Horticulture and Plant Science, South Dakota State University, 2108 Jackrabbit Drive, Brookings, SD 57006, USA
| | | | - Kuldeep Singh
- Punjab Agricultural University, Ludhiana, School of Agricultural Biotechnology, ICAR-National Bureau of Plant Genetic Resources, Dev Prakash Shastri Marg, New Delhi 110012, India
| | - Parveen Chhuneja
- Punjab Agricultural University, Ludhiana, School of Agricultural Biotechnology, ICAR-National Bureau of Plant Genetic Resources, Dev Prakash Shastri Marg, New Delhi 110012, India
| | - Om Prakash Gupta
- Punjab Agricultural University, Ludhiana, School of Agricultural Biotechnology, ICAR-National Bureau of Plant Genetic Resources, Dev Prakash Shastri Marg, New Delhi 110012, India
| | - Suruchi Jindal
- Punjab Agricultural University, Ludhiana, School of Agricultural Biotechnology, ICAR-National Bureau of Plant Genetic Resources, Dev Prakash Shastri Marg, New Delhi 110012, India
| | - Parampreet Kaur
- Punjab Agricultural University, Ludhiana, School of Agricultural Biotechnology, ICAR-National Bureau of Plant Genetic Resources, Dev Prakash Shastri Marg, New Delhi 110012, India
| | - Palvi Malik
- Punjab Agricultural University, Ludhiana, School of Agricultural Biotechnology, ICAR-National Bureau of Plant Genetic Resources, Dev Prakash Shastri Marg, New Delhi 110012, India
| | - Priti Sharma
- Punjab Agricultural University, Ludhiana, School of Agricultural Biotechnology, ICAR-National Bureau of Plant Genetic Resources, Dev Prakash Shastri Marg, New Delhi 110012, India
| | - Bharat Yadav
- Punjab Agricultural University, Ludhiana, School of Agricultural Biotechnology, ICAR-National Bureau of Plant Genetic Resources, Dev Prakash Shastri Marg, New Delhi 110012, India
| | | | - Nagendra K Singh
- ICAR-National Research Centre on Plant Biotechnology, LBS Building, Pusa Campus, New Delhi 110012, India
| | - JitendraP Khurana
- University of Delhi South Campus, Interdisciplinary Center for Plant Genomics and Department of Plant Molecular Biology, Benito Juarez Road, New Delhi 110021, India
| | - Chanderkant Chaudhary
- University of Delhi South Campus, Interdisciplinary Center for Plant Genomics and Department of Plant Molecular Biology, Benito Juarez Road, New Delhi 110021, India
| | - Paramjit Khurana
- University of Delhi South Campus, Interdisciplinary Center for Plant Genomics and Department of Plant Molecular Biology, Benito Juarez Road, New Delhi 110021, India
| | - Vinod Kumar
- ICAR-National Research Centre on Plant Biotechnology, LBS Building, Pusa Campus, New Delhi 110012, India
| | - Ajay Mahato
- ICAR-National Research Centre on Plant Biotechnology, LBS Building, Pusa Campus, New Delhi 110012, India
| | - Saloni Mathur
- University of Delhi South Campus, Interdisciplinary Center for Plant Genomics and Department of Plant Molecular Biology, Benito Juarez Road, New Delhi 110021, India
| | - Amitha Sevanthi
- ICAR-National Research Centre on Plant Biotechnology, LBS Building, Pusa Campus, New Delhi 110012, India
| | - Naveen Sharma
- University of Delhi South Campus, Interdisciplinary Center for Plant Genomics and Department of Plant Molecular Biology, Benito Juarez Road, New Delhi 110021, India
| | - Ram Sewak Tomar
- ICAR-National Research Centre on Plant Biotechnology, LBS Building, Pusa Campus, New Delhi 110012, India
| | | | - Jane Rogers
- International Wheat Genome Sequencing Consortium (IWGSC), 18 High Street, Little Eversden, Cambridge CB23 1HE, UK
| | - John Jacobs
- Bayer CropScience, Trait Research, Innovation Center, Technologiepark 38, 9052 Gent, Belgium
| | - Michael Alaux
- URGI, INRA, Université Paris-Saclay, 78026 Versailles, France
| | - Arnaud Bellec
- INRA, CNRGV, chemin de Borde Rouge, CS 52627, 31326 Castanet-Tolosan Cedex, France
| | - Hélène Berges
- INRA, CNRGV, chemin de Borde Rouge, CS 52627, 31326 Castanet-Tolosan Cedex, France
| | - Jaroslav Doležel
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Catherine Feuillet
- Bayer CropScience, Crop Science Division, Research and Development, Innovation Centre, 3500 Paramount Parkway, Morrisville, NC 27560, USA
| | - Zeev Frenkel
- University of Haifa, Institute of Evolution and the Department of Evolutionary and Environmental Biology, 199 Abba-Hushi Avenue, Mount Carmel, Haifa 3498838, Israel
| | - Bikram Gill
- Plant Pathology, Throckmorton Hall, Kansas State University, Manhattan, KS 66506, USA
| | - Abraham Korol
- University of Haifa, Institute of Evolution and the Department of Evolutionary and Environmental Biology, 199 Abba-Hushi Avenue, Mount Carmel, Haifa 3498838, Israel
| | | | - Sonia Vautrin
- INRA, CNRGV, chemin de Borde Rouge, CS 52627, 31326 Castanet-Tolosan Cedex, France
| | | | - Bikram Gill
- Plant Pathology, Throckmorton Hall, Kansas State University, Manhattan, KS 66506, USA
| | - Gaganpreet Kaur
- Plant Pathology, Throckmorton Hall, Kansas State University, Manhattan, KS 66506, USA
| | - Mingcheng Luo
- Department of Plant Sciences, University of California, Davis, One Shield Avenue, Davis, CA 95617, USA
| | - Sunish Sehgal
- Agronomy Horticulture and Plant Science, South Dakota State University, 2108 Jackrabbit Drive, Brookings, SD 57006, USA
| | | | - Jan Bartoš
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Kateřina Holušová
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Ondřej Plíhal
- Department of Molecular Biology, Centre of the Region Haná for Biotechnological and Agricultural Research, Palacký University, Šlechtitelů 27, CZ-78371 Olomouc, Czech Republic
| | | | - Matthew D Clark
- Earlham Institute, Core Bioinformatics, Norwich NR4 7UZ, UK.,Department of Lifesciences, Natural History Museum, Cromwell Road, London SW7 5BD, UK
| | - Darren Heavens
- Earlham Institute, Core Bioinformatics, Norwich NR4 7UZ, UK
| | | | - Jon Wright
- Earlham Institute, Core Bioinformatics, Norwich NR4 7UZ, UK
| | | | - Miroslav Valárik
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Michael Abrouk
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic.,Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Kingdom of Saudi Arabia
| | - Barbora Balcárková
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Kateřina Holušová
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Yuqin Hu
- Department of Plant Sciences, University of California, Davis, One Shield Avenue, Davis, CA 95617, USA
| | - Mingcheng Luo
- Department of Plant Sciences, University of California, Davis, One Shield Avenue, Davis, CA 95617, USA
| | | | - Elena Salina
- The Federal Research Center Institute of Cytology and Genetics, SB RAS, pr. Lavrentyeva 10, Novosibirsk 630090, Russia
| | - Nikolai Ravin
- Research Center of Biotechnology of the Russian Academy of Sciences, Institute of Bioengineering, Leninsky Avenue 33, Building 2, Moscow 119071, Russia.,Faculty of Biology, Moscow State University, Leninskie Gory, 1, Moscow 119991, Russia
| | - Konstantin Skryabin
- Research Center of Biotechnology of the Russian Academy of Sciences, Institute of Bioengineering, Leninsky Avenue 33, Building 2, Moscow 119071, Russia.,Faculty of Biology, Moscow State University, Leninskie Gory, 1, Moscow 119991, Russia
| | - Alexey Beletsky
- Research Center of Biotechnology of the Russian Academy of Sciences, Institute of Bioengineering, Leninsky Avenue 33, Building 2, Moscow 119071, Russia
| | - Vitaly Kadnikov
- Research Center of Biotechnology of the Russian Academy of Sciences, Institute of Bioengineering, Leninsky Avenue 33, Building 2, Moscow 119071, Russia
| | - Andrey Mardanov
- Research Center of Biotechnology of the Russian Academy of Sciences, Institute of Bioengineering, Leninsky Avenue 33, Building 2, Moscow 119071, Russia
| | - Michail Nesterov
- The Federal Research Center Institute of Cytology and Genetics, SB RAS, pr. Lavrentyeva 10, Novosibirsk 630090, Russia
| | - Andrey Rakitin
- Research Center of Biotechnology of the Russian Academy of Sciences, Institute of Bioengineering, Leninsky Avenue 33, Building 2, Moscow 119071, Russia
| | - Ekaterina Sergeeva
- The Federal Research Center Institute of Cytology and Genetics, SB RAS, pr. Lavrentyeva 10, Novosibirsk 630090, Russia
| | | | - Hirokazu Handa
- Institute of Crop Science, NARO, 2-1-2 Kannondai, Tsukuba, Ibaraki 305-8518, Japan
| | - Hiroyuki Kanamori
- Institute of Crop Science, NARO, 2-1-2 Kannondai, Tsukuba, Ibaraki 305-8518, Japan
| | - Satoshi Katagiri
- Institute of Crop Science, NARO, 2-1-2 Kannondai, Tsukuba, Ibaraki 305-8518, Japan
| | - Fuminori Kobayashi
- Institute of Crop Science, NARO, 2-1-2 Kannondai, Tsukuba, Ibaraki 305-8518, Japan
| | - Shuhei Nasuda
- Graduate School of Agriculture, Kyoto University, Kitashirakawaoiwake-cho, Sakyo-ku, Kyoto 606-8502, Japan
| | - Tsuyoshi Tanaka
- Institute of Crop Science, NARO, 2-1-2 Kannondai, Tsukuba, Ibaraki 305-8518, Japan
| | - Jianzhong Wu
- Institute of Crop Science, NARO, 2-1-2 Kannondai, Tsukuba, Ibaraki 305-8518, Japan
| | | | - Rudi Appels
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia. .,Murdoch University, Australia-China Centre for Wheat Improvement, School of Veterinary and Life Sciences, 90 South Street, Murdoch, WA 6150, Australia
| | - Matthew Hayden
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia
| | - Gabriel Keeble-Gagnère
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia
| | - Philippe Rigault
- GYDLE, Suite 220, 1135 Grande Allée, Ouest, Québec, QC G1S 1E7, Canada
| | - Josquin Tibbits
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia
| | | | - Odd-Arne Olsen
- Faculty of Bioscience, Department of Plant Science, Norwegian University of Life Sciences, Arboretveien 6, 1433 Ås, Norway
| | - Tatiana Belova
- Faculty of Bioscience, Department of Plant Science, Norwegian University of Life Sciences, Arboretveien 6, 1433 Ås, Norway
| | | | - Min Jiumeng
- BGI-Shenzhen, BGI Genomics, Building No. 7, BGI Park, No. 21 Hongan 3rd Street, Yantian District, Shenzhen 518083, China
| | - Karl Kugler
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Klaus F X Mayer
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany.,School of Life Sciences Weihenstephan, Technical University of Munich, 85354 Freising, Germany
| | - Matthias Pfeifer
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Simen Sandve
- Faculty of Bioscience, Department of Animal and Aquacultural Sciences, Norwegian University of Life Sciences, Arboretveien 6, 1433 Ås, Norway
| | - Xu Xun
- BGI-Shenzhen, BGI Genomics, Yantian District, Shenzhen 518083, Guangdong, China
| | - Bujie Zhan
- Faculty of Bioscience, Department of Plant Science, Norwegian University of Life Sciences, Arboretveien 6, 1433 Ås, Norway
| | | | - Hana Šimková
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Michael Abrouk
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic.,Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Kingdom of Saudi Arabia
| | - Jacqueline Batley
- School of Biological Sciences and Institute of Agriculture, University of Western Australia, Perth, WA 6009, Australia
| | - Philipp E Bayer
- School of Biological Sciences and Institute of Agriculture, University of Western Australia, Perth, WA 6009, Australia
| | - David Edwards
- School of Biological Sciences and Institute of Agriculture, University of Western Australia, Perth, WA 6009, Australia
| | - Satomi Hayashi
- Queensland University of Technology, Earth, Environmental and Biological Sciences, Brisbane, QLD 4001, Australia
| | - Helena Toegelová
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Zuzana Tulpová
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Paul Visendi
- University of Greenwich, Natural Resources Institute, Central Avenue, Chatham, Kent ME4 4TB, UK
| | | | - Song Weining
- State Key Laboratory of Crop Stress Biology in Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712101, China
| | - Licao Cui
- State Key Laboratory of Crop Stress Biology in Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712101, China
| | - Xianghong Du
- State Key Laboratory of Crop Stress Biology in Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712101, China
| | - Kewei Feng
- State Key Laboratory of Crop Stress Biology in Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712101, China
| | - Xiaojun Nie
- State Key Laboratory of Crop Stress Biology in Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712101, China
| | - Wei Tong
- State Key Laboratory of Crop Stress Biology in Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712101, China
| | - Le Wang
- State Key Laboratory of Crop Stress Biology in Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Shaanxi 712101, China
| | | | - Philippa Borrill
- John Innes Centre, Crop Genetics, Norwich Research Park, Norwich NR4 7UH, UK
| | - Heidrun Gundlach
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Sergio Galvez
- Universidad de Málaga, Lenguajes y Ciencias de la Computación, Campus de Teatinos, 29071 Málaga, Spain
| | | | - Daniel Lang
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Thomas Lux
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Martin Mascher
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Genebank, Corrensstr. 3, 06466 Stadt Seeland, Germany.,German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
| | - Danara Ormanbekova
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany.,Department of Agricultural Sciences, University of Bologna, Viale Fanin, 44 40127 Bologna, Italy
| | - Verena Prade
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | | | - Manuel Spannagl
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Nils Stein
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Genebank, Corrensstr. 3, 06466 Stadt Seeland, Germany. .,The University of Western Australia (UWA), School of Agriculture and Environment, 35 Stirling Highway, Crawley, WA 6009, Australia
| | - Cristobal Uauy
- John Innes Centre, Crop Genetics, Norwich Research Park, Norwich NR4 7UH, UK
| | - Luca Venturini
- Earlham Institute, Core Bioinformatics, Norwich NR4 7UZ, UK
| | | | - Nils Stein
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Genebank, Corrensstr. 3, 06466 Stadt Seeland, Germany. .,The University of Western Australia (UWA), School of Agriculture and Environment, 35 Stirling Highway, Crawley, WA 6009, Australia
| | - Rudi Appels
- AgriBio, Centre for AgriBioscience, Department of Economic Development, Jobs, Transport, and Resources, 5 Ring Road, La Trobe University, Bundoora, VIC 3083, Australia. .,Murdoch University, Australia-China Centre for Wheat Improvement, School of Veterinary and Life Sciences, 90 South Street, Murdoch, WA 6150, Australia
| | - Kellye Eversole
- International Wheat Genome Sequencing Consortium (IWGSC), 5207 Wyoming Road, Bethesda, MD 20816, USA. .,Eversole Associates, 5207 Wyoming Road, Bethesda, MD 20816, USA
| | - Jane Rogers
- International Wheat Genome Sequencing Consortium (IWGSC), 18 High Street, Little Eversden, Cambridge CB23 1HE, UK
| | - Philippa Borrill
- John Innes Centre, Crop Genetics, Norwich Research Park, Norwich NR4 7UH, UK
| | - Luigi Cattivelli
- Council for Agricultural Research and Economics (CREA), Research Centre for Genomics and Bioinformatics, via S. Protaso, 302, I -29017 Fiorenzuola d'Arda, Italy
| | - Frédéric Choulet
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Pilar Hernandez
- Instituto de Agricultura Sostenible (IAS-CSIC), Consejo Superior de Investigaciones Científicas, Alameda del Obispo s/n, 14004 Córdoba, Spain
| | - Kostya Kanyuka
- Rothamsted Research, Biointeractions and Crop Protection, West Common, Harpenden AL5 2JQ, UK
| | - Daniel Lang
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | - Martin Mascher
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Genebank, Corrensstr. 3, 06466 Stadt Seeland, Germany.,German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
| | - Kirby Nilsen
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | - Etienne Paux
- GDEC (Genetics, Diversity and Ecophysiology of Cereals), INRA, Université Clermont Auvergne (UCA), 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Curtis J Pozniak
- University of Saskatchewan, Crop Development Centre, Agriculture Building, 51 Campus Drive, Saskatoon, SK S7N 5A8, Canada
| | | | - Hana Šimková
- Institute of Experimental Botany, Centre of the Region Haná for Biotechnological and Agricultural Research, Šlechtitelů 31, CZ-78371 Olomouc, Czech Republic
| | - Ian Small
- School of Molecular Sciences, ARC Centre of Excellence in Plant Energy Biology, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia
| | - Manuel Spannagl
- Helmholtz Center Munich, Plant Genome and Systems Biology (PGSB), Ingolstaedter Landstr. 1, 85764 Neuherberg, Germany
| | | | - Cristobal Uauy
- John Innes Centre, Crop Genetics, Norwich Research Park, Norwich NR4 7UH, UK
| |
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13
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Hibrand Saint-Oyant L, Ruttink T, Hamama L, Kirov I, Lakhwani D, Zhou NN, Bourke PM, Daccord N, Leus L, Schulz D, Van de Geest H, Hesselink T, Van Laere K, Debray K, Balzergue S, Thouroude T, Chastellier A, Jeauffre J, Voisine L, Gaillard S, Borm TJA, Arens P, Voorrips RE, Maliepaard C, Neu E, Linde M, Le Paslier MC, Bérard A, Bounon R, Clotault J, Choisne N, Quesneville H, Kawamura K, Aubourg S, Sakr S, Smulders MJM, Schijlen E, Bucher E, Debener T, De Riek J, Foucher F. A high-quality genome sequence of Rosa chinensis to elucidate ornamental traits. Nat Plants 2018; 4:473-484. [PMID: 29892093 DOI: 10.1101/254102] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 05/01/2018] [Indexed: 05/27/2023]
Abstract
Rose is the world's most important ornamental plant, with economic, cultural and symbolic value. Roses are cultivated worldwide and sold as garden roses, cut flowers and potted plants. Roses are outbred and can have various ploidy levels. Our objectives were to develop a high-quality reference genome sequence for the genus Rosa by sequencing a doubled haploid, combining long and short reads, and anchoring to a high-density genetic map, and to study the genome structure and genetic basis of major ornamental traits. We produced a doubled haploid rose line ('HapOB') from Rosa chinensis 'Old Blush' and generated a rose genome assembly anchored to seven pseudo-chromosomes (512 Mb with N50 of 3.4 Mb and 564 contigs). The length of 512 Mb represents 90.1-96.1% of the estimated haploid genome size of rose. Of the assembly, 95% is contained in only 196 contigs. The anchoring was validated using high-density diploid and tetraploid genetic maps. We delineated hallmark chromosomal features, including the pericentromeric regions, through annotation of transposable element families and positioned centromeric repeats using fluorescent in situ hybridization. The rose genome displays extensive synteny with the Fragaria vesca genome, and we delineated only two major rearrangements. Genetic diversity was analysed using resequencing data of seven diploid and one tetraploid Rosa species selected from various sections of the genus. Combining genetic and genomic approaches, we identified potential genetic regulators of key ornamental traits, including prickle density and the number of flower petals. A rose APETALA2/TOE homologue is proposed to be the major regulator of petal number in rose. This reference sequence is an important resource for studying polyploidization, meiosis and developmental processes, as we demonstrated for flower and prickle development. It will also accelerate breeding through the development of molecular markers linked to traits, the identification of the genes underlying them and the exploitation of synteny across Rosaceae.
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Affiliation(s)
- L Hibrand Saint-Oyant
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - T Ruttink
- ILVO, Flanders Research Institute for Agriculture, Fisheries and Food, Plant Sciences Unit, Melle, Belgium
| | - L Hamama
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - I Kirov
- ILVO, Flanders Research Institute for Agriculture, Fisheries and Food, Plant Sciences Unit, Melle, Belgium
- Russian State Agrarian University-Moscow Timiryazev Agricultural Academy, Moscow, Russia
| | - D Lakhwani
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - N N Zhou
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - P M Bourke
- Plant Breeding, Wageningen University & Research, Wageningen, The Netherlands
| | - N Daccord
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - L Leus
- ILVO, Flanders Research Institute for Agriculture, Fisheries and Food, Plant Sciences Unit, Melle, Belgium
| | - D Schulz
- Leibniz Universität, Hannover, Germany
| | - H Van de Geest
- Wageningen University & Research, Business Unit Bioscience, Wageningen, The Netherlands
| | - T Hesselink
- Wageningen University & Research, Business Unit Bioscience, Wageningen, The Netherlands
| | - K Van Laere
- ILVO, Flanders Research Institute for Agriculture, Fisheries and Food, Plant Sciences Unit, Melle, Belgium
| | - K Debray
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - S Balzergue
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - T Thouroude
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - A Chastellier
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - J Jeauffre
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - L Voisine
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - S Gaillard
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - T J A Borm
- Plant Breeding, Wageningen University & Research, Wageningen, The Netherlands
| | - P Arens
- Plant Breeding, Wageningen University & Research, Wageningen, The Netherlands
| | - R E Voorrips
- Plant Breeding, Wageningen University & Research, Wageningen, The Netherlands
| | - C Maliepaard
- Plant Breeding, Wageningen University & Research, Wageningen, The Netherlands
| | - E Neu
- Leibniz Universität, Hannover, Germany
| | - M Linde
- Leibniz Universität, Hannover, Germany
| | - M C Le Paslier
- INRA, US 1279 EPGV, Université Paris-Saclay, Evry, France
| | - A Bérard
- INRA, US 1279 EPGV, Université Paris-Saclay, Evry, France
| | - R Bounon
- INRA, US 1279 EPGV, Université Paris-Saclay, Evry, France
| | - J Clotault
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - N Choisne
- URGI, INRA, Université Paris-Saclay, Versailles, France
| | - H Quesneville
- URGI, INRA, Université Paris-Saclay, Versailles, France
| | - K Kawamura
- Osaka Institute of Technology, Osaka, Japan
| | - S Aubourg
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - S Sakr
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - M J M Smulders
- Plant Breeding, Wageningen University & Research, Wageningen, The Netherlands
| | - E Schijlen
- Wageningen University & Research, Business Unit Bioscience, Wageningen, The Netherlands
| | - E Bucher
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - T Debener
- Leibniz Universität, Hannover, Germany
| | - J De Riek
- ILVO, Flanders Research Institute for Agriculture, Fisheries and Food, Plant Sciences Unit, Melle, Belgium
| | - F Foucher
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France.
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14
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Hibrand Saint-Oyant L, Ruttink T, Hamama L, Kirov I, Lakhwani D, Zhou NN, Bourke PM, Daccord N, Leus L, Schulz D, Van de Geest H, Hesselink T, Van Laere K, Debray K, Balzergue S, Thouroude T, Chastellier A, Jeauffre J, Voisine L, Gaillard S, Borm TJA, Arens P, Voorrips RE, Maliepaard C, Neu E, Linde M, Le Paslier MC, Bérard A, Bounon R, Clotault J, Choisne N, Quesneville H, Kawamura K, Aubourg S, Sakr S, Smulders MJM, Schijlen E, Bucher E, Debener T, De Riek J, Foucher F. A high-quality genome sequence of Rosa chinensis to elucidate ornamental traits. Nat Plants 2018; 4:473-484. [PMID: 29892093 PMCID: PMC6786968 DOI: 10.1038/s41477-018-0166-1] [Citation(s) in RCA: 141] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 05/01/2018] [Indexed: 05/18/2023]
Abstract
Rose is the world's most important ornamental plant, with economic, cultural and symbolic value. Roses are cultivated worldwide and sold as garden roses, cut flowers and potted plants. Roses are outbred and can have various ploidy levels. Our objectives were to develop a high-quality reference genome sequence for the genus Rosa by sequencing a doubled haploid, combining long and short reads, and anchoring to a high-density genetic map, and to study the genome structure and genetic basis of major ornamental traits. We produced a doubled haploid rose line ('HapOB') from Rosa chinensis 'Old Blush' and generated a rose genome assembly anchored to seven pseudo-chromosomes (512 Mb with N50 of 3.4 Mb and 564 contigs). The length of 512 Mb represents 90.1-96.1% of the estimated haploid genome size of rose. Of the assembly, 95% is contained in only 196 contigs. The anchoring was validated using high-density diploid and tetraploid genetic maps. We delineated hallmark chromosomal features, including the pericentromeric regions, through annotation of transposable element families and positioned centromeric repeats using fluorescent in situ hybridization. The rose genome displays extensive synteny with the Fragaria vesca genome, and we delineated only two major rearrangements. Genetic diversity was analysed using resequencing data of seven diploid and one tetraploid Rosa species selected from various sections of the genus. Combining genetic and genomic approaches, we identified potential genetic regulators of key ornamental traits, including prickle density and the number of flower petals. A rose APETALA2/TOE homologue is proposed to be the major regulator of petal number in rose. This reference sequence is an important resource for studying polyploidization, meiosis and developmental processes, as we demonstrated for flower and prickle development. It will also accelerate breeding through the development of molecular markers linked to traits, the identification of the genes underlying them and the exploitation of synteny across Rosaceae.
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Affiliation(s)
- L Hibrand Saint-Oyant
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - T Ruttink
- ILVO, Flanders Research Institute for Agriculture, Fisheries and Food, Plant Sciences Unit, Melle, Belgium
| | - L Hamama
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - I Kirov
- ILVO, Flanders Research Institute for Agriculture, Fisheries and Food, Plant Sciences Unit, Melle, Belgium
- Russian State Agrarian University-Moscow Timiryazev Agricultural Academy, Moscow, Russia
| | - D Lakhwani
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - N N Zhou
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - P M Bourke
- Plant Breeding, Wageningen University & Research, Wageningen, The Netherlands
| | - N Daccord
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - L Leus
- ILVO, Flanders Research Institute for Agriculture, Fisheries and Food, Plant Sciences Unit, Melle, Belgium
| | - D Schulz
- Leibniz Universität, Hannover, Germany
| | - H Van de Geest
- Wageningen University & Research, Business Unit Bioscience, Wageningen, The Netherlands
| | - T Hesselink
- Wageningen University & Research, Business Unit Bioscience, Wageningen, The Netherlands
| | - K Van Laere
- ILVO, Flanders Research Institute for Agriculture, Fisheries and Food, Plant Sciences Unit, Melle, Belgium
| | - K Debray
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - S Balzergue
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - T Thouroude
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - A Chastellier
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - J Jeauffre
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - L Voisine
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - S Gaillard
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - T J A Borm
- Plant Breeding, Wageningen University & Research, Wageningen, The Netherlands
| | - P Arens
- Plant Breeding, Wageningen University & Research, Wageningen, The Netherlands
| | - R E Voorrips
- Plant Breeding, Wageningen University & Research, Wageningen, The Netherlands
| | - C Maliepaard
- Plant Breeding, Wageningen University & Research, Wageningen, The Netherlands
| | - E Neu
- Leibniz Universität, Hannover, Germany
| | - M Linde
- Leibniz Universität, Hannover, Germany
| | - M C Le Paslier
- INRA, US 1279 EPGV, Université Paris-Saclay, Evry, France
| | - A Bérard
- INRA, US 1279 EPGV, Université Paris-Saclay, Evry, France
| | - R Bounon
- INRA, US 1279 EPGV, Université Paris-Saclay, Evry, France
| | - J Clotault
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - N Choisne
- URGI, INRA, Université Paris-Saclay, Versailles, France
| | - H Quesneville
- URGI, INRA, Université Paris-Saclay, Versailles, France
| | - K Kawamura
- Osaka Institute of Technology, Osaka, Japan
| | - S Aubourg
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - S Sakr
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - M J M Smulders
- Plant Breeding, Wageningen University & Research, Wageningen, The Netherlands
| | - E Schijlen
- Wageningen University & Research, Business Unit Bioscience, Wageningen, The Netherlands
| | - E Bucher
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France
| | - T Debener
- Leibniz Universität, Hannover, Germany
| | - J De Riek
- ILVO, Flanders Research Institute for Agriculture, Fisheries and Food, Plant Sciences Unit, Melle, Belgium
| | - F Foucher
- IRHS, Agrocampus-Ouest, INRA, Université d'Angers, SFR 4207 QuaSaV, Beaucouzé, France.
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15
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Plomion C, Aury JM, Amselem J, Leroy T, Murat F, Duplessis S, Faye S, Francillonne N, Labadie K, Le Provost G, Lesur I, Bartholomé J, Faivre-Rampant P, Kohler A, Leplé JC, Chantret N, Chen J, Diévart A, Alaeitabar T, Barbe V, Belser C, Bergès H, Bodénès C, Bogeat-Triboulot MB, Bouffaud ML, Brachi B, Chancerel E, Cohen D, Couloux A, Da Silva C, Dossat C, Ehrenmann F, Gaspin C, Grima-Pettenati J, Guichoux E, Hecker A, Herrmann S, Hugueney P, Hummel I, Klopp C, Lalanne C, Lascoux M, Lasserre E, Lemainque A, Desprez-Loustau ML, Luyten I, Madoui MA, Mangenot S, Marchal C, Maumus F, Mercier J, Michotey C, Panaud O, Picault N, Rouhier N, Rué O, Rustenholz C, Salin F, Soler M, Tarkka M, Velt A, Zanne AE, Martin F, Wincker P, Quesneville H, Kremer A, Salse J. Oak genome reveals facets of long lifespan. Nat Plants 2018; 4:440-452. [PMID: 29915331 PMCID: PMC6086335 DOI: 10.1038/s41477-018-0172-3] [Citation(s) in RCA: 183] [Impact Index Per Article: 30.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2017] [Accepted: 05/08/2018] [Indexed: 05/18/2023]
Abstract
Oaks are an important part of our natural and cultural heritage. Not only are they ubiquitous in our most common landscapes1 but they have also supplied human societies with invaluable services, including food and shelter, since prehistoric times2. With 450 species spread throughout Asia, Europe and America3, oaks constitute a critical global renewable resource. The longevity of oaks (several hundred years) probably underlies their emblematic cultural and historical importance. Such long-lived sessile organisms must persist in the face of a wide range of abiotic and biotic threats over their lifespans. We investigated the genomic features associated with such a long lifespan by sequencing, assembling and annotating the oak genome. We then used the growing number of whole-genome sequences for plants (including tree and herbaceous species) to investigate the parallel evolution of genomic characteristics potentially underpinning tree longevity. A further consequence of the long lifespan of trees is their accumulation of somatic mutations during mitotic divisions of stem cells present in the shoot apical meristems. Empirical4 and modelling5 approaches have shown that intra-organismal genetic heterogeneity can be selected for6 and provides direct fitness benefits in the arms race with short-lived pests and pathogens through a patchwork of intra-organismal phenotypes7. However, there is no clear proof that large-statured trees consist of a genetic mosaic of clonally distinct cell lineages within and between branches. Through this case study of oak, we demonstrate the accumulation and transmission of somatic mutations and the expansion of disease-resistance gene families in trees.
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Affiliation(s)
| | - Jean-Marc Aury
- Commissariat à l'Energie Atomique (CEA), Genoscope, Institut de Biologie François-Jacob, Evry, France
| | | | | | | | | | - Sébastien Faye
- Commissariat à l'Energie Atomique (CEA), Genoscope, Institut de Biologie François-Jacob, Evry, France
| | | | - Karine Labadie
- Commissariat à l'Energie Atomique (CEA), Genoscope, Institut de Biologie François-Jacob, Evry, France
| | | | - Isabelle Lesur
- BIOGECO, INRA, Université de Bordeaux, Cestas, France
- HelixVenture, Mérignac, France
| | | | | | | | | | - Nathalie Chantret
- AGAP, Université de Montpellier, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
| | - Jun Chen
- Department of Ecology and Genetics, Evolutionary Biology Centre, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Anne Diévart
- CIRAD, UMR AGAP, Montpellier, France
- Université de Montpellier, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
| | | | - Valérie Barbe
- Commissariat à l'Energie Atomique (CEA), Genoscope, Institut de Biologie François-Jacob, Evry, France
| | - Caroline Belser
- Commissariat à l'Energie Atomique (CEA), Genoscope, Institut de Biologie François-Jacob, Evry, France
| | | | | | | | - Marie-Lara Bouffaud
- Department of Soil Ecology, UFZ-Helmholtz Centre for Environmental Research, Halle/Saale, Germany
| | | | | | - David Cohen
- UMR Silva, INRA, Université de Lorraine, AgroPariTech, Nancy, France
| | - Arnaud Couloux
- Commissariat à l'Energie Atomique (CEA), Genoscope, Institut de Biologie François-Jacob, Evry, France
| | - Corinne Da Silva
- Commissariat à l'Energie Atomique (CEA), Genoscope, Institut de Biologie François-Jacob, Evry, France
| | - Carole Dossat
- Commissariat à l'Energie Atomique (CEA), Genoscope, Institut de Biologie François-Jacob, Evry, France
| | | | - Christine Gaspin
- Plateforme bioinformatique Toulouse Midi-Pyrénées, INRA, Auzeville Castanet-Tolosan, France
| | | | | | - Arnaud Hecker
- IAM, INRA, Université de Lorraine, Champenoux, France
| | - Sylvie Herrmann
- German Centre for Integrative Research (iDiv), Halle-Jena-Leipzig, Leipzig, Germany
| | | | - Irène Hummel
- UMR Silva, INRA, Université de Lorraine, AgroPariTech, Nancy, France
| | - Christophe Klopp
- Plateforme bioinformatique Toulouse Midi-Pyrénées, INRA, Auzeville Castanet-Tolosan, France
| | | | - Martin Lascoux
- Department of Ecology and Genetics, Evolutionary Biology Centre, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Eric Lasserre
- Université de Perpignan, UMR 5096, Perpignan, France
| | - Arnaud Lemainque
- Commissariat à l'Energie Atomique (CEA), Genoscope, Institut de Biologie François-Jacob, Evry, France
| | | | | | - Mohammed-Amin Madoui
- Commissariat à l'Energie Atomique (CEA), Genoscope, Institut de Biologie François-Jacob, Evry, France
| | - Sophie Mangenot
- Commissariat à l'Energie Atomique (CEA), Genoscope, Institut de Biologie François-Jacob, Evry, France
| | | | | | - Jonathan Mercier
- Commissariat à l'Energie Atomique (CEA), Genoscope, Institut de Biologie François-Jacob, Evry, France
| | | | | | | | | | - Olivier Rué
- Plateforme bioinformatique Toulouse Midi-Pyrénées, INRA, Auzeville Castanet-Tolosan, France
| | | | - Franck Salin
- BIOGECO, INRA, Université de Bordeaux, Cestas, France
| | - Marçal Soler
- Université de Toulouse, CNRS, UMR 5546, LRSV, Castanet-Tolosan, France
- Laboratori del Suro, University of Girona, Girona, Spain
| | - Mika Tarkka
- Department of Soil Ecology, UFZ-Helmholtz Centre for Environmental Research, Halle/Saale, Germany
| | - Amandine Velt
- SVQV, Université de Strasbourg, INRA, Colmar, France
| | - Amy E Zanne
- Department of Biological Sciences, George Washington University, Washington, DC, USA
| | | | - Patrick Wincker
- Génomique Métabolique, Genoscope, Institut de Biologie François-Jacob, Commissariat à l'Energie Atomique (CEA), CNRS, Université d'Evry, Université Paris-Saclay, Evry, France
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16
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Dzale Yeumo E, Alaux M, Arnaud E, Aubin S, Baumann U, Buche P, Cooper L, Ćwiek-Kupczyńska H, Davey RP, Fulss RA, Jonquet C, Laporte MA, Larmande P, Pommier C, Protonotarios V, Reverte C, Shrestha R, Subirats I, Venkatesan A, Whan A, Quesneville H. Developing data interoperability using standards: A wheat community use case. F1000Res 2017; 6:1843. [PMID: 29333241 PMCID: PMC5747345 DOI: 10.12688/f1000research.12234.2] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/23/2017] [Indexed: 11/20/2022] Open
Abstract
In this article, we present a joint effort of the wheat research community, along with data and ontology experts, to develop wheat data interoperability guidelines. Interoperability is the ability of two or more systems and devices to cooperate and exchange data, and interpret that shared information. Interoperability is a growing concern to the wheat scientific community, and agriculture in general, as the need to interpret the deluge of data obtained through high-throughput technologies grows. Agreeing on common data formats, metadata, and vocabulary standards is an important step to obtain the required data interoperability level in order to add value by encouraging data sharing, and subsequently facilitate the extraction of new information from existing and new datasets. During a period of more than 18 months, the RDA Wheat Data Interoperability Working Group (WDI-WG) surveyed the wheat research community about the use of data standards, then discussed and selected a set of recommendations based on consensual criteria. The recommendations promote standards for data types identified by the wheat research community as the most important for the coming years: nucleotide sequence variants, genome annotations, phenotypes, germplasm data, gene expression experiments, and physical maps. For each of these data types, the guidelines recommend best practices in terms of use of data formats, metadata standards and ontologies. In addition to the best practices, the guidelines provide examples of tools and implementations that are likely to facilitate the adoption of the recommendations. To maximize the adoption of the recommendations, the WDI-WG used a community-driven approach that involved the wheat research community from the start, took into account their needs and practices, and provided them with a framework to keep the recommendations up to date. We also report this approach's potential to be generalizable to other (agricultural) domains.
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Affiliation(s)
- Esther Dzale Yeumo
- INRA, UAR 1266 DIST Délégation Information Scientifique et Technique, Centre de recherche Ile-de-France-Versailles-Grignon, Versailles, 78000 , France
| | - Michael Alaux
- Unité de Recherche Génomique-Info (URGI), INRA, Université Paris-Saclay, Versailles, 78026, France
| | | | - Sophie Aubin
- INRA, UAR 1266 DIST Délégation Information Scientifique et Technique, Centre de recherche Ile-de-France-Versailles-Grignon, Versailles, 78000 , France
| | - Ute Baumann
- School of Agriculture, Food and Wine, University of Adelaide, Glen Osmond, SA, 5064, Australia
| | - Patrice Buche
- Institut National de la Recherche Scientifique, Centre National De La Recherche Scientifique, Montpellier, 34000, France
| | - Laurel Cooper
- Department of Botany and Plant Pathology, Oregon State University, Corvallis, OR, 97331, USA
| | - Hanna Ćwiek-Kupczyńska
- Department of Biometry and Bioinformatics, Institute of Plant Genetics, Polish Academy of Sciences, Poznań, 60-479, Poland
| | | | | | - Clement Jonquet
- Center for Biomedical Informatics Research, Stanford University, Stanford, CA, 94305, USA
- Laboratory of Informatics, Robotics and Microelectronics of Montpellier , University of Montpellier, Montpellier, 34090, France
| | | | - Pierre Larmande
- Institut de Biologie Computationnelle, Université Montpellier, Montpellier, 34090, France
- Institut de Recherche pour le Développement , Marseille, 13572, France
| | - Cyril Pommier
- Unité de Recherche Génomique-Info (URGI), INRA, Université Paris-Saclay, Versailles, 78026, France
| | | | - Carmen Reverte
- IRTA. Ctra. de Poble Nou, Sant Carles de la Ràpita, E-43540, Spain
| | - Rosemary Shrestha
- International Maize and Wheat Improvement Center, Texcoco, 56237, Mexico
| | - Imma Subirats
- Food and Agriculture Organization of the United Nations, Rome, 00153, Italy
| | - Aravind Venkatesan
- Institut de Biologie Computationnelle, Université Montpellier, Montpellier, 34090, France
| | - Alex Whan
- Commonwealth Science and Industrial Research Organisation, Agriculture and Food, Canberra, ACT, 2601, Australia
| | - Hadi Quesneville
- Unité de Recherche Génomique-Info (URGI), INRA, Université Paris-Saclay, Versailles, 78026, France
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17
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Dzale Yeumo E, Alaux M, Arnaud E, Aubin S, Baumann U, Buche P, Cooper L, Ćwiek-Kupczyńska H, Davey RP, Fulss RA, Jonquet C, Laporte MA, Larmande P, Pommier C, Protonotarios V, Reverte C, Shrestha R, Subirats I, Venkatesan A, Whan A, Quesneville H. Developing data interoperability using standards: A wheat community use case. F1000Res 2017; 6:1843. [PMID: 29333241 PMCID: PMC5747345 DOI: 10.12688/f1000research.12234.1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/05/2017] [Indexed: 11/20/2022] Open
Abstract
In this article, we present a joint effort of the wheat research community, along with data and ontology experts, to develop wheat data interoperability guidelines. Interoperability is the ability of two or more systems and devices to cooperate and exchange data, and interpret that shared information. Interoperability is a growing concern to the wheat scientific community, and agriculture in general, as the need to interpret the deluge of data obtained through high-throughput technologies grows. Agreeing on common data formats, metadata, and vocabulary standards is an important step to obtain the required data interoperability level in order to add value by encouraging data sharing, and subsequently facilitate the extraction of new information from existing and new datasets. During a period of more than 18 months, the RDA Wheat Data Interoperability Working Group (WDI-WG) surveyed the wheat research community about the use of data standards, then discussed and selected a set of recommendations based on consensual criteria. The recommendations promote standards for data types identified by the wheat research community as the most important for the coming years: nucleotide sequence variants, genome annotations, phenotypes, germplasm data, gene expression experiments, and physical maps. For each of these data types, the guidelines recommend best practices in terms of use of data formats, metadata standards and ontologies. In addition to the best practices, the guidelines provide examples of tools and implementations that are likely to facilitate the adoption of the recommendations. To maximize the adoption of the recommendations, the WDI-WG used a community-driven approach that involved the wheat research community from the start, took into account their needs and practices, and provided them with a framework to keep the recommendations up to date. We also report this approach's potential to be generalizable to other (agricultural) domains.
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Affiliation(s)
- Esther Dzale Yeumo
- INRA, UAR 1266 DIST Délégation Information Scientifique et Technique, Centre de recherche Ile-de-France-Versailles-Grignon, Versailles, 78000 , France
| | - Michael Alaux
- Unité de Recherche Génomique-Info (URGI), INRA, Université Paris-Saclay, Versailles, 78026, France
| | | | - Sophie Aubin
- INRA, UAR 1266 DIST Délégation Information Scientifique et Technique, Centre de recherche Ile-de-France-Versailles-Grignon, Versailles, 78000 , France
| | - Ute Baumann
- School of Agriculture, Food and Wine, University of Adelaide, Glen Osmond, SA, 5064, Australia
| | - Patrice Buche
- Institut National de la Recherche Scientifique, Centre National De La Recherche Scientifique, Montpellier, 34000, France
| | - Laurel Cooper
- Department of Botany and Plant Pathology, Oregon State University, Corvallis, OR, 97331, USA
| | - Hanna Ćwiek-Kupczyńska
- Department of Biometry and Bioinformatics, Institute of Plant Genetics, Polish Academy of Sciences, Poznań, 60-479, Poland
| | | | | | - Clement Jonquet
- Center for Biomedical Informatics Research, Stanford University, Stanford, CA, 94305, USA
- Laboratory of Informatics, Robotics and Microelectronics of Montpellier , University of Montpellier, Montpellier, 34090, France
| | | | - Pierre Larmande
- Institut de Biologie Computationnelle, Université Montpellier, Montpellier, 34090, France
- Institut de Recherche pour le Développement , Marseille, 13572, France
| | - Cyril Pommier
- Unité de Recherche Génomique-Info (URGI), INRA, Université Paris-Saclay, Versailles, 78026, France
| | | | - Carmen Reverte
- IRTA. Ctra. de Poble Nou, Sant Carles de la Ràpita, E-43540, Spain
| | - Rosemary Shrestha
- International Maize and Wheat Improvement Center, Texcoco, 56237, Mexico
| | - Imma Subirats
- Food and Agriculture Organization of the United Nations, Rome, 00153, Italy
| | - Aravind Venkatesan
- Institut de Biologie Computationnelle, Université Montpellier, Montpellier, 34090, France
| | - Alex Whan
- Commonwealth Science and Industrial Research Organisation, Agriculture and Food, Canberra, ACT, 2601, Australia
| | - Hadi Quesneville
- Unité de Recherche Génomique-Info (URGI), INRA, Université Paris-Saclay, Versailles, 78026, France
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18
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Gouin A, Bretaudeau A, Nam K, Gimenez S, Aury JM, Duvic B, Hilliou F, Durand N, Montagné N, Darboux I, Kuwar S, Chertemps T, Siaussat D, Bretschneider A, Moné Y, Ahn SJ, Hänniger S, Grenet ASG, Neunemann D, Maumus F, Luyten I, Labadie K, Xu W, Koutroumpa F, Escoubas JM, Llopis A, Maïbèche-Coisne M, Salasc F, Tomar A, Anderson AR, Khan SA, Dumas P, Orsucci M, Guy J, Belser C, Alberti A, Noel B, Couloux A, Mercier J, Nidelet S, Dubois E, Liu NY, Boulogne I, Mirabeau O, Le Goff G, Gordon K, Oakeshott J, Consoli FL, Volkoff AN, Fescemyer HW, Marden JH, Luthe DS, Herrero S, Heckel DG, Wincker P, Kergoat GJ, Amselem J, Quesneville H, Groot AT, Jacquin-Joly E, Nègre N, Lemaitre C, Legeai F, d'Alençon E, Fournier P. Two genomes of highly polyphagous lepidopteran pests (Spodoptera frugiperda, Noctuidae) with different host-plant ranges. Sci Rep 2017; 7:11816. [PMID: 28947760 PMCID: PMC5613006 DOI: 10.1038/s41598-017-10461-4] [Citation(s) in RCA: 169] [Impact Index Per Article: 24.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Accepted: 04/19/2017] [Indexed: 12/30/2022] Open
Abstract
Emergence of polyphagous herbivorous insects entails significant adaptation to recognize, detoxify and digest a variety of host-plants. Despite of its biological and practical importance - since insects eat 20% of crops - no exhaustive analysis of gene repertoires required for adaptations in generalist insect herbivores has previously been performed. The noctuid moth Spodoptera frugiperda ranks as one of the world’s worst agricultural pests. This insect is polyphagous while the majority of other lepidopteran herbivores are specialist. It consists of two morphologically indistinguishable strains (“C” and “R”) that have different host plant ranges. To describe the evolutionary mechanisms that both enable the emergence of polyphagous herbivory and lead to the shift in the host preference, we analyzed whole genome sequences from laboratory and natural populations of both strains. We observed huge expansions of genes associated with chemosensation and detoxification compared with specialist Lepidoptera. These expansions are largely due to tandem duplication, a possible adaptation mechanism enabling polyphagy. Individuals from natural C and R populations show significant genomic differentiation. We found signatures of positive selection in genes involved in chemoreception, detoxification and digestion, and copy number variation in the two latter gene families, suggesting an adaptive role for structural variation.
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Affiliation(s)
- Anaïs Gouin
- INRIA, IRISA, GenScale, Campus de Beaulieu, Rennes, 35042, France
| | - Anthony Bretaudeau
- INRA, UMR Institut de Génétique, Environnement et Protection des Plantes (IGEPP), BioInformatics Platform for Agroecosystems Arthropods (BIPAA), Campus Beaulieu, Rennes, 35042, France.,INRIA, IRISA, GenOuest Core Facility, Campus de Beaulieu, Rennes, 35042, France
| | - Kiwoong Nam
- DGIMI, INRA, Univ. Montpellier, 34095, Montpellier, France
| | - Sylvie Gimenez
- DGIMI, INRA, Univ. Montpellier, 34095, Montpellier, France
| | - Jean-Marc Aury
- CEA, Genoscope, 2 rue Gaston Crémieux, 91000, Evry, France
| | - Bernard Duvic
- DGIMI, INRA, Univ. Montpellier, 34095, Montpellier, France
| | - Frédérique Hilliou
- Université Côte d'Azur, INRA, CNRS, Institut Sophia Agrobiotech, 06903 Sophia-Antipolis, France
| | - Nicolas Durand
- Sorbonne Universités, UPMC University Paris 06, Institute of Ecology and Environmental Sciences of Paris, 75005, Paris, France
| | - Nicolas Montagné
- Sorbonne Universités, UPMC University Paris 06, Institute of Ecology and Environmental Sciences of Paris, 75005, Paris, France
| | | | - Suyog Kuwar
- Department of Entomology, Max Planck Institute for Chemical Ecology, D-07745, Jena, Germany
| | - Thomas Chertemps
- Sorbonne Universités, UPMC University Paris 06, Institute of Ecology and Environmental Sciences of Paris, 75005, Paris, France
| | - David Siaussat
- Sorbonne Universités, UPMC University Paris 06, Institute of Ecology and Environmental Sciences of Paris, 75005, Paris, France
| | - Anne Bretschneider
- Department of Entomology, Max Planck Institute for Chemical Ecology, D-07745, Jena, Germany
| | - Yves Moné
- DGIMI, INRA, Univ. Montpellier, 34095, Montpellier, France
| | - Seung-Joon Ahn
- Department of Entomology, Max Planck Institute for Chemical Ecology, D-07745, Jena, Germany
| | - Sabine Hänniger
- Department of Entomology, Max Planck Institute for Chemical Ecology, D-07745, Jena, Germany
| | | | - David Neunemann
- Department of Entomology, Max Planck Institute for Chemical Ecology, D-07745, Jena, Germany
| | - Florian Maumus
- URGI, INRA, Université Paris-Saclay, 78026, Versailles, France
| | - Isabelle Luyten
- URGI, INRA, Université Paris-Saclay, 78026, Versailles, France
| | - Karine Labadie
- CEA, Genoscope, 2 rue Gaston Crémieux, 91000, Evry, France
| | - Wei Xu
- School of Veterinary and Life Sciences, Murdoch University, Murdoch, 6150, Australia
| | - Fotini Koutroumpa
- INRA, Institute of Ecology and Environmental Sciences, 78000, Versailles, France.,Laboratory of Mammalian Genetics, Center for DNA Fingerprinting and Diagnostics (CDFD), Lab block: Tuljaguda (Opp. MJ Market), Nampally, Hyderabad, 500 001, India
| | | | - Angel Llopis
- Department of Genetics, Universitat de València, 46100, Burjassot, Valencia, Spain.,Estructura de Recerca Interdisciplinar en Biotecnologia i Biomedicina (ERI-BIOTECMED), Universitat de València, 46100, Burjassot, Valencia, Spain
| | - Martine Maïbèche-Coisne
- Sorbonne Universités, UPMC University Paris 06, Institute of Ecology and Environmental Sciences of Paris, 75005, Paris, France
| | - Fanny Salasc
- DGIMI, INRA, Univ. Montpellier, 34095, Montpellier, France.,EPHE, PSL Research University, UMR1333 - DGIMI, Pathologie comparée des Invertébrés CC101, F-34095, Montpellier cedex 5, France
| | - Archana Tomar
- Laboratory of Mammalian Genetics, Center for DNA Fingerprinting and Diagnostics (CDFD), Lab block: Tuljaguda (Opp. MJ Market), Nampally, Hyderabad, 500 001, India
| | - Alisha R Anderson
- CSIRO Ecosystem Sciences, Black Mountain, Canberra, ACT 2600, Australia
| | - Sher Afzal Khan
- Department of Entomology, Max Planck Institute for Chemical Ecology, D-07745, Jena, Germany
| | - Pascaline Dumas
- Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Science Park 904, 1090 GE, Amsterdam, The Netherlands
| | - Marion Orsucci
- DGIMI, INRA, Univ. Montpellier, 34095, Montpellier, France
| | - Julie Guy
- CEA, Genoscope, 2 rue Gaston Crémieux, 91000, Evry, France
| | | | | | - Benjamin Noel
- CEA, Genoscope, 2 rue Gaston Crémieux, 91000, Evry, France
| | - Arnaud Couloux
- CEA, Genoscope, 2 rue Gaston Crémieux, 91000, Evry, France
| | | | - Sabine Nidelet
- Plateforme MGX, C/o institut de Génomique Fonctionnelle, 141, rue de la Cardonille, 34094, Montpellier cedex 05, France
| | - Emeric Dubois
- Plateforme MGX, C/o institut de Génomique Fonctionnelle, 141, rue de la Cardonille, 34094, Montpellier cedex 05, France
| | - Nai-Yong Liu
- Key Laboratory of Forest Disaster Warning and Control of Yunnan Province, Southwest Forestry University, Kunming, 650224, China
| | - Isabelle Boulogne
- Sorbonne Universités, UPMC University Paris 06, Institute of Ecology and Environmental Sciences of Paris, 75005, Paris, France
| | - Olivier Mirabeau
- INRA, Institute of Ecology and Environmental Sciences, 78000, Versailles, France
| | - Gaelle Le Goff
- Université Côte d'Azur, INRA, CNRS, Institut Sophia Agrobiotech, 06903 Sophia-Antipolis, France
| | - Karl Gordon
- CSIRO, Clunies Ross St, (GPO Box 1700), Acton, ACT 2601, Australia
| | - John Oakeshott
- CSIRO, Clunies Ross St, (GPO Box 1700), Acton, ACT 2601, Australia
| | - Fernando L Consoli
- Departamento de Entomologia e Acarologia, Escola Superior de Agricultura Luiz de Queiroz, Universidade de São Paulo, Av. Pádua Dias 11, 13418-900, Piracicaba, Brazil
| | | | - Howard W Fescemyer
- Department of Biology, 208 Mueller Laboratory, The Pennsylvania State University, University Park, 16802, Pennsylvania, USA
| | - James H Marden
- Department of Biology, 208 Mueller Laboratory, The Pennsylvania State University, University Park, 16802, Pennsylvania, USA
| | - Dawn S Luthe
- Department of Plant Science, 102 Tyson Building, The Pennsylvania State University, University Park, 16802, Pennsylvania, USA
| | - Salvador Herrero
- Department of Genetics, Universitat de València, 46100, Burjassot, Valencia, Spain
| | - David G Heckel
- Department of Entomology, Max Planck Institute for Chemical Ecology, D-07745, Jena, Germany
| | - Patrick Wincker
- CEA, Genoscope, 2 rue Gaston Crémieux, 91000, Evry, France.,CNRS UMR 8030, 2 rue Gaston Crémieux, 91000, Evry, France.,Université d'Evry Val D'Essonne, 91000, Evry, France
| | - Gael J Kergoat
- INRA, UMR1062 CBGP, IRD, CIRAD, Montpellier SupAgro, 755 Avenue du campus Agropolis, 34988, Montferrier/Lez, France
| | - Joelle Amselem
- URGI, INRA, Université Paris-Saclay, 78026, Versailles, France
| | | | - Astrid T Groot
- Department of Entomology, Max Planck Institute for Chemical Ecology, D-07745, Jena, Germany.,Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Science Park 904, 1090 GE, Amsterdam, The Netherlands
| | | | - Nicolas Nègre
- DGIMI, INRA, Univ. Montpellier, 34095, Montpellier, France.
| | - Claire Lemaitre
- INRIA, IRISA, GenScale, Campus de Beaulieu, Rennes, 35042, France.
| | - Fabrice Legeai
- INRIA, IRISA, GenScale, Campus de Beaulieu, Rennes, 35042, France
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19
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El Baidouri M, Murat F, Veyssiere M, Molinier M, Flores R, Burlot L, Alaux M, Quesneville H, Pont C, Salse J. Reconciling the evolutionary origin of bread wheat (Triticum aestivum). New Phytol 2017; 213:1477-1486. [PMID: 27551821 DOI: 10.1111/nph.14113] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2016] [Accepted: 06/18/2016] [Indexed: 05/26/2023]
Abstract
The origin of bread wheat (Triticum aestivum; AABBDD) has been a subject of controversy and of intense debate in the scientific community over the last few decades. In 2015, three articles published in New Phytologist discussed the origin of hexaploid bread wheat (AABBDD) from the diploid progenitors Triticum urartu (AA), a relative of Aegilops speltoides (BB) and Triticum tauschii (DD). Access to new genomic resources since 2013 has offered the opportunity to gain novel insights into the paleohistory of modern bread wheat, allowing characterization of its origin from its diploid progenitors at unprecedented resolution. We propose a reconciled evolutionary scenario for the modern bread wheat genome based on the complementary investigation of transposable element and mutation dynamics between diploid, tetraploid and hexaploid wheat. In this scenario, the structural asymmetry observed between the A, B and D subgenomes in hexaploid bread wheat derives from the cumulative effect of diploid progenitor divergence, the hybrid origin of the D subgenome, and subgenome partitioning following the polyploidization events.
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Affiliation(s)
- Moaine El Baidouri
- INRA/UBP UMR 1095 GDEC (Genetics, Diversity and Ecophysiology of Cereals), 5 chemin de Beaulieu, Clermont Ferrand, 63100, France
| | - Florent Murat
- INRA/UBP UMR 1095 GDEC (Genetics, Diversity and Ecophysiology of Cereals), 5 chemin de Beaulieu, Clermont Ferrand, 63100, France
| | - Maeva Veyssiere
- INRA/UBP UMR 1095 GDEC (Genetics, Diversity and Ecophysiology of Cereals), 5 chemin de Beaulieu, Clermont Ferrand, 63100, France
| | - Mélanie Molinier
- INRA/UBP UMR 1095 GDEC (Genetics, Diversity and Ecophysiology of Cereals), 5 chemin de Beaulieu, Clermont Ferrand, 63100, France
| | - Raphael Flores
- INRA UR1164 URGI (Research Unit in Genomics-Info), Université Paris-Saclay, Versailles, 78026, France
| | - Laura Burlot
- INRA UR1164 URGI (Research Unit in Genomics-Info), Université Paris-Saclay, Versailles, 78026, France
| | - Michael Alaux
- INRA UR1164 URGI (Research Unit in Genomics-Info), Université Paris-Saclay, Versailles, 78026, France
| | - Hadi Quesneville
- INRA UR1164 URGI (Research Unit in Genomics-Info), Université Paris-Saclay, Versailles, 78026, France
| | - Caroline Pont
- INRA/UBP UMR 1095 GDEC (Genetics, Diversity and Ecophysiology of Cereals), 5 chemin de Beaulieu, Clermont Ferrand, 63100, France
| | - Jérôme Salse
- INRA/UBP UMR 1095 GDEC (Genetics, Diversity and Ecophysiology of Cereals), 5 chemin de Beaulieu, Clermont Ferrand, 63100, France
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20
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Quraishi UM, Pont C, Ain QU, Flores R, Burlot L, Alaux M, Quesneville H, Salse J. Combined Genomic and Genetic Data Integration of Major Agronomical Traits in Bread Wheat ( Triticum aestivum L.). Front Plant Sci 2017; 8:1843. [PMID: 29184557 PMCID: PMC5694560 DOI: 10.3389/fpls.2017.01843] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Accepted: 10/10/2017] [Indexed: 05/18/2023]
Abstract
The high resolution integration of bread wheat genetic and genomic resources accumulated during the last decades offers the opportunity to unveil candidate genes driving major agronomical traits to an unprecedented scale. We combined 27 public quantitative genetic studies and four genetic maps to deliver an exhaustive consensus map consisting of 140,315 molecular markers hosting 221, 73, and 82 Quantitative Trait Loci (QTL) for respectively yield, baking quality, and grain protein content (GPC) related traits. Projection of the consensus genetic map and associated QTLs onto the wheat syntenome made of 99,386 genes ordered on the 21 chromosomes delivered a complete and non-redundant repertoire of 18, 8, 6 metaQTLs for respectively yield, baking quality and GPC, altogether associated to 15,772 genes (delivering 28,630 SNP-based makers) including 37 major candidates. Overall, this study illustrates a translational research approach in transferring information gained from grass relatives to dissect the genomic regions hosting major loci governing key agronomical traits in bread wheat, their flanking markers and associated candidate genes to be now considered as a key resource for breeding programs.
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Affiliation(s)
- Umar M. Quraishi
- Department of Plant Sciences, Quaid-i-Azam University, Islamabad, Pakistan
- Institut National de la Recherche Agronomique, Université Clermont Auvergne, UMR 1095 Génétique, Diversité et Ecophysiologie des Céréales, Clermont-Ferrand, France
- *Correspondence: Umar M. Quraishi ;
| | - Caroline Pont
- Institut National de la Recherche Agronomique, Université Clermont Auvergne, UMR 1095 Génétique, Diversité et Ecophysiologie des Céréales, Clermont-Ferrand, France
| | - Qurat-ul Ain
- Department of Plant Sciences, Quaid-i-Azam University, Islamabad, Pakistan
| | - Raphael Flores
- Institut National de la Recherche Agronomique UR1164 URGI (Research Unit in Genomics-Info), Université Paris-Saclay, Versailles, France
| | - Laura Burlot
- Institut National de la Recherche Agronomique UR1164 URGI (Research Unit in Genomics-Info), Université Paris-Saclay, Versailles, France
| | - Michael Alaux
- Institut National de la Recherche Agronomique UR1164 URGI (Research Unit in Genomics-Info), Université Paris-Saclay, Versailles, France
| | - Hadi Quesneville
- Institut National de la Recherche Agronomique UR1164 URGI (Research Unit in Genomics-Info), Université Paris-Saclay, Versailles, France
| | - Jerome Salse
- Institut National de la Recherche Agronomique, Université Clermont Auvergne, UMR 1095 Génétique, Diversité et Ecophysiologie des Céréales, Clermont-Ferrand, France
- Jerome Salse
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21
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Adam-Blondon AF, Alaux M, Pommier C, Cantu D, Cheng ZM, Cramer GR, Davies C, Delrot S, Deluc L, Di Gaspero G, Grimplet J, Fennell A, Londo JP, Kersey P, Mattivi F, Naithani S, Neveu P, Nikolski M, Pezzotti M, Reisch BI, Töpfer R, Vivier MA, Ware D, Quesneville H. Towards an open grapevine information system. Hortic Res 2016; 3:16056. [PMID: 27917288 PMCID: PMC5120350 DOI: 10.1038/hortres.2016.56] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2016] [Revised: 10/10/2016] [Accepted: 10/21/2016] [Indexed: 05/26/2023]
Abstract
Viticulture, like other fields of agriculture, is currently facing important challenges that will be addressed only through sustained, dedicated and coordinated research. Although the methods used in biology have evolved tremendously in recent years and now involve the routine production of large data sets of varied nature, in many domains of study, including grapevine research, there is a need to improve the findability, accessibility, interoperability and reusability (FAIR-ness) of these data. Considering the heterogeneous nature of the data produced, the transnational nature of the scientific community and the experience gained elsewhere, we have formed an open working group, in the framework of the International Grapevine Genome Program (www.vitaceae.org), to construct a coordinated federation of information systems holding grapevine data distributed around the world, providing an integrated set of interfaces supporting advanced data modeling, rich semantic integration and the next generation of data mining tools. To achieve this goal, it will be critical to develop, implement and adopt appropriate standards for data annotation and formatting. The development of this system, the GrapeIS, linking genotypes to phenotypes, and scientific research to agronomical and oeneological data, should provide new insights into grape biology, and allow the development of new varieties to meet the challenges of biotic and abiotic stress, environmental change, and consumer demand.
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Affiliation(s)
- A-F Adam-Blondon
- URGI, UR1164 INRA, Université Paris-Saclay, Versailles 78026, France
| | - M Alaux
- URGI, UR1164 INRA, Université Paris-Saclay, Versailles 78026, France
| | - C Pommier
- URGI, UR1164 INRA, Université Paris-Saclay, Versailles 78026, France
| | - D Cantu
- Department of Viticulture and Enology, University of California, Davis, CA 95616, USA
| | - Z-M Cheng
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, USA
| | - GR Cramer
- Department of Biochemistry and Molecular Biology, University of Nevada, Reno, NV 89557, USA
| | - C Davies
- CSIRO Agriculture and Food, Waite Campus, WIC West Building, PMB2, Glen Osmond, South Australia 5064, Australia
| | - S Delrot
- Université de Bordeaux, ISVV, EGFV, UMR 1287, F-33140 Villenave d’Ornon, France
| | - L Deluc
- Department of Botany and Plant Pathology, Oregon State University, Corvallis, OR 97331, USA
| | - G Di Gaspero
- Istituto di Genomica Applicata, Udine 33100, Italy
| | - J Grimplet
- Instituto de Ciencias de la Vid y del Vino (CSIC, Universidad de La Rioja, Gobierno de La Rioja), Logroño 26006, Spain
| | - A Fennell
- Plant Science Department, South Dakota State University, BioSNTR, Brookings, SD 57007, USA
| | - JP Londo
- United States Department of Agriculture-Agricultural Research Service-Grape Genetics Research Unit, Geneva, NY 14456, USA
| | - P Kersey
- European Molecular Biology Laboratory, The European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - F Mattivi
- Dipartimento Qualità Alimentare e Nutrizione, Centro Ricerca ed Innovazione Fondazione Edmund Mach, Via E. Mach 1, 38010 San Michele all'Adige, Italia
| | - S Naithani
- Department of Botany and Plant Pathology, Oregon State University, Corvallis, OR 97331, USA
| | - P Neveu
- UMR Mistea, INRA, Montpellier 34060, France
| | - M Nikolski
- University of Bordeaux, CBiB, Bordeaux 33000, France
- University of Bordeaux, CNRS/LaBRI, Talence 33405, France
| | - M Pezzotti
- Department of Biotechnology, Università degli Studi di Verona, Verona 37134, Italy
| | - BI Reisch
- Horticulture Section, School of Integrative Plant Science, Cornell University, Geneva, NY 14456, USA
| | - R Töpfer
- JKI Institute for Grapevine Breeding Geilweilerhof, Siebeldingen 76833, Germany
| | - MA Vivier
- Department of Viticulture and Oenology, Institute for Wine Biotechnology, Stellenbosch University, Stellenbosch, Matieland 7602, South Africa
| | - D Ware
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
- US Department of Agriculture-Agricultural Research Service, NEA Robert W. Holley Center for Agriculture and Health, Cornell University, Ithaca, NY 14853, USA
| | - H Quesneville
- URGI, UR1164 INRA, Université Paris-Saclay, Versailles 78026, France
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22
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Lesage P, Bétermier M, Bridier-Nahmias A, Chandler M, Chambeyron S, Cristofari G, Gilbert N, Quesneville H, Vaury C, Volff JN. International Congress on Transposable elements (ICTE 2016) in Saint Malo: mobile elements under the sun of Brittany. Mob DNA 2016; 7:19. [PMID: 30044887 PMCID: PMC5072296 DOI: 10.1186/s13100-016-0075-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2016] [Accepted: 10/12/2016] [Indexed: 11/18/2022] Open
Abstract
The third international conference on Transposable Elements (ICTE) was held 16–19 April 2016 in Saint Malo, France. Organized by the French Transposition Community (Research group of the CNRS: “Mobile genetic elements: from mechanism to populations, an integrative approach”) and the French Society of Genetics, the conference’s goal was to bring together researchers who study transposition in diverse organisms, using multiple experimental approaches. The meeting gathered 180 participants from all around the world. Most of them contributed through poster presentations, invited talks and short talks selected from poster abstracts. The talks were organized into six scientific sessions: “Taming mobile DNA: self and non-self recognition”; “Trans-generational inheritance”; “Mobile DNA genome structure and organization, from molecular mechanisms to applications”; “Remembrance of (retro)transposon past: mobile DNA in genome evolution”; and finally “The yin and the yang of mobile DNA in human health”.
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Affiliation(s)
- Pascale Lesage
- Paris Diderot, Sorbonne Paris Cité, INSERM U944, CNRS UMR 7212, Institut Universitaire d'Hématologie, Hôpital Saint Louis, 75010 Paris, France
| | - Mireille Bétermier
- Institute of Integrative Biology of the Cell (I2BC), CEA, CNRS, Univ Paris-Sud, Université Paris-Saclay, 91198 Gif-sur-Yvette, France
| | - Antoine Bridier-Nahmias
- Paris Diderot, Sorbonne Paris Cité, INSERM U944, CNRS UMR 7212, Institut Universitaire d'Hématologie, Hôpital Saint Louis, 75010 Paris, France.,Department CASER Conservatoire national des arts et métiers (Cnam), 75003 Paris, France
| | - Michael Chandler
- Laboratoire de Microbiologie et Génétique Moléculaires, Centre National de Recherche Scientifique, Unité Mixte de Recherche 5100, 118 Rte de Narbonne, 31062 Toulouse Cedex, France
| | - Séverine Chambeyron
- Institut de Génétique Humaine, CNRS, UPR1142, 34396 Montpellier Cedex 5, France
| | - Gael Cristofari
- Institute for Research on Cancer and Aging in Nice (IRCAN), CNRS UMR 7284, Inserm U1081, Faculty of Medicine, University of Nice-Sophia Antipolis, Nice, France
| | - Nicolas Gilbert
- Institute for Regenerative Medicine and Biotherapy, INSERM, U1183 Montpellier, France
| | - Hadi Quesneville
- INRA, UR 1164, URGI, Unité de Recherche en Génomique-Info, 78026 Versailles Cedex, France
| | - Chantal Vaury
- Laboratoire GReD, Université Clermont Auvergne, CNRS, Inserm, BP 10448, 63000 Clermont-Ferrand, France
| | - Jean-Nicolas Volff
- Institut de Génomique Fonctionnelle de Lyon, Ecole Normale Supérieure de Lyon, 69364 Lyon Cedex 07, France
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23
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Molitor AM, Latrasse D, Zytnicki M, Andrey P, Houba-Hérin N, Hachet M, Battail C, Del Prete S, Alberti A, Quesneville H, Gaudin V. The Arabidopsis hnRNP-Q Protein LIF2 and the PRC1 Subunit LHP1 Function in Concert to Regulate the Transcription of Stress-Responsive Genes. Plant Cell 2016; 28:2197-2211. [PMID: 27495811 PMCID: PMC5059796 DOI: 10.1105/tpc.16.00244] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2016] [Revised: 07/28/2016] [Accepted: 08/05/2016] [Indexed: 05/03/2023]
Abstract
LHP1-INTERACTING FACTOR2 (LIF2), a heterogeneous nuclear ribonucleoprotein involved in Arabidopsis thaliana cell fate and stress responses, interacts with LIKE HETEROCHROMATIN PROTEIN1 (LHP1), a Polycomb Repressive Complex1 subunit. To investigate LIF2-LHP1 functional interplay, we mapped their genome-wide distributions in wild-type, lif2, and lhp1 backgrounds, under standard and stress conditions. Interestingly, LHP1-targeted regions form local clusters, suggesting an underlying functional organization of the plant genome. Regions targeted by both LIF2 and LHP1 were enriched in stress-responsive genes, the H2A.Z histone variant, and antagonistic histone marks. We identified specific motifs within the targeted regions, including a G-box-like motif, a GAGA motif, and a telo-box. LIF2 and LHP1 can operate both antagonistically and synergistically. In response to methyl jasmonate treatment, LIF2 was rapidly recruited to chromatin, where it mediated transcriptional gene activation. Thus, LIF2 and LHP1 participate in transcriptional switches in stress-response pathways.
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Affiliation(s)
- Anne M Molitor
- Institut Jean-Pierre Bourgin, INRA, AgroParisTech, CNRS, Université Paris-Saclay, F-78000 Versailles, France
| | - David Latrasse
- Institut Jean-Pierre Bourgin, INRA, AgroParisTech, CNRS, Université Paris-Saclay, F-78000 Versailles, France
| | | | - Philippe Andrey
- Institut Jean-Pierre Bourgin, INRA, AgroParisTech, CNRS, Université Paris-Saclay, F-78000 Versailles, France
- Sorbonne Universités, UPMC Université Paris 06, UFR927, F-75005 Paris, France
| | - Nicole Houba-Hérin
- Institut Jean-Pierre Bourgin, INRA, AgroParisTech, CNRS, Université Paris-Saclay, F-78000 Versailles, France
| | - Mélanie Hachet
- URGI, INRA, Université Paris-Saclay, F-78000 Versailles, France
| | - Christophe Battail
- CEA-Institut de Génomique, Centre National de Séquençage, F-91057 Evry, France
| | - Stefania Del Prete
- Institut Jean-Pierre Bourgin, INRA, AgroParisTech, CNRS, Université Paris-Saclay, F-78000 Versailles, France
| | - Adriana Alberti
- CEA-Institut de Génomique, Genoscope, Centre National de Séquençage, F-91057 Evry, France
| | | | - Valérie Gaudin
- Institut Jean-Pierre Bourgin, INRA, AgroParisTech, CNRS, Université Paris-Saclay, F-78000 Versailles, France
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24
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Jouffroy O, Saha S, Mueller L, Quesneville H, Maumus F. Comprehensive repeatome annotation reveals strong potential impact of repetitive elements on tomato ripening. BMC Genomics 2016; 17:624. [PMID: 27519651 PMCID: PMC4981986 DOI: 10.1186/s12864-016-2980-z] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2016] [Accepted: 07/28/2016] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Plant genomes are populated by different types of repetitive elements including transposable elements (TEs) and simple sequence repeats (SSRs) that can have a strong impact on genome size and dynamic as well as on the regulation of gene transcription. At least two-thirds of the tomato genome is composed of repeats. While their bulk impact on genome organization has been recently revealed by whole genome assembly, their influence on tomato biology and phenotype remains largely unaddressed. More specifically, the effects and roles of DNA repeats on the maturation of fleshy fruits, which is a complex process of key agro-economic interest, still needs to be investigated comprehensively and tomato is arguably an excellent model for such study. RESULTS We have performed a comprehensive annotation of the tomato repeatome to explore its potential impact on tomato genome composition and gene transcription. Our results show that the tomato genome can be fractioned into three compartments with different gene and repeat density, each compartment presenting contrasting repeat and gene composition, repeat-gene associations and different gene transcriptional levels. In the context of fruit ripening, we found that repeats are present in the majority of differentially methylated regions (DMRs) and thousands of repeat-associated DMRs are found in gene proximity including hundreds that are differentially regulated. Furthermore, we found that repeats are also present in the proximity of binding sites of the key ripening protein RIN. We also observed that some repeat families are present at unexpected high frequency in the proximity of genes that are differentially expressed during tomato ripening. CONCLUSION Altogether, our study emphasizes the fractionation as defined by repeat content in the tomato genome and enables to further characterize the specificities of each genomic compartment. Additionally, our results present strong associations between differentially regulated genes, differentially methylated regions and repeats, suggesting a potential adaptive function of repeats in tomato ripening. Our work therefore provides significant perspectives for the understanding of the impact of repeats on the maturation of fleshy fruits.
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Affiliation(s)
| | - Surya Saha
- Boyce Thompson Institute, Ithaca, NY, 14853, USA
| | - Lukas Mueller
- Boyce Thompson Institute, Ithaca, NY, 14853, USA.,Department of Plant Breeding, Cornell University, Ithaca, NY, 14853, USA
| | | | - Florian Maumus
- URGI, INRA, Université Paris-Saclay, 78026, Versailles, France.
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25
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Murat F, Louis A, Maumus F, Armero A, Cook R, Quesneville H, Roest Crollius H, Salse J. Erratum to: Understanding Brassicaceae evolution through ancestral genome reconstruction. Genome Biol 2016; 17:64. [PMID: 27044591 PMCID: PMC4820912 DOI: 10.1186/s13059-016-0887-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2016] [Accepted: 01/25/2016] [Indexed: 12/02/2022] Open
Affiliation(s)
- Florent Murat
- INRA/UBP UMR 1095 GDEC 'Génétique, Diversité et Ecophysiologie des Céréales', 5 Chemin de Beaulieu, Clermont Ferrand, 63100, France
| | - Alexandra Louis
- Ecole Normale Supérieure, Institut de Biologie de l'ENS, IBENS, Paris, F-75005, France.,Inserm, U1024, Paris, F-75005, France.,CNRS, UMR 8197, Paris, F-75005, France
| | - Florian Maumus
- INRA UMR 1164 URGI Route de Saint Cyr, Versailles, 78026, France
| | - Alex Armero
- INRA/UBP UMR 1095 GDEC 'Génétique, Diversité et Ecophysiologie des Céréales', 5 Chemin de Beaulieu, Clermont Ferrand, 63100, France
| | - Richard Cook
- CNRS/UPVD UMR 5096 LGDP, 58 avenue P. Alduy, Perpignan, 66860, Cedex, France
| | - Hadi Quesneville
- INRA UMR 1164 URGI Route de Saint Cyr, Versailles, 78026, France
| | - Hugues Roest Crollius
- Ecole Normale Supérieure, Institut de Biologie de l'ENS, IBENS, Paris, F-75005, France.,Inserm, U1024, Paris, F-75005, France.,CNRS, UMR 8197, Paris, F-75005, France
| | - Jerome Salse
- INRA/UBP UMR 1095 GDEC 'Génétique, Diversité et Ecophysiologie des Céréales', 5 Chemin de Beaulieu, Clermont Ferrand, 63100, France.
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26
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Maumus F, Quesneville H. Impact and insights from ancient repetitive elements in plant genomes. Curr Opin Plant Biol 2016; 30:41-6. [PMID: 26874965 DOI: 10.1016/j.pbi.2016.01.003] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2015] [Revised: 01/04/2016] [Accepted: 01/17/2016] [Indexed: 05/13/2023]
Abstract
Transposable elements and other repeated sequences are predominant contributors to most plant genomes. The vast majority of repeated elements accumulate mutations to the extent of becoming anonymous sequences, also known as 'genomic dark matter' which is also thought to contribute significantly to the composition of plant genomes. This review aims to highlight recent methods and analyses suggesting that ancient repeats have profound effects on plant genome biology.
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Affiliation(s)
- Florian Maumus
- INRA, UR1164 URGI-Research Unit in Genomics-Info, INRA de Versailles-Grignon, Route de Saint-Cyr, Versailles 78026, France.
| | - Hadi Quesneville
- INRA, UR1164 URGI-Research Unit in Genomics-Info, INRA de Versailles-Grignon, Route de Saint-Cyr, Versailles 78026, France
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27
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Spannagl M, Alaux M, Lange M, Bolser DM, Bader KC, Letellier T, Kimmel E, Flores R, Pommier C, Kerhornou A, Walts B, Nussbaumer T, Grabmuller C, Chen J, Colmsee C, Beier S, Mascher M, Schmutzer T, Arend D, Thanki A, Ramirez-Gonzalez R, Ayling M, Ayling S, Caccamo M, Mayer KFX, Scholz U, Steinbach D, Quesneville H, Kersey PJ. transPLANT Resources for Triticeae Genomic Data. Plant Genome 2016; 9. [PMID: 27898761 DOI: 10.3835/plantgenome2015.06.0038] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
The genome sequences of many important Triticeae species, including bread wheat ( L.) and barley ( L.), remained uncharacterized for a long time because their high repeat content, large sizes, and polyploidy. As a result of improvements in sequencing technologies and novel analyses strategies, several of these have recently been deciphered. These efforts have generated new insights into Triticeae biology and genome organization and have important implications for downstream usage by breeders, experimental biologists, and comparative genomicists. transPLANT () is an EU-funded project aimed at constructing hardware, software, and data infrastructure for genome-scale research in the life sciences. Since the Triticeae data are intrinsically complex, heterogenous, and distributed, the transPLANT consortium has undertaken efforts to develop common data formats and tools that enable the exchange and integration of data from distributed resources. Here we present an overview of the individual Triticeae genome resources hosted by transPLANT partners, introduce the objectives of transPLANT, and outline common developments and interfaces supporting integrated data access.
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28
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Murat F, Louis A, Maumus F, Armero A, Cooke R, Quesneville H, Roest Crollius H, Salse J. Understanding Brassicaceae evolution through ancestral genome reconstruction. Genome Biol 2015; 16:262. [PMID: 26653025 PMCID: PMC4675067 DOI: 10.1186/s13059-015-0814-y] [Citation(s) in RCA: 67] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2015] [Accepted: 10/27/2015] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Brassicaceae is a family of green plants of high scientific and economic interest, including thale cress (Arabidopsis thaliana), cruciferous vegetables (cabbages) and rapeseed. RESULTS We reconstruct an evolutionary framework of Brassicaceae composed of high-resolution ancestral karyotypes using the genomes of modern A. thaliana, Arabidopsis lyrata, Capsella rubella, Brassica rapa and Thellungiella parvula. The ancestral Brassicaceae karyotype (Brassicaceae lineages I and II) is composed of eight protochromosomes and 20,037 ordered and oriented protogenes. After speciation, it evolved into the ancestral Camelineae karyotype (eight protochromosomes and 22,085 ordered protogenes) and the proto-Calepineae karyotype (seven protochromosomes and 21,035 ordered protogenes) genomes. CONCLUSIONS The three inferred ancestral karyotype genomes are shown here to be powerful tools to unravel the reticulated evolutionary history of extant Brassicaceae genomes regarding the fate of ancestral genes and genomic compartments, particularly centromeres and evolutionary breakpoints. This new resource should accelerate research in comparative genomics and translational research by facilitating the transfer of genomic information from model systems to species of agronomic interest.
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Affiliation(s)
- Florent Murat
- INRA/UBP UMR 1095 GDEC 'Génétique, Diversité et Ecophysiologie des Céréales', 5 Chemin de Beaulieu, 63100, Clermont Ferrand, France
| | - Alexandra Louis
- Ecole Normale Supérieure, Institut de Biologie de l'ENS, IBENS, Paris, F-75005, France.,Inserm, U1024, Paris, F-75005, France.,CNRS, UMR 8197, Paris, F-75005, France
| | - Florian Maumus
- INRA UMR 1164 URGI Route de Saint Cyr, Versailles, 78026, France
| | - Alix Armero
- INRA/UBP UMR 1095 GDEC 'Génétique, Diversité et Ecophysiologie des Céréales', 5 Chemin de Beaulieu, 63100, Clermont Ferrand, France
| | - Richard Cooke
- CNRS/UPVD UMR 5096 LGDP, 58 avenue P. Alduy, 66860, Perpignan, Cedex, France
| | - Hadi Quesneville
- INRA UMR 1164 URGI Route de Saint Cyr, Versailles, 78026, France
| | - Hugues Roest Crollius
- Ecole Normale Supérieure, Institut de Biologie de l'ENS, IBENS, Paris, F-75005, France.,Inserm, U1024, Paris, F-75005, France.,CNRS, UMR 8197, Paris, F-75005, France
| | - Jerome Salse
- INRA/UBP UMR 1095 GDEC 'Génétique, Diversité et Ecophysiologie des Céréales', 5 Chemin de Beaulieu, 63100, Clermont Ferrand, France.
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29
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Amselem J, Vigouroux M, Oberhaensli S, Brown JKM, Bindschedler LV, Skamnioti P, Wicker T, Spanu PD, Quesneville H, Sacristán S. Evolution of the EKA family of powdery mildew avirulence-effector genes from the ORF 1 of a LINE retrotransposon. BMC Genomics 2015; 16:917. [PMID: 26556056 PMCID: PMC4641428 DOI: 10.1186/s12864-015-2185-x] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2015] [Accepted: 11/03/2015] [Indexed: 12/31/2022] Open
Abstract
Background The Avrk1 and Avra10 avirulence (AVR) genes encode effectors that increase the pathogenicity of the fungus Blumeria graminis f.sp. hordei (Bgh), the powdery mildew pathogen, in susceptible barley plants. In resistant barley, MLK1 and MLA10 resistance proteins recognize the presence of AVRK1 and AVRA10, eliciting the hypersensitive response typical of gene for gene interactions. Avrk1 and Avra10 have more than 1350 homologues in Bgh genome, forming the EKA (Effectors homologous to Avrk1 and Avra10) gene family. Results We tested the hypothesis that the EKA family originated from degenerate copies of Class I LINE retrotransposons by analysing the EKA family in the genome of Bgh isolate DH14 with bioinformatic tools specially developed for the analysis of Transposable Elements (TE) in genomes. The Class I LINE retrotransposon copies homologous to Avrk1 and Avra10 represent 6.5 % of the Bgh annotated genome and, among them, we identified 293 AVR/effector candidate genes. We also experimentally identified peptides that indicated the translation of several predicted proteins from EKA family members, which had higher relative abundance in haustoria than in hyphae. Conclusions Our analyses indicate that Avrk1 and Avra10 have evolved from part of the ORF1 gene of Class I LINE retrotransposons. The co-option of Avra10 and Avrk1 as effectors from truncated copies of retrotransposons explains the huge number of homologues in Bgh genome that could act as dynamic reservoirs from which new effector genes may evolve. These data provide further evidence for recruitment of retrotransposons in the evolution of new biological functions. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-2185-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Joelle Amselem
- INRA, UR1164 URGI Unité de Recherche Génomique-Info, Institut National de la Recherche Agronomique de Versailles-Grignon, Versailles, 78026, France. .,INRA, UR1290 BIOGER, Biologie et gestion des risques en agriculture, Campus AgroParisTech, 78850, Thiverval-Grignon, France.
| | | | - Simone Oberhaensli
- Institute of Plant Biology, University of Zurich, Zollikerstrasse 107, 8008, Zurich, Switzerland.
| | - James K M Brown
- John Innes Centre, Norwich Research Park, Norwich, NR4 7UH, UK.
| | | | - Pari Skamnioti
- Laboratory of Genetics, Department of Biotechnology, Agricultural University of Athens, Iera Odos 75, TK 11855, Athens, Greece.
| | - Thomas Wicker
- Institute of Plant Biology, University of Zurich, Zollikerstrasse 107, 8008, Zurich, Switzerland.
| | - Pietro D Spanu
- Department of Life Sciences, Imperial College London, London, UK.
| | - Hadi Quesneville
- INRA, UR1164 URGI Unité de Recherche Génomique-Info, Institut National de la Recherche Agronomique de Versailles-Grignon, Versailles, 78026, France.
| | - Soledad Sacristán
- Centro de Biotecnología y Genómica de Plantas (UPM-INIA) and E.T.S.I. Agrónomos, Universidad Politécnica de Madrid, Campus de Montegancedo, Pozuelo de Alarcón, 28223, Madrid, Spain.
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30
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Hoen DR, Hickey G, Bourque G, Casacuberta J, Cordaux R, Feschotte C, Fiston-Lavier AS, Hua-Van A, Hubley R, Kapusta A, Lerat E, Maumus F, Pollock DD, Quesneville H, Smit A, Wheeler TJ, Bureau TE, Blanchette M. A call for benchmarking transposable element annotation methods. Mob DNA 2015; 6:13. [PMID: 26244060 PMCID: PMC4524446 DOI: 10.1186/s13100-015-0044-6] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Accepted: 07/22/2015] [Indexed: 12/31/2022] Open
Abstract
DNA derived from transposable elements (TEs) constitutes large parts of the genomes of complex eukaryotes, with major impacts not only on genomic research but also on how organisms evolve and function. Although a variety of methods and tools have been developed to detect and annotate TEs, there are as yet no standard benchmarks-that is, no standard way to measure or compare their accuracy. This lack of accuracy assessment calls into question conclusions from a wide range of research that depends explicitly or implicitly on TE annotation. In the absence of standard benchmarks, toolmakers are impeded in improving their tools, annotators cannot properly assess which tools might best suit their needs, and downstream researchers cannot judge how accuracy limitations might impact their studies. We therefore propose that the TE research community create and adopt standard TE annotation benchmarks, and we call for other researchers to join the authors in making this long-overdue effort a success.
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Affiliation(s)
- Douglas R Hoen
- School of Computer Science, McGill University, McConnell Engineering Bldg., Rm. 318, 3480 Rue University, Montréal, Québec H3A 0E9 Canada ; Department of Biology, McGill University, Stewart Biology Bldg., 1205 Ave. du Docteur-Penfield, Montréal, Québec H3A 1B1 Canada
| | - Glenn Hickey
- School of Computer Science, McGill University, McConnell Engineering Bldg., Rm. 318, 3480 Rue University, Montréal, Québec H3A 0E9 Canada ; McGill Centre for Bioinformatics, McGill University, Montréal, Québec Canada
| | - Guillaume Bourque
- Department of Human Genetics, McGill University, Montréal, Québec Canada ; McGill University and Génome Québec Innovation Center, Montréal, Québec Canada
| | - Josep Casacuberta
- Centre for Research in Agricultural Genomics CSIC-IRTA-UAB-UB, 08193 Barcelona, Spain
| | - Richard Cordaux
- Université de Poitiers, UMR CNRS 7267 Ecologie et Biologie des Interactions, Equipe Ecologie Evolution Symbiose, 5 Rue Albert Turpin, 86073 Poitiers Cedex 9, France
| | - Cédric Feschotte
- Department of Human Genetics, University of Utah School of Medicine, Salt Lake City, UT 84112 USA
| | - Anna-Sophie Fiston-Lavier
- Institut des Sciences de l'Evolution de Montpellier (ISE-M), Equipe Evolution, Vecteurs, Adaptation et Symbiose, UMR5554 CNRS-Université Montpellier, Montpellier, 34090 cedex 05 France
| | - Aurélie Hua-Van
- Laboratoire Evolution, Génomes, Comportement Ecologie, CNRS-Université Paris-Sud (UMR 9191)-IRD (UMR 247)-Université Paris-Saclay, F-91198 Gif-sur-Yvette, France
| | - Robert Hubley
- Institute for Systems Biology, 401 Terry Ave. N, Seattle, WA 98109 USA
| | - Aurélie Kapusta
- Department of Human Genetics, University of Utah School of Medicine, Salt Lake City, UT 84112 USA
| | - Emmanuelle Lerat
- Laboratoire Biometrie et Biologie Evolutive, Universite Claude Bernard-Lyon 1, UMR-CNRS 5558-Bat. Mendel, 43 bd du 11 novembre 1918, 69622 Villeurbanne cedex, France
| | - Florian Maumus
- INRA, UR1164 URGI-Research Unit in Genomics-Info, INRA de Versailles-Grignon, Route de Saint-Cyr, Versailles, 78026 France
| | - David D Pollock
- University of Colorado School of Medicine, Aurora, CO 80045 USA
| | - Hadi Quesneville
- INRA, UR1164 URGI-Research Unit in Genomics-Info, INRA de Versailles-Grignon, Route de Saint-Cyr, Versailles, 78026 France
| | - Arian Smit
- Institute for Systems Biology, 401 Terry Ave. N, Seattle, WA 98109 USA
| | - Travis J Wheeler
- Department of Computer Science, University of Montana, Missoula, MT 59812 USA
| | - Thomas E Bureau
- Department of Biology, McGill University, Stewart Biology Bldg., 1205 Ave. du Docteur-Penfield, Montréal, Québec H3A 1B1 Canada
| | - Mathieu Blanchette
- School of Computer Science, McGill University, McConnell Engineering Bldg., Rm. 318, 3480 Rue University, Montréal, Québec H3A 0E9 Canada ; McGill Centre for Bioinformatics, McGill University, Montréal, Québec Canada
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31
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Perlin MH, Amselem J, Fontanillas E, Toh SS, Chen Z, Goldberg J, Duplessis S, Henrissat B, Young S, Zeng Q, Aguileta G, Petit E, Badouin H, Andrews J, Razeeq D, Gabaldón T, Quesneville H, Giraud T, Hood ME, Schultz DJ, Cuomo CA. Sex and parasites: genomic and transcriptomic analysis of Microbotryum lychnidis-dioicae, the biotrophic and plant-castrating anther smut fungus. BMC Genomics 2015; 16:461. [PMID: 26076695 PMCID: PMC4469406 DOI: 10.1186/s12864-015-1660-8] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Accepted: 05/28/2015] [Indexed: 12/11/2022] Open
Abstract
Background The genus Microbotryum includes plant pathogenic fungi afflicting a wide variety of hosts with anther smut disease. Microbotryum lychnidis-dioicae infects Silene latifolia and replaces host pollen with fungal spores, exhibiting biotrophy and necrosis associated with altering plant development. Results We determined the haploid genome sequence for M. lychnidis-dioicae and analyzed whole transcriptome data from plant infections and other stages of the fungal lifecycle, revealing the inventory and expression level of genes that facilitate pathogenic growth. Compared to related fungi, an expanded number of major facilitator superfamily transporters and secretory lipases were detected; lipase gene expression was found to be altered by exposure to lipid compounds, which signaled a switch to dikaryotic, pathogenic growth. In addition, while enzymes to digest cellulose, xylan, xyloglucan, and highly substituted forms of pectin were absent, along with depletion of peroxidases and superoxide dismutases that protect the fungus from oxidative stress, the repertoire of glycosyltransferases and of enzymes that could manipulate host development has expanded. A total of 14 % of the genome was categorized as repetitive sequences. Transposable elements have accumulated in mating-type chromosomal regions and were also associated across the genome with gene clusters of small secreted proteins, which may mediate host interactions. Conclusions The unique absence of enzyme classes for plant cell wall degradation and maintenance of enzymes that break down components of pollen tubes and flowers provides a striking example of biotrophic host adaptation. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1660-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Michael H Perlin
- Department of Biology, Program on Disease Evolution, University of Louisville, Louisville, KY, 40292, USA.
| | - Joelle Amselem
- Institut National de la Recherche Agronomique (INRA), Unité de Recherche Génomique Info (URGI), Versailles, France. .,Institut National de la Recherche Agronomique (INRA), Biologie et gestion des risques en agriculture (BIOGER), Thiverval-Grignon, France.
| | - Eric Fontanillas
- Ecologie, Systématique et Evolution, Bâtiment 360, Université Paris-Sud, F-91405, Orsay, France. .,CNRS, F-91405, Orsay, France.
| | - Su San Toh
- Department of Biology, Program on Disease Evolution, University of Louisville, Louisville, KY, 40292, USA.
| | - Zehua Chen
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA.
| | | | - Sebastien Duplessis
- INRA, UMR 1136, Interactions Arbres-Microorganismes, Champenoux, France. .,UMR 1136, Université de Lorraine, Interactions Arbres-Microorganismes, Vandoeuvre-lès-Nancy, France.
| | - Bernard Henrissat
- Centre National de la Recherche Scientifique (CNRS), UMR7257, Université Aix-Marseille, 13288, Marseille, France. .,Department of Biological Sciences, King Abdulaziz University, Jeddah, Saudi Arabia.
| | - Sarah Young
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA.
| | - Qiandong Zeng
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA.
| | | | - Elsa Petit
- Ecologie, Systématique et Evolution, Bâtiment 360, Université Paris-Sud, F-91405, Orsay, France. .,CNRS, F-91405, Orsay, France. .,Centre National de la Recherche Scientifique (CNRS), UMR7257, Université Aix-Marseille, 13288, Marseille, France.
| | - Helene Badouin
- Ecologie, Systématique et Evolution, Bâtiment 360, Université Paris-Sud, F-91405, Orsay, France. .,CNRS, F-91405, Orsay, France.
| | - Jared Andrews
- Department of Biology, Program on Disease Evolution, University of Louisville, Louisville, KY, 40292, USA.
| | - Dominique Razeeq
- Department of Biology, Program on Disease Evolution, University of Louisville, Louisville, KY, 40292, USA.
| | - Toni Gabaldón
- Centre for Genomic Regulation (CRG), Barcelona, Spain. .,Universitat Pompeu Fabra (UPF), Barcelona, Spain. .,Institució Catalana d'Estudis Avançats (ICREA), Barcelona, Spain.
| | - Hadi Quesneville
- Institut National de la Recherche Agronomique (INRA), Unité de Recherche Génomique Info (URGI), Versailles, France.
| | - Tatiana Giraud
- Ecologie, Systématique et Evolution, Bâtiment 360, Université Paris-Sud, F-91405, Orsay, France. .,CNRS, F-91405, Orsay, France.
| | - Michael E Hood
- Department of Biology, Amherst College, Amherst, MA, 01002, USA.
| | - David J Schultz
- Department of Biology, Program on Disease Evolution, University of Louisville, Louisville, KY, 40292, USA.
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Plomion C, Aury JM, Amselem J, Alaeitabar T, Barbe V, Belser C, Bergès H, Bodénès C, Boudet N, Boury C, Canaguier A, Couloux A, Da Silva C, Duplessis S, Ehrenmann F, Estrada-Mairey B, Fouteau S, Francillonne N, Gaspin C, Guichard C, Klopp C, Labadie K, Lalanne C, Le Clainche I, Leplé JC, Le Provost G, Leroy T, Lesur I, Martin F, Mercier J, Michotey C, Murat F, Salin F, Steinbach D, Faivre-Rampant P, Wincker P, Salse J, Quesneville H, Kremer A. Decoding the oak genome: public release of sequence data, assembly, annotation and publication strategies. Mol Ecol Resour 2015; 16:254-65. [PMID: 25944057 DOI: 10.1111/1755-0998.12425] [Citation(s) in RCA: 81] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2015] [Revised: 04/27/2015] [Accepted: 04/30/2015] [Indexed: 12/31/2022]
Abstract
The 1.5 Gbp/2C genome of pedunculate oak (Quercus robur) has been sequenced. A strategy was established for dealing with the challenges imposed by the sequencing of such a large, complex and highly heterozygous genome by a whole-genome shotgun (WGS) approach, without the use of costly and time-consuming methods, such as fosmid or BAC clone-based hierarchical sequencing methods. The sequencing strategy combined short and long reads. Over 49 million reads provided by Roche 454 GS-FLX technology were assembled into contigs and combined with shorter Illumina sequence reads from paired-end and mate-pair libraries of different insert sizes, to build scaffolds. Errors were corrected and gaps filled with Illumina paired-end reads and contaminants detected, resulting in a total of 17,910 scaffolds (>2 kb) corresponding to 1.34 Gb. Fifty per cent of the assembly was accounted for by 1468 scaffolds (N50 of 260 kb). Initial comparison with the phylogenetically related Prunus persica gene model indicated that genes for 84.6% of the proteins present in peach (mean protein coverage of 90.5%) were present in our assembly. The second and third steps in this project are genome annotation and the assignment of scaffolds to the oak genetic linkage map. In accordance with the Bermuda and Fort Lauderdale agreements and the more recent Toronto Statement, the oak genome data have been released into public sequence repositories in advance of publication. In this presubmission paper, the oak genome consortium describes its principal lines of work and future directions for analyses of the nature, function and evolution of the oak genome.
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Affiliation(s)
- Christophe Plomion
- INRA, UMR1202, BIOGECO, Cestas, F-33610, France.,University of Bordeaux, BIOGECO, UMR1202, Talence, F-33170, France
| | - Jean-Marc Aury
- Commissariat à l'Energie Atomique (CEA), Institut de Génomique (IG), Genoscope, Evry, 91057, France
| | - Joëlle Amselem
- INRA, Unité de Recherche Génomique Info (URGI), Versailles, F78026, France
| | - Tina Alaeitabar
- INRA, Unité de Recherche Génomique Info (URGI), Versailles, F78026, France
| | - Valérie Barbe
- Commissariat à l'Energie Atomique (CEA), Institut de Génomique (IG), Genoscope, Evry, 91057, France
| | - Caroline Belser
- Commissariat à l'Energie Atomique (CEA), Institut de Génomique (IG), Genoscope, Evry, 91057, France
| | | | - Catherine Bodénès
- INRA, UMR1202, BIOGECO, Cestas, F-33610, France.,University of Bordeaux, BIOGECO, UMR1202, Talence, F-33170, France
| | | | - Christophe Boury
- INRA, UMR1202, BIOGECO, Cestas, F-33610, France.,University of Bordeaux, BIOGECO, UMR1202, Talence, F-33170, France
| | | | - Arnaud Couloux
- Commissariat à l'Energie Atomique (CEA), Institut de Génomique (IG), Genoscope, Evry, 91057, France
| | - Corinne Da Silva
- Commissariat à l'Energie Atomique (CEA), Institut de Génomique (IG), Genoscope, Evry, 91057, France
| | - Sébastien Duplessis
- INRA, UMR1136 INRA-Université de Lorraine, Interactions Arbres/Micro-organismes, Laboratoire d'Excellence ARBRE, Champenoux, F-54280, France
| | - François Ehrenmann
- INRA, UMR1202, BIOGECO, Cestas, F-33610, France.,University of Bordeaux, BIOGECO, UMR1202, Talence, F-33170, France
| | - Barbara Estrada-Mairey
- Commissariat à l'Energie Atomique (CEA), Institut de Génomique (IG), Genoscope, Evry, 91057, France
| | - Stéphanie Fouteau
- Commissariat à l'Energie Atomique (CEA), Institut de Génomique (IG), Genoscope, Evry, 91057, France
| | | | - Christine Gaspin
- Plateforme bioinformatique Toulouse Midi-Pyrénées, UBIA, INRA, Castanet-Tolosan, F-31326, France
| | | | - Christophe Klopp
- Plateforme bioinformatique Toulouse Midi-Pyrénées, UBIA, INRA, Castanet-Tolosan, F-31326, France
| | - Karine Labadie
- Commissariat à l'Energie Atomique (CEA), Institut de Génomique (IG), Genoscope, Evry, 91057, France
| | - Céline Lalanne
- INRA, UMR1202, BIOGECO, Cestas, F-33610, France.,University of Bordeaux, BIOGECO, UMR1202, Talence, F-33170, France
| | | | - Jean-Charles Leplé
- INRA, UR0588 Amélioration Génétique et Physiologie Forestières, Orléans, F-45075, France
| | - Grégoire Le Provost
- INRA, UMR1202, BIOGECO, Cestas, F-33610, France.,University of Bordeaux, BIOGECO, UMR1202, Talence, F-33170, France
| | - Thibault Leroy
- INRA, UMR1202, BIOGECO, Cestas, F-33610, France.,University of Bordeaux, BIOGECO, UMR1202, Talence, F-33170, France
| | - Isabelle Lesur
- INRA, UMR1202, BIOGECO, Cestas, F-33610, France.,University of Bordeaux, BIOGECO, UMR1202, Talence, F-33170, France
| | - Francis Martin
- INRA, UMR1136 INRA-Université de Lorraine, Interactions Arbres/Micro-organismes, Laboratoire d'Excellence ARBRE, Champenoux, F-54280, France
| | - Jonathan Mercier
- Commissariat à l'Energie Atomique (CEA), Institut de Génomique (IG), Genoscope, Evry, 91057, France
| | - Célia Michotey
- INRA, Unité de Recherche Génomique Info (URGI), Versailles, F78026, France
| | - Florent Murat
- INRA/UBP UMR 1095, Laboratoire Génétique, Diversité et Ecophysiologie des Céréales, Clermont-Ferrand, F-63039, France
| | - Franck Salin
- INRA, UMR1202, BIOGECO, Cestas, F-33610, France.,University of Bordeaux, BIOGECO, UMR1202, Talence, F-33170, France
| | - Delphine Steinbach
- INRA, Unité de Recherche Génomique Info (URGI), Versailles, F78026, France
| | | | - Patrick Wincker
- Commissariat à l'Energie Atomique (CEA), Institut de Génomique (IG), Genoscope, Evry, 91057, France.,Université d'Evry Val d'Essone, UMR 8030, Evry, CP5706, France.,Centre National de Recherche Scientifique (CNRS), UMR 8030, Evry, CP5706, France
| | - Jérôme Salse
- INRA/UBP UMR 1095, Laboratoire Génétique, Diversité et Ecophysiologie des Céréales, Clermont-Ferrand, F-63039, France
| | - Hadi Quesneville
- INRA, Unité de Recherche Génomique Info (URGI), Versailles, F78026, France
| | - Antoine Kremer
- INRA, UMR1202, BIOGECO, Cestas, F-33610, France.,University of Bordeaux, BIOGECO, UMR1202, Talence, F-33170, France
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Smedley D, Haider S, Durinck S, Pandini L, Provero P, Allen J, Arnaiz O, Awedh MH, Baldock R, Barbiera G, Bardou P, Beck T, Blake A, Bonierbale M, Brookes AJ, Bucci G, Buetti I, Burge S, Cabau C, Carlson JW, Chelala C, Chrysostomou C, Cittaro D, Collin O, Cordova R, Cutts RJ, Dassi E, Di Genova A, Djari A, Esposito A, Estrella H, Eyras E, Fernandez-Banet J, Forbes S, Free RC, Fujisawa T, Gadaleta E, Garcia-Manteiga JM, Goodstein D, Gray K, Guerra-Assunção JA, Haggarty B, Han DJ, Han BW, Harris T, Harshbarger J, Hastings RK, Hayes RD, Hoede C, Hu S, Hu ZL, Hutchins L, Kan Z, Kawaji H, Keliet A, Kerhornou A, Kim S, Kinsella R, Klopp C, Kong L, Lawson D, Lazarevic D, Lee JH, Letellier T, Li CY, Lio P, Liu CJ, Luo J, Maass A, Mariette J, Maurel T, Merella S, Mohamed AM, Moreews F, Nabihoudine I, Ndegwa N, Noirot C, Perez-Llamas C, Primig M, Quattrone A, Quesneville H, Rambaldi D, Reecy J, Riba M, Rosanoff S, Saddiq AA, Salas E, Sallou O, Shepherd R, Simon R, Sperling L, Spooner W, Staines DM, Steinbach D, Stone K, Stupka E, Teague JW, Dayem Ullah AZ, Wang J, Ware D, Wong-Erasmus M, Youens-Clark K, Zadissa A, Zhang SJ, Kasprzyk A. The BioMart community portal: an innovative alternative to large, centralized data repositories. Nucleic Acids Res 2015; 43:W589-98. [PMID: 25897122 PMCID: PMC4489294 DOI: 10.1093/nar/gkv350] [Citation(s) in RCA: 491] [Impact Index Per Article: 54.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Accepted: 04/02/2015] [Indexed: 01/17/2023] Open
Abstract
The BioMart Community Portal (www.biomart.org) is a community-driven effort to provide a unified interface to biomedical databases that are distributed worldwide. The portal provides access to numerous database projects supported by 30 scientific organizations. It includes over 800 different biological datasets spanning genomics, proteomics, model organisms, cancer data, ontology information and more. All resources available through the portal are independently administered and funded by their host organizations. The BioMart data federation technology provides a unified interface to all the available data. The latest version of the portal comes with many new databases that have been created by our ever-growing community. It also comes with better support and extensibility for data analysis and visualization tools. A new addition to our toolbox, the enrichment analysis tool is now accessible through graphical and web service interface. The BioMart community portal averages over one million requests per day. Building on this level of service and the wealth of information that has become available, the BioMart Community Portal has introduced a new, more scalable and cheaper alternative to the large data stores maintained by specialized organizations.
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Affiliation(s)
- Damian Smedley
- Wellcome Trust Sanger Institute, Welcome Trust Genome Campus, Hinxton, CB10 1SD, UK
| | - Syed Haider
- The Weatherall Institute Of Molecular Medicine, University of Oxford, Oxford, OX3 9DS, UK
| | - Steffen Durinck
- Genentech, Inc. 1 DNA Way South San Francisco, CA 94080, USA
| | - Luca Pandini
- Center for Translational Genomics and Bioinformatics San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milan, Italy
| | - Paolo Provero
- Center for Translational Genomics and Bioinformatics San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milan, Italy Dept of Molecular Biotechnology and Health Sciences University of Turin, Italy
| | - James Allen
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD, UK
| | - Olivier Arnaiz
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris Sud, 1 avenue de la terrasse, 91198 Gif sur Yvette, France
| | - Mohammad Hamza Awedh
- Department of Electrical and Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Richard Baldock
- MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, Western General Hospital, Edinburgh, EH4 2XU, UK
| | - Giulia Barbiera
- Center for Translational Genomics and Bioinformatics San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milan, Italy
| | | | - Tim Beck
- Department of Genetics, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Andrew Blake
- MRC Harwell, Harwell Science and Innovation Campus, Oxfordshire, OX11 0RD, UK
| | | | - Anthony J Brookes
- Department of Genetics, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Gabriele Bucci
- Center for Translational Genomics and Bioinformatics San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milan, Italy
| | - Iwan Buetti
- Center for Translational Genomics and Bioinformatics San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milan, Italy
| | - Sarah Burge
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD, UK
| | | | | | - Claude Chelala
- Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
| | | | - Davide Cittaro
- Center for Translational Genomics and Bioinformatics San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milan, Italy
| | | | - Raul Cordova
- International Potato Center (CIP), Lima, 1558, Peru
| | - Rosalind J Cutts
- Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
| | - Erik Dassi
- Laboratory of Translational Genomics, Centre for Integrative Biology, University of Trento, Trento, Italy
| | - Alex Di Genova
- Center for Mathematical Modeling and Center for Genome Regulation, University of Chile, Beauchef 851, 7th floor, Chile
| | - Anis Djari
- Plate-forme bio-informatique Genotoul, Mathématiques et Informatique Appliquées de Toulouse, INRA, Castanet-Tolosan, France
| | | | | | - Eduardo Eyras
- Catalan Institute for Research and Advanced Studies (ICREA), Passeig Lluis Companys 23, E-08010 Barcelona, Spain Universitat Pompeu Fabra, Dr Aiguader 88 E-08003 Barcelona, Spain
| | | | - Simon Forbes
- Wellcome Trust Sanger Institute, Welcome Trust Genome Campus, Hinxton, CB10 1SD, UK
| | - Robert C Free
- Department of Genetics, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | | | - Emanuela Gadaleta
- Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
| | - Jose M Garcia-Manteiga
- Center for Translational Genomics and Bioinformatics San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milan, Italy
| | - David Goodstein
- Department of Energy, Joint Genome Institute, Walnut Creek, USA
| | - Kristian Gray
- HUGO Gene Nomenclature Committee (HGNC), European Bioinformatics Institute (EMBL-EBI) Wellcome Trust Genome Campus, Hinxton, CB10 1SD, UK
| | - José Afonso Guerra-Assunção
- Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
| | - Bernard Haggarty
- MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, Western General Hospital, Edinburgh, EH4 2XU, UK
| | - Dong-Jin Han
- Medicinal Bioconvergence Research Center, College of Pharmacy, Seoul National University, Seoul 151-742, Republic of Korea Department of Molecular Medicine and Biopharmaceutical Sciences, Seoul National University, Seoul 151-742, Republic of Korea
| | - Byung Woo Han
- Research Institute of Pharmaceutical Sciences, College of Pharmacy, Seoul National University, Seoul 151-742, Republic of Korea Information Center for Bio-pharmacological Network, Seoul National University, Suwon 443-270, Republic of Korea
| | - Todd Harris
- Ontario Institute for Cancer Research, Toronto, M5G 0A3, Canada
| | - Jayson Harshbarger
- RIKEN Center for Life Science Technologies (CLST), Division of Genomic Technologies (DGT), Kanagawa, 230-0045, Japan
| | - Robert K Hastings
- Department of Genetics, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Richard D Hayes
- Department of Energy, Joint Genome Institute, Walnut Creek, USA
| | - Claire Hoede
- Plate-forme bio-informatique Genotoul, Mathématiques et Informatique Appliquées de Toulouse, INRA, Castanet-Tolosan, France
| | - Shen Hu
- School of Dentistry and Dental Research Institute, University of California Los Angeles (UCLA), Los Angeles, CA 90095-1668, USA
| | | | - Lucie Hutchins
- Mouse Genomic Informatics Group, The Jackson Laboratory, Bar Harbor, ME 04609, USA
| | - Zhengyan Kan
- Oncology Computational Biology, Pfizer, La Jolla, USA
| | - Hideya Kawaji
- RIKEN Center for Life Science Technologies (CLST), Division of Genomic Technologies (DGT), Kanagawa, 230-0045, Japan RIKEN Preventive Medicine and Diagnosis Innovation Program, Saitama 351-0198, Japan
| | - Aminah Keliet
- INRA URGI Centre de Versailles, bâtiment 18 Route de Saint Cyr 78026 Versailles, France
| | - Arnaud Kerhornou
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD, UK
| | - Sunghoon Kim
- Medicinal Bioconvergence Research Center, College of Pharmacy, Seoul National University, Seoul 151-742, Republic of Korea Department of Molecular Medicine and Biopharmaceutical Sciences, Seoul National University, Seoul 151-742, Republic of Korea
| | - Rhoda Kinsella
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD, UK
| | - Christophe Klopp
- Plate-forme bio-informatique Genotoul, Mathématiques et Informatique Appliquées de Toulouse, INRA, Castanet-Tolosan, France
| | - Lei Kong
- Center for Bioinformatics, State Key Laboratory of Protein and Plant Gene Research, College of Life Sciences, Peking University, Beijing, 100871, P.R. China
| | - Daniel Lawson
- VectorBase, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, CB10 1SD, UK
| | - Dejan Lazarevic
- Center for Translational Genomics and Bioinformatics San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milan, Italy
| | - Ji-Hyun Lee
- Medicinal Bioconvergence Research Center, College of Pharmacy, Seoul National University, Seoul 151-742, Republic of Korea Research Institute of Pharmaceutical Sciences, College of Pharmacy, Seoul National University, Seoul 151-742, Republic of Korea Information Center for Bio-pharmacological Network, Seoul National University, Suwon 443-270, Republic of Korea
| | - Thomas Letellier
- INRA URGI Centre de Versailles, bâtiment 18 Route de Saint Cyr 78026 Versailles, France
| | - Chuan-Yun Li
- Institute of Molecular Medicine, Peking University, Beijing, China
| | - Pietro Lio
- Computer Laboratory, University of Cambridge, Cambridge, CB3 0FD, UK
| | - Chu-Jun Liu
- Institute of Molecular Medicine, Peking University, Beijing, China
| | - Jie Luo
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD, UK
| | - Alejandro Maass
- Center for Mathematical Modeling and Center for Genome Regulation, University of Chile, Beauchef 851, 7th floor, Chile Department of Mathematical Engineering, University of Chile, Av. Beauchef 851, 5th floor, Santiago, Chile
| | - Jerome Mariette
- Plate-forme bio-informatique Genotoul, Mathématiques et Informatique Appliquées de Toulouse, INRA, Castanet-Tolosan, France
| | - Thomas Maurel
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD, UK
| | - Stefania Merella
- Center for Translational Genomics and Bioinformatics San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milan, Italy
| | - Azza Mostafa Mohamed
- Departament of Biochemistry, Faculty of Science for Girls, King Abdulaziz University, Jeddah, Saudi Arabia
| | | | - Ibounyamine Nabihoudine
- Plate-forme bio-informatique Genotoul, Mathématiques et Informatique Appliquées de Toulouse, INRA, Castanet-Tolosan, France
| | - Nelson Ndegwa
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, PO Box 281, 17177 Stockholm, Sweden
| | - Céline Noirot
- Plate-forme bio-informatique Genotoul, Mathématiques et Informatique Appliquées de Toulouse, INRA, Castanet-Tolosan, France
| | | | - Michael Primig
- Inserm U1085 IRSET, University of Rennes 1, 35042 Rennes, France
| | - Alessandro Quattrone
- Laboratory of Translational Genomics, Centre for Integrative Biology, University of Trento, Trento, Italy
| | - Hadi Quesneville
- INRA URGI Centre de Versailles, bâtiment 18 Route de Saint Cyr 78026 Versailles, France
| | - Davide Rambaldi
- Center for Translational Genomics and Bioinformatics San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milan, Italy
| | | | - Michela Riba
- Center for Translational Genomics and Bioinformatics San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milan, Italy
| | - Steven Rosanoff
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD, UK
| | - Amna Ali Saddiq
- Department of Biological Sciences, Faculty of Science for Girls, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Elisa Salas
- International Potato Center (CIP), Lima, 1558, Peru
| | | | - Rebecca Shepherd
- Wellcome Trust Sanger Institute, Welcome Trust Genome Campus, Hinxton, CB10 1SD, UK
| | | | - Linda Sperling
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris Sud, 1 avenue de la terrasse, 91198 Gif sur Yvette, France
| | - William Spooner
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA Eagle Genomics Ltd., Babraham Research Campus, Cambridge, CB22 3AT, UK
| | - Daniel M Staines
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD, UK
| | - Delphine Steinbach
- INRA URGI Centre de Versailles, bâtiment 18 Route de Saint Cyr 78026 Versailles, France
| | - Kevin Stone
- Mouse Genomic Informatics Group, The Jackson Laboratory, Bar Harbor, ME 04609, USA
| | - Elia Stupka
- Center for Translational Genomics and Bioinformatics San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milan, Italy
| | - Jon W Teague
- Wellcome Trust Sanger Institute, Welcome Trust Genome Campus, Hinxton, CB10 1SD, UK
| | - Abu Z Dayem Ullah
- Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
| | - Jun Wang
- Center for Bioinformatics, State Key Laboratory of Protein and Plant Gene Research, College of Life Sciences, Peking University, Beijing, 100871, P.R. China
| | - Doreen Ware
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Marie Wong-Erasmus
- Human Longevity, Inc. 10835 Road to the Cure 140 San Diego, CA 92121, USA
| | - Ken Youens-Clark
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Amonida Zadissa
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD, UK
| | - Shi-Jian Zhang
- Institute of Molecular Medicine, Peking University, Beijing, China
| | - Arek Kasprzyk
- Center for Translational Genomics and Bioinformatics San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milan, Italy Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah, Saudi Arabia
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Amselem J, Lebrun MH, Quesneville H. Whole genome comparative analysis of transposable elements provides new insight into mechanisms of their inactivation in fungal genomes. BMC Genomics 2015. [PMID: 25766680 DOI: 10.1186/s12864-015-1347-1341] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/30/2023] Open
Abstract
BACKGROUND Transposable Elements (TEs) are key components that shape the organization and evolution of genomes. Fungi have developed defense mechanisms against TE invasion such as RIP (Repeat-Induced Point mutation), MIP (Methylation Induced Premeiotically) and Quelling (RNA interference). RIP inactivates repeated sequences by promoting Cytosine to Thymine mutations, whereas MIP only methylates TEs at C residues. Both mechanisms require specific cytosine DNA Methyltransferases (RID1/Masc1) of the Dnmt1 superfamily. RESULTS We annotated TE sequences from 10 fungal genomes with different TE content (1-70%). We then used these TE sequences to carry out a genome-wide analysis of C to T mutations biases. Genomes from either Ascomycota or Basidiomycota that were massively invaded by TEs (Blumeria, Melampsora, Puccinia) were characterized by a low frequency of C to T mutation bias (10-20%), whereas other genomes displayed intermediate to high frequencies (25-75%). We identified several dinucleotide signatures at these C to T mutation sites (CpA, CpT, and CpG). Phylogenomic analysis of fungal Dnmt1 MTases revealed a previously unreported association between these dinucleotide signatures and the presence/absence of sub-classes of Dnmt1. CONCLUSIONS We identified fungal genomes containing large numbers of TEs with many C to T mutations associated with species-specific dinucleotide signatures. This bias suggests that a basic defense mechanism against TE invasion similar to RIP is widespread in fungi, although the efficiency and specificity of this mechanism differs between species. Our analysis revealed that dinucleotide signatures are associated with the presence/absence of specific Dnmt1 subfamilies. In particular, an RID1-dependent RIP mechanism was found only in Ascomycota.
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Affiliation(s)
- Joëlle Amselem
- INRA, UR1164 URGI Research Unit in Genomics-Info, F-78026, Versailles, France.
- INRA, UR1290 BIOGER, Biologie et gestion des risques en agriculture, Campus AgroParisTech, F-78850, Thiverval-Grignon, France.
| | - Marc-Henri Lebrun
- INRA, UR1290 BIOGER, Biologie et gestion des risques en agriculture, Campus AgroParisTech, F-78850, Thiverval-Grignon, France.
| | - Hadi Quesneville
- INRA, UR1164 URGI Research Unit in Genomics-Info, F-78026, Versailles, France.
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Amselem J, Lebrun MH, Quesneville H. Whole genome comparative analysis of transposable elements provides new insight into mechanisms of their inactivation in fungal genomes. BMC Genomics 2015; 16:141. [PMID: 25766680 PMCID: PMC4352252 DOI: 10.1186/s12864-015-1347-1] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Accepted: 02/16/2015] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Transposable Elements (TEs) are key components that shape the organization and evolution of genomes. Fungi have developed defense mechanisms against TE invasion such as RIP (Repeat-Induced Point mutation), MIP (Methylation Induced Premeiotically) and Quelling (RNA interference). RIP inactivates repeated sequences by promoting Cytosine to Thymine mutations, whereas MIP only methylates TEs at C residues. Both mechanisms require specific cytosine DNA Methyltransferases (RID1/Masc1) of the Dnmt1 superfamily. RESULTS We annotated TE sequences from 10 fungal genomes with different TE content (1-70%). We then used these TE sequences to carry out a genome-wide analysis of C to T mutations biases. Genomes from either Ascomycota or Basidiomycota that were massively invaded by TEs (Blumeria, Melampsora, Puccinia) were characterized by a low frequency of C to T mutation bias (10-20%), whereas other genomes displayed intermediate to high frequencies (25-75%). We identified several dinucleotide signatures at these C to T mutation sites (CpA, CpT, and CpG). Phylogenomic analysis of fungal Dnmt1 MTases revealed a previously unreported association between these dinucleotide signatures and the presence/absence of sub-classes of Dnmt1. CONCLUSIONS We identified fungal genomes containing large numbers of TEs with many C to T mutations associated with species-specific dinucleotide signatures. This bias suggests that a basic defense mechanism against TE invasion similar to RIP is widespread in fungi, although the efficiency and specificity of this mechanism differs between species. Our analysis revealed that dinucleotide signatures are associated with the presence/absence of specific Dnmt1 subfamilies. In particular, an RID1-dependent RIP mechanism was found only in Ascomycota.
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Affiliation(s)
- Joëlle Amselem
- INRA, UR1164 URGI Research Unit in Genomics-Info, F-78026, Versailles, France. .,INRA, UR1290 BIOGER, Biologie et gestion des risques en agriculture, Campus AgroParisTech, F-78850, Thiverval-Grignon, France.
| | - Marc-Henri Lebrun
- INRA, UR1290 BIOGER, Biologie et gestion des risques en agriculture, Campus AgroParisTech, F-78850, Thiverval-Grignon, France.
| | - Hadi Quesneville
- INRA, UR1164 URGI Research Unit in Genomics-Info, F-78026, Versailles, France.
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Lesur I, Le Provost G, Bento P, Da Silva C, Leplé JC, Murat F, Ueno S, Bartholomé J, Lalanne C, Ehrenmann F, Noirot C, Burban C, Léger V, Amselem J, Belser C, Quesneville H, Stierschneider M, Fluch S, Feldhahn L, Tarkka M, Herrmann S, Buscot F, Klopp C, Kremer A, Salse J, Aury JM, Plomion C. The oak gene expression atlas: insights into Fagaceae genome evolution and the discovery of genes regulated during bud dormancy release. BMC Genomics 2015; 16:112. [PMID: 25765701 PMCID: PMC4350297 DOI: 10.1186/s12864-015-1331-9] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2014] [Accepted: 02/09/2015] [Indexed: 11/03/2022] Open
Abstract
BACKGROUND Many northern-hemisphere forests are dominated by oaks. These species extend over diverse environmental conditions and are thus interesting models for studies of plant adaptation and speciation. The genomic toolbox is an important asset for exploring the functional variation associated with natural selection. RESULTS The assembly of previously available and newly developed long and short sequence reads for two sympatric oak species, Quercus robur and Quercus petraea, generated a comprehensive catalog of transcripts for oak. The functional annotation of 91 k contigs demonstrated the presence of a large proportion of plant genes in this unigene set. Comparisons with SwissProt accessions and five plant gene models revealed orthologous relationships, making it possible to decipher the evolution of the oak genome. In particular, it was possible to align 9.5 thousand oak coding sequences with the equivalent sequences on peach chromosomes. Finally, RNA-seq data shed new light on the gene networks underlying vegetative bud dormancy release, a key stage in development allowing plants to adapt their phenology to the environment. CONCLUSION In addition to providing a vast array of expressed genes, this study generated essential information about oak genome evolution and the regulation of genes associated with vegetative bud phenology, an important adaptive traits in trees. This resource contributes to the annotation of the oak genome sequence and will provide support for forward genetics approaches aiming to link genotypes with adaptive phenotypes.
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Affiliation(s)
- Isabelle Lesur
- INRA, UMR1202, BIOGECO, F-33610, Cestas, France.
- HelixVenture, F-33700, Mérignac, France.
| | - Grégoire Le Provost
- INRA, UMR1202, BIOGECO, F-33610, Cestas, France.
- University Bordeaux, BIOGECO, UMR1202, F-33170, Talence, France.
| | - Pascal Bento
- CEA-Institut de Génomique, GENOSCOPE, Centre National de Séquençage, 2 rue Gaston Crémieux, CP5706, F-91057, Evry Cedex, France.
| | - Corinne Da Silva
- CEA-Institut de Génomique, GENOSCOPE, Centre National de Séquençage, 2 rue Gaston Crémieux, CP5706, F-91057, Evry Cedex, France.
| | - Jean-Charles Leplé
- INRA, UR0588 Amélioration Génétique et Physiologie Forestières, F-45075, Orléans, France.
| | - Florent Murat
- INRA/UBP UMR 1095, Laboratoire Génétique, Diversité et Ecophysiologie des Céréales, F-63039, Clermont-Ferrand, France.
| | - Saneyoshi Ueno
- Forestry and Forest Products Research Institute, Department of Forest Genetics, Tree Genetics Laboratory, 1 Matsunosato, Tsukuba, Ibaraki, 305-8687, Japan.
| | - Jerôme Bartholomé
- INRA, UMR1202, BIOGECO, F-33610, Cestas, France.
- CIRAD, UMR AGAP, F-34398, Montpellier, France.
| | - Céline Lalanne
- INRA, UMR1202, BIOGECO, F-33610, Cestas, France.
- University Bordeaux, BIOGECO, UMR1202, F-33170, Talence, France.
| | - François Ehrenmann
- INRA, UMR1202, BIOGECO, F-33610, Cestas, France.
- University Bordeaux, BIOGECO, UMR1202, F-33170, Talence, France.
| | - Céline Noirot
- Plateforme bioinformatique Toulouse Midi-Pyrénées, UBIA, INRA, F-31326, Auzeville Castanet-Tolosan, France.
| | - Christian Burban
- INRA, UMR1202, BIOGECO, F-33610, Cestas, France.
- University Bordeaux, BIOGECO, UMR1202, F-33170, Talence, France.
| | - Valérie Léger
- INRA, UMR1202, BIOGECO, F-33610, Cestas, France.
- University Bordeaux, BIOGECO, UMR1202, F-33170, Talence, France.
| | - Joelle Amselem
- INRA, Unité de Recherche Génomique Info (URGI), F78026, Versailles, France.
| | - Caroline Belser
- CEA-Institut de Génomique, GENOSCOPE, Centre National de Séquençage, 2 rue Gaston Crémieux, CP5706, F-91057, Evry Cedex, France.
| | - Hadi Quesneville
- INRA, Unité de Recherche Génomique Info (URGI), F78026, Versailles, France.
| | | | - Silvia Fluch
- AIT Austrian Institute of Technology GmbH, Konrad-Lorenz Str 24, 3430, Tulln, Austria.
| | - Lasse Feldhahn
- Department of Soil Ecology, UFZ - Helmholtz Centre for Environmental Research, DE-06120, Halle/Saale, Germany.
| | - Mika Tarkka
- Department of Soil Ecology, UFZ - Helmholtz Centre for Environmental Research, DE-06120, Halle/Saale, Germany.
- iDiv - German Centre for Integrative Biodiversity Research, Halle Jena Leipzig, DE-04103, Leipzig, Germany.
| | - Sylvie Herrmann
- iDiv - German Centre for Integrative Biodiversity Research, Halle Jena Leipzig, DE-04103, Leipzig, Germany.
- Department of Community Ecology, UFZ - Helmholtz Centre for Environmental Research, 06120, Halle/Saale, Germany.
| | - François Buscot
- Department of Soil Ecology, UFZ - Helmholtz Centre for Environmental Research, DE-06120, Halle/Saale, Germany.
- iDiv - German Centre for Integrative Biodiversity Research, Halle Jena Leipzig, DE-04103, Leipzig, Germany.
| | - Christophe Klopp
- Plateforme bioinformatique Toulouse Midi-Pyrénées, UBIA, INRA, F-31326, Auzeville Castanet-Tolosan, France.
| | - Antoine Kremer
- INRA, UMR1202, BIOGECO, F-33610, Cestas, France.
- University Bordeaux, BIOGECO, UMR1202, F-33170, Talence, France.
| | - Jérôme Salse
- INRA/UBP UMR 1095, Laboratoire Génétique, Diversité et Ecophysiologie des Céréales, F-63039, Clermont-Ferrand, France.
| | - Jean-Marc Aury
- CEA-Institut de Génomique, GENOSCOPE, Centre National de Séquençage, 2 rue Gaston Crémieux, CP5706, F-91057, Evry Cedex, France.
| | - Christophe Plomion
- INRA, UMR1202, BIOGECO, F-33610, Cestas, France.
- University Bordeaux, BIOGECO, UMR1202, F-33170, Talence, France.
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Willing EM, Rawat V, Mandáková T, Maumus F, James GV, Nordström KJV, Becker C, Warthmann N, Chica C, Szarzynska B, Zytnicki M, Albani MC, Kiefer C, Bergonzi S, Castaings L, Mateos JL, Berns MC, Bujdoso N, Piofczyk T, de Lorenzo L, Barrero-Sicilia C, Mateos I, Piednoël M, Hagmann J, Chen-Min-Tao R, Iglesias-Fernández R, Schuster SC, Alonso-Blanco C, Roudier F, Carbonero P, Paz-Ares J, Davis SJ, Pecinka A, Quesneville H, Colot V, Lysak MA, Weigel D, Coupland G, Schneeberger K. Genome expansion of Arabis alpina linked with retrotransposition and reduced symmetric DNA methylation. Nat Plants 2015; 1:14023. [PMID: 27246759 DOI: 10.1038/nplants.2014.23] [Citation(s) in RCA: 114] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2014] [Accepted: 12/10/2014] [Indexed: 05/10/2023]
Abstract
Despite evolutionary conserved mechanisms to silence transposable element activity, there are drastic differences in the abundance of transposable elements even among closely related plant species. We conducted a de novo assembly for the 375 Mb genome of the perennial model plant, Arabis alpina. Analysing this genome revealed long-lasting and recent transposable element activity predominately driven by Gypsy long terminal repeat retrotransposons, which extended the low-recombining pericentromeres and transformed large formerly euchromatic regions into repeat-rich pericentromeric regions. This reduced capacity for long terminal repeat retrotransposon silencing and removal in A. alpina co-occurs with unexpectedly low levels of DNA methylation. Most remarkably, the striking reduction of symmetrical CG and CHG methylation suggests weakened DNA methylation maintenance in A. alpina compared with Arabidopsis thaliana. Phylogenetic analyses indicate a highly dynamic evolution of some components of methylation maintenance machinery that might be related to the unique methylation in A. alpina.
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Affiliation(s)
- Eva-Maria Willing
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Vimal Rawat
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Terezie Mandáková
- Research group Plant Cytogenomics, CEITEC - Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Florian Maumus
- INRA, UR1164 URGI-Research Unit in Genomics-Info, INRA de Versailles-Grignon, Route de Saint-Cyr, Versailles 78026, France
| | - Geo Velikkakam James
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Karl J V Nordström
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Claude Becker
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tübingen, Germany
| | - Norman Warthmann
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tübingen, Germany
- Research School of Biology, The Australian National University, Canberra, ACT 0200, Australia
| | - Claudia Chica
- Institut de Biologie de l'Ecole Normale Supérieure (IBENS), Centre National de la Recherche Scientifique (CNRS) UMR 8197 and Institut National de la Santé et de la Recherche Médicale (INSERM) U 1024, Paris, France
| | - Bogna Szarzynska
- Institut de Biologie de l'Ecole Normale Supérieure (IBENS), Centre National de la Recherche Scientifique (CNRS) UMR 8197 and Institut National de la Santé et de la Recherche Médicale (INSERM) U 1024, Paris, France
| | - Matthias Zytnicki
- INRA, UR1164 URGI-Research Unit in Genomics-Info, INRA de Versailles-Grignon, Route de Saint-Cyr, Versailles 78026, France
| | - Maria C Albani
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Christiane Kiefer
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Sara Bergonzi
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Loren Castaings
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Julieta L Mateos
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Markus C Berns
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Nora Bujdoso
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Thomas Piofczyk
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Laura de Lorenzo
- Department of Plant Molecular Genetics, Centro Nacional de Biotecnología, Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain
| | - Cristina Barrero-Sicilia
- Centro de Biotecnología y Genómica de Plantas (UPM-INIA). ETSI agrónomos, Universidad Politécnica de Madrid, Campus de Montegancedo, Pozuelo de Alarcón, 28223 Madrid, Spain
| | - Isabel Mateos
- Department of Plant Molecular Genetics, Centro Nacional de Biotecnología, Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain
| | - Mathieu Piednoël
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Jörg Hagmann
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tübingen, Germany
| | - Romy Chen-Min-Tao
- Institut de Biologie de l'Ecole Normale Supérieure (IBENS), Centre National de la Recherche Scientifique (CNRS) UMR 8197 and Institut National de la Santé et de la Recherche Médicale (INSERM) U 1024, Paris, France
| | - Raquel Iglesias-Fernández
- Centro de Biotecnología y Genómica de Plantas (UPM-INIA). ETSI agrónomos, Universidad Politécnica de Madrid, Campus de Montegancedo, Pozuelo de Alarcón, 28223 Madrid, Spain
| | - Stephan C Schuster
- Center for Comparative Genomics and Bioinformatics, Pennsylvania State University, University Park, Pennsylvania 16802, USA
| | - Carlos Alonso-Blanco
- Department of Plant Molecular Genetics, Centro Nacional de Biotecnología, Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain
| | - François Roudier
- Institut de Biologie de l'Ecole Normale Supérieure (IBENS), Centre National de la Recherche Scientifique (CNRS) UMR 8197 and Institut National de la Santé et de la Recherche Médicale (INSERM) U 1024, Paris, France
| | - Pilar Carbonero
- Centro de Biotecnología y Genómica de Plantas (UPM-INIA). ETSI agrónomos, Universidad Politécnica de Madrid, Campus de Montegancedo, Pozuelo de Alarcón, 28223 Madrid, Spain
| | - Javier Paz-Ares
- Department of Plant Molecular Genetics, Centro Nacional de Biotecnología, Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, 28049 Madrid, Spain
| | - Seth J Davis
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Ales Pecinka
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Hadi Quesneville
- INRA, UR1164 URGI-Research Unit in Genomics-Info, INRA de Versailles-Grignon, Route de Saint-Cyr, Versailles 78026, France
| | - Vincent Colot
- Institut de Biologie de l'Ecole Normale Supérieure (IBENS), Centre National de la Recherche Scientifique (CNRS) UMR 8197 and Institut National de la Santé et de la Recherche Médicale (INSERM) U 1024, Paris, France
| | - Martin A Lysak
- Research group Plant Cytogenomics, CEITEC - Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Detlef Weigel
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tübingen, Germany
| | - George Coupland
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
| | - Korbinian Schneeberger
- Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Carl-von-Linné Weg 10, D-50829 Cologne, Germany
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Maumus F, Fiston-Lavier AS, Quesneville H. Impact of transposable elements on insect genomes and biology. Curr Opin Insect Sci 2015; 7:30-36. [PMID: 32846669 DOI: 10.1016/j.cois.2015.01.001] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2014] [Revised: 12/30/2014] [Accepted: 01/06/2015] [Indexed: 06/11/2023]
Affiliation(s)
- Florian Maumus
- Unité de recherche en Génomique-Info (URGI), UR1164, INRA, RD10 route de Saint Cyr, 78026 Versailles, France.
| | - Anna-Sophie Fiston-Lavier
- Institut des Sciences de l'Evolution de Montpellier (ISEM), UMR5554 CNRS-Université Montpellier II, 2 place Eugene Bataillon, bat. 22, CC065 34095 Montpellier Cedex 05, France
| | - Hadi Quesneville
- Unité de recherche en Génomique-Info (URGI), UR1164, INRA, RD10 route de Saint Cyr, 78026 Versailles, France
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39
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Murat F, Zhang R, Guizard S, Gavranović H, Flores R, Steinbach D, Quesneville H, Tannier E, Salse J. Karyotype and gene order evolution from reconstructed extinct ancestors highlight contrasts in genome plasticity of modern rosid crops. Genome Biol Evol 2015; 7:735-49. [PMID: 25637221 PMCID: PMC5322550 DOI: 10.1093/gbe/evv014] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
We used nine complete genome sequences, from grape, poplar, Arabidopsis, soybean, lotus, apple, strawberry, cacao, and papaya, to investigate the paleohistory of rosid crops. We characterized an ancestral rosid karyotype, structured into 7/21 protochomosomes, with a minimal set of 6,250 ordered protogenes and a minimum physical coding gene space of 50 megabases. We also proposed ancestral karyotypes for the Caricaceae, Brassicaceae, Malvaceae, Fabaceae, Rosaceae, Salicaceae, and Vitaceae families with 9, 8, 10, 6, 12, 9, 12, and 19 protochromosomes, respectively. On the basis of these ancestral karyotypes and present-day species comparisons, we proposed a two-step evolutionary scenario based on allohexaploidization involving the newly characterized A, B, and C diploid progenitors leading to dominant (stable) and sensitive (plastic) genomic compartments in any modern rosid crops. Finally, a new user-friendly online tool, “DicotSyntenyViewer” (available from http://urgi.versailles.inra.fr/synteny-dicot), has been made available for accurate translational genomics in rosids.
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Affiliation(s)
- Florent Murat
- INRA/UBP UMR 1095 GDEC 'Génétique, Diversité et Ecophysiologie des Céréales', Clermont Ferrand, France
| | - Rongzhi Zhang
- INRA/UBP UMR 1095 GDEC 'Génétique, Diversité et Ecophysiologie des Céréales', Clermont Ferrand, France
| | - Sébastien Guizard
- INRA/UBP UMR 1095 GDEC 'Génétique, Diversité et Ecophysiologie des Céréales', Clermont Ferrand, France
| | - Haris Gavranović
- Faculty of Engineering and Natural Sciences, International University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Raphael Flores
- INRA 'Unité de Recherche en Génomique et Informatique', Centre INRA de Versailles, Versailles, France
| | - Delphine Steinbach
- INRA 'Unité de Recherche en Génomique et Informatique', Centre INRA de Versailles, Versailles, France
| | - Hadi Quesneville
- INRA 'Unité de Recherche en Génomique et Informatique', Centre INRA de Versailles, Versailles, France
| | - Eric Tannier
- INRIA Rhône-Alpes, Université de Lyon 1, CNRS UMR5558, Laboratoire Biométrie et Biologie Évolutive, Villeurbanne Cedex, France
| | - Jérôme Salse
- INRA/UBP UMR 1095 GDEC 'Génétique, Diversité et Ecophysiologie des Céréales', Clermont Ferrand, France
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40
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Bolger A, Scossa F, Bolger ME, Lanz C, Maumus F, Tohge T, Quesneville H, Alseekh S, Sørensen I, Lichtenstein G, Fich EA, Conte M, Keller H, Schneeberger K, Schwacke R, Ofner I, Vrebalov J, Xu Y, Osorio S, Aflitos SA, Schijlen E, Jiménez-Goméz JM, Ryngajllo M, Kimura S, Kumar R, Koenig D, Headland LR, Maloof JN, Sinha N, van Ham RCHJ, Lankhorst RK, Mao L, Vogel A, Arsova B, Panstruga R, Fei Z, Rose JKC, Zamir D, Carrari F, Giovannoni JJ, Weigel D, Usadel B, Fernie AR. The genome of the stress-tolerant wild tomato species Solanum pennellii. Nat Genet 2014. [PMID: 25064008 DOI: 10.1038/ng3046] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/29/2023]
Abstract
Solanum pennellii is a wild tomato species endemic to Andean regions in South America, where it has evolved to thrive in arid habitats. Because of its extreme stress tolerance and unusual morphology, it is an important donor of germplasm for the cultivated tomato Solanum lycopersicum. Introgression lines (ILs) in which large genomic regions of S. lycopersicum are replaced with the corresponding segments from S. pennellii can show remarkably superior agronomic performance. Here we describe a high-quality genome assembly of the parents of the IL population. By anchoring the S. pennellii genome to the genetic map, we define candidate genes for stress tolerance and provide evidence that transposable elements had a role in the evolution of these traits. Our work paves a path toward further tomato improvement and for deciphering the mechanisms underlying the myriad other agronomic traits that can be improved with S. pennellii germplasm.
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Affiliation(s)
- Anthony Bolger
- 1] Department of Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany. [2] Institute for Biology I, Institute for Botany and Molecular Genetics (IBMG), RWTH Aachen University, Aachen, Germany
| | - Federico Scossa
- 1] Department of Molecular Physiology, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany. [2] Consiglio per la Ricerca e la Sperimentazione in Agricoltura, Centro di Ricerca per l'Orticoltura, Pontecagnano, Italy
| | - Marie E Bolger
- 1] Department of Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany. [2] Institut für Bio- und Geowissenschaften 2 (IBG-2) Plant Sciences, Forschungszentrum Jülich, Jülich, Germany
| | - Christa Lanz
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, Tübingen, Germany
| | - Florian Maumus
- French National Institute for Agricultural Research (INRA), UR1164 Research Unit in Genomics Info (URGI), INRA de Versailles-Grignon, Versailles, France
| | - Takayuki Tohge
- Department of Molecular Physiology, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Hadi Quesneville
- French National Institute for Agricultural Research (INRA), UR1164 Research Unit in Genomics Info (URGI), INRA de Versailles-Grignon, Versailles, France
| | - Saleh Alseekh
- Department of Molecular Physiology, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Iben Sørensen
- Department of Plant Biology, Cornell University, Ithaca, New York, USA
| | - Gabriel Lichtenstein
- Instituto de Biotecnología, Centro de Investigación en Ciencias Veterinarias y Agronómicas (CICVyA)-Instituto Nacional de Tecnología Agropecuaria (INTA) and Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Castelar, Argentina
| | - Eric A Fich
- Department of Plant Biology, Cornell University, Ithaca, New York, USA
| | - Mariana Conte
- Instituto de Biotecnología, Centro de Investigación en Ciencias Veterinarias y Agronómicas (CICVyA)-Instituto Nacional de Tecnología Agropecuaria (INTA) and Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Castelar, Argentina
| | - Heike Keller
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, Tübingen, Germany
| | - Korbinian Schneeberger
- 1] Department of Molecular Biology, Max Planck Institute for Developmental Biology, Tübingen, Germany. [2] Department of Plant Developmental Biology, Max Planck Institute for Plant Breeding Research, Cologne, Germany
| | - Rainer Schwacke
- 1] Department of Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany. [2] Institut für Bio- und Geowissenschaften 2 (IBG-2) Plant Sciences, Forschungszentrum Jülich, Jülich, Germany
| | - Itai Ofner
- Faculty of Agriculture, Hebrew University of Jerusalem, Rehovot, Israel
| | - Julia Vrebalov
- Boyce Thompson Institute for Plant Research, Cornell University, Ithaca, New York, USA
| | - Yimin Xu
- Boyce Thompson Institute for Plant Research, Cornell University, Ithaca, New York, USA
| | - Sonia Osorio
- 1] Department of Molecular Physiology, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany. [2] Instituto de Hortofruticultura Subtropical y Mediterránea 'La Mayora', Department of Molecular Biology and Biochemistry, University of Málaga, Málaga, Spain
| | - Saulo Alves Aflitos
- Plant Research International, Wageningen University and Research Centre, Wageningen, the Netherlands
| | - Elio Schijlen
- Plant Research International, Wageningen University and Research Centre, Wageningen, the Netherlands
| | - José M Jiménez-Goméz
- 1] Department of Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, Cologne, Germany. [2] INRA, UMR 1318, Institut Jean-Pierre Bourgin, Versailles, France
| | - Malgorzata Ryngajllo
- Department of Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Seisuke Kimura
- Department of Plant Biology, University of California, Davis, Davis, California, USA
| | - Ravi Kumar
- Department of Plant Biology, University of California, Davis, Davis, California, USA
| | - Daniel Koenig
- 1] Department of Molecular Biology, Max Planck Institute for Developmental Biology, Tübingen, Germany. [2] Department of Plant Biology, University of California, Davis, Davis, California, USA
| | - Lauren R Headland
- Department of Plant Biology, University of California, Davis, Davis, California, USA
| | - Julin N Maloof
- Department of Plant Biology, University of California, Davis, Davis, California, USA
| | - Neelima Sinha
- Department of Plant Biology, University of California, Davis, Davis, California, USA
| | - Roeland C H J van Ham
- 1] Plant Research International, Wageningen University and Research Centre, Wageningen, the Netherlands. [2]
| | - René Klein Lankhorst
- Plant Research International, Wageningen University and Research Centre, Wageningen, the Netherlands
| | - Linyong Mao
- Boyce Thompson Institute for Plant Research, Cornell University, Ithaca, New York, USA
| | - Alexander Vogel
- Institute for Biology I, Institute for Botany and Molecular Genetics (IBMG), RWTH Aachen University, Aachen, Germany
| | - Borjana Arsova
- Entwicklungs und Molekularbiologie der Pflanzen, Heinrich Heine Universität, Düsseldorf, Germany
| | - Ralph Panstruga
- Institute for Biology I, Unit of Plant Molecular Cell Biology, RWTH Aachen University, Aachen, Germany
| | - Zhangjun Fei
- 1] Department of Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany. [2] Boyce Thompson Institute for Plant Research, Cornell University, Ithaca, New York, USA. [3] US Department of Agriculture Robert W. Holley Centre for Agriculture and Health, Ithaca, New York, USA
| | - Jocelyn K C Rose
- Department of Plant Biology, Cornell University, Ithaca, New York, USA
| | - Dani Zamir
- Faculty of Agriculture, Hebrew University of Jerusalem, Rehovot, Israel
| | - Fernando Carrari
- Instituto de Biotecnología, Centro de Investigación en Ciencias Veterinarias y Agronómicas (CICVyA)-Instituto Nacional de Tecnología Agropecuaria (INTA) and Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Castelar, Argentina
| | - James J Giovannoni
- 1] Boyce Thompson Institute for Plant Research, Cornell University, Ithaca, New York, USA. [2] US Department of Agriculture Robert W. Holley Centre for Agriculture and Health, Ithaca, New York, USA
| | - Detlef Weigel
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, Tübingen, Germany
| | - Björn Usadel
- 1] Department of Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany. [2] Institute for Biology I, Institute for Botany and Molecular Genetics (IBMG), RWTH Aachen University, Aachen, Germany. [3] Institut für Bio- und Geowissenschaften 2 (IBG-2) Plant Sciences, Forschungszentrum Jülich, Jülich, Germany
| | - Alisdair R Fernie
- Department of Molecular Physiology, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
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Murat F, Zhang R, Guizard S, Flores R, Armero A, Pont C, Steinbach D, Quesneville H, Cooke R, Salse J. Shared subgenome dominance following polyploidization explains grass genome evolutionary plasticity from a seven protochromosome ancestor with 16K protogenes. Genome Biol Evol 2014; 6:12-33. [PMID: 24317974 PMCID: PMC3914691 DOI: 10.1093/gbe/evt200] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Modern plant genomes are diploidized paleopolyploids. We revisited grass genome paleohistory in response to the diploidization process through a detailed investigation of the evolutionary fate of duplicated blocks. Ancestrally duplicated genes can be conserved, deleted, and shuffled, defining dominant (bias toward duplicate retention) and sensitive (bias toward duplicate erosion) chromosomal fragments. We propose a new grass genome paleohistory deriving from an ancestral karyotype structured in seven protochromosomes containing 16,464 protogenes and following evolutionary rules where 1) ancestral shared polyploidizations shaped conserved dominant (D) and sensitive (S) subgenomes, 2) subgenome dominance is revealed by both gene deletion and shuffling from the S blocks, 3) duplicate deletion/movement may have been mediated by single-/double-stranded illegitimate recombination mechanisms, 4) modern genomes arose through centromeric fusion of protochromosomes, leading to functional monocentric neochromosomes, 5) the fusion of two dominant blocks leads to supradominant neochromosomes (D + D = D) with higher ancestral gene retention compared with D + S = D (i.e., fusion of blocks with opposite sensitivity) or even S + S = S (i.e., fusion of two sensitive ancestral blocks). A new user-friendly online tool named "PlantSyntenyViewer," available at http://urgi.versailles.inra.fr/synteny-cereal, presents the refined comparative genomics data.
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Affiliation(s)
- Florent Murat
- INRA/UBP UMR 1095 GDEC (Génétique, Diversité et Ecophysiologie des Céréales), Clermont Ferrand, France
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Choulet F, Alberti A, Theil S, Glover N, Barbe V, Daron J, Pingault L, Sourdille P, Couloux A, Paux E, Leroy P, Mangenot S, Guilhot N, Le Gouis J, Balfourier F, Alaux M, Jamilloux V, Poulain J, Durand C, Bellec A, Gaspin C, Safar J, Dolezel J, Rogers J, Vandepoele K, Aury JM, Mayer K, Berges H, Quesneville H, Wincker P, Feuillet C. Structural and functional partitioning of bread wheat chromosome 3B. Science 2014; 345:1249721. [PMID: 25035497 DOI: 10.1126/science.1249721] [Citation(s) in RCA: 382] [Impact Index Per Article: 38.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
We produced a reference sequence of the 1-gigabase chromosome 3B of hexaploid bread wheat. By sequencing 8452 bacterial artificial chromosomes in pools, we assembled a sequence of 774 megabases carrying 5326 protein-coding genes, 1938 pseudogenes, and 85% of transposable elements. The distribution of structural and functional features along the chromosome revealed partitioning correlated with meiotic recombination. Comparative analyses indicated high wheat-specific inter- and intrachromosomal gene duplication activities that are potential sources of variability for adaption. In addition to providing a better understanding of the organization, function, and evolution of a large and polyploid genome, the availability of a high-quality sequence anchored to genetic maps will accelerate the identification of genes underlying important agronomic traits.
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Affiliation(s)
- Frédéric Choulet
- Institut National de la Recherche Agronomique (INRA) UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France. University Blaise Pascal, UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France.
| | - Adriana Alberti
- Commissariat à l'Energie Atomique et aux Energies Alternatives, Direction des Sciences du Vivant, Institut de Génomique, Genoscope, 2 Rue Gaston Crémieux, 91000 Evry, France
| | - Sébastien Theil
- Institut National de la Recherche Agronomique (INRA) UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France. University Blaise Pascal, UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Natasha Glover
- Institut National de la Recherche Agronomique (INRA) UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France. University Blaise Pascal, UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Valérie Barbe
- Commissariat à l'Energie Atomique et aux Energies Alternatives, Direction des Sciences du Vivant, Institut de Génomique, Genoscope, 2 Rue Gaston Crémieux, 91000 Evry, France
| | - Josquin Daron
- Institut National de la Recherche Agronomique (INRA) UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France. University Blaise Pascal, UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Lise Pingault
- Institut National de la Recherche Agronomique (INRA) UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France. University Blaise Pascal, UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Pierre Sourdille
- Institut National de la Recherche Agronomique (INRA) UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France. University Blaise Pascal, UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Arnaud Couloux
- Commissariat à l'Energie Atomique et aux Energies Alternatives, Direction des Sciences du Vivant, Institut de Génomique, Genoscope, 2 Rue Gaston Crémieux, 91000 Evry, France
| | - Etienne Paux
- Institut National de la Recherche Agronomique (INRA) UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France. University Blaise Pascal, UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Philippe Leroy
- Institut National de la Recherche Agronomique (INRA) UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France. University Blaise Pascal, UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Sophie Mangenot
- Commissariat à l'Energie Atomique et aux Energies Alternatives, Direction des Sciences du Vivant, Institut de Génomique, Genoscope, 2 Rue Gaston Crémieux, 91000 Evry, France
| | - Nicolas Guilhot
- Institut National de la Recherche Agronomique (INRA) UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France. University Blaise Pascal, UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Jacques Le Gouis
- Institut National de la Recherche Agronomique (INRA) UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France. University Blaise Pascal, UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Francois Balfourier
- Institut National de la Recherche Agronomique (INRA) UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France. University Blaise Pascal, UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Michael Alaux
- INRA, UR1164 Unité de Recherche Génomique Info Research Unit in Genomics-Info, INRA de Versailles, Route de Saint-Cyr, 78026 Versailles, France
| | - Véronique Jamilloux
- INRA, UR1164 Unité de Recherche Génomique Info Research Unit in Genomics-Info, INRA de Versailles, Route de Saint-Cyr, 78026 Versailles, France
| | - Julie Poulain
- Commissariat à l'Energie Atomique et aux Energies Alternatives, Direction des Sciences du Vivant, Institut de Génomique, Genoscope, 2 Rue Gaston Crémieux, 91000 Evry, France
| | - Céline Durand
- Commissariat à l'Energie Atomique et aux Energies Alternatives, Direction des Sciences du Vivant, Institut de Génomique, Genoscope, 2 Rue Gaston Crémieux, 91000 Evry, France
| | - Arnaud Bellec
- Centre National des Ressources Génomiques Végétales, INRA UPR 1258, 24 Chemin de Borde Rouge, 31326 Castanet-Tolosan, France
| | - Christine Gaspin
- Biométrie et Intelligence Artificielle, INRA, Chemin de Borde Rouge, BP 27, 31326 Castanet-Tolosan, France
| | - Jan Safar
- Centre of the Region Haná for Biotechnological and Agricultural Research, Institute of Experimental Botany, Slechtitelu 31, CZ-78371 Olomouc, Czech Republic
| | - Jaroslav Dolezel
- Centre of the Region Haná for Biotechnological and Agricultural Research, Institute of Experimental Botany, Slechtitelu 31, CZ-78371 Olomouc, Czech Republic
| | - Jane Rogers
- The Genome Analysis Centre, Norwich, Norwich Research Park, Norwich NR4 7UH, UK
| | - Klaas Vandepoele
- Department of Plant Systems Biology (VIB) and Department of Plant Biotechnology and Bioinformatics (Ghent University), Technologiepark 927, 9052 Gent, Belgium
| | - Jean-Marc Aury
- Commissariat à l'Energie Atomique et aux Energies Alternatives, Direction des Sciences du Vivant, Institut de Génomique, Genoscope, 2 Rue Gaston Crémieux, 91000 Evry, France
| | - Klaus Mayer
- Munich Information Center for Protein Sequences, Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum Muenchen, D-85764 Neuherberg, Germany
| | - Hélène Berges
- Centre National des Ressources Génomiques Végétales, INRA UPR 1258, 24 Chemin de Borde Rouge, 31326 Castanet-Tolosan, France
| | - Hadi Quesneville
- INRA, UR1164 Unité de Recherche Génomique Info Research Unit in Genomics-Info, INRA de Versailles, Route de Saint-Cyr, 78026 Versailles, France
| | - Patrick Wincker
- Commissariat à l'Energie Atomique et aux Energies Alternatives, Direction des Sciences du Vivant, Institut de Génomique, Genoscope, 2 Rue Gaston Crémieux, 91000 Evry, France. CNRS UMR 8030, 2 Rue Gaston Crémieux, 91000 Evry, France. Université d'Evry, CP5706 Evry, France
| | - Catherine Feuillet
- Institut National de la Recherche Agronomique (INRA) UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France. University Blaise Pascal, UMR1095, Genetics, Diversity and Ecophysiology of Cereals, 5 Chemin de Beaulieu, 63039 Clermont-Ferrand, France
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Maumus F, Quesneville H. Ancestral repeats have shaped epigenome and genome composition for millions of years in Arabidopsis thaliana. Nat Commun 2014; 5:4104. [PMID: 24954583 PMCID: PMC4090718 DOI: 10.1038/ncomms5104] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2013] [Accepted: 05/13/2014] [Indexed: 12/19/2022] Open
Abstract
Little is known about the evolution of repeated sequences over long periods of time. Using two independent approaches, we show that the majority of the repeats found in the Arabidopsis thaliana genome are ancient and likely to derive from the retention of fragments deposited during ancestral bursts that occurred early in the Brassicaceae evolution. We determine that the majority of young repeats are found in pericentromeric domains, while older copies are frequent in the gene-rich regions. Our results further suggest that the DNA methylation of repeats through small RNA-mediated pathways can last over prolonged periods of time. We also illustrate the way repeated sequences are composted by mutations towards genomic dark matter over time, probably driven by the deamination of methylcytosines, which also have an impact on epigenomic landscapes. Overall, we show that the ancient proliferation of repeat families has long-term consequences on A. thaliana biology and genome composition. Repeated sequences are common in genomes, yet little is known about the long-term evolution of repeats in plants. Here, Maumus and Quesneville show that most of the repeated sequences in the model plant, Arabidopsis thaliana, are old and that many small RNAs correspond to old repeats.
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Affiliation(s)
- Florian Maumus
- INRA, UR1164 URGI-Research Unit in Genomics-Info, INRA de Versailles-Grignon, Route de Saint-Cyr, Versailles 78026, France
| | - Hadi Quesneville
- INRA, UR1164 URGI-Research Unit in Genomics-Info, INRA de Versailles-Grignon, Route de Saint-Cyr, Versailles 78026, France
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Abstract
MOTIVATION Recent technological advances are allowing many laboratories to sequence their research organisms. Available de novo assemblers leave repetitive portions of the genome poorly assembled. Some genomes contain high proportions of transposable elements, and transposable elements appear to be a major force behind diversity and adaptation. Few de novo assemblers for transposable elements exist, and most have either been designed for small genomes or 454 reads. RESULTS In this article, we present a new transposable element de novo assembler, Tedna, which assembles a set of transposable elements directly from the reads. Tedna uses Illumina paired-end reads, the most widely used sequencing technology for de novo assembly, and forms full-length transposable elements. AVAILABILITY AND IMPLEMENTATION Tedna is available at http://urgi.versailles.inra.fr/Tools/Tedna, under the GPLv3 license. It is written in C++11 and only requires the Sparsehash Package, freely available under the New BSD License. Tedna can be used on standard computers with limited RAM resources, although it may also use large memory for better results. Most of the code is parallelized and thus ready for large infrastructures.
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Affiliation(s)
- Matthias Zytnicki
- INRA, URGI, Plant Breeding and Biology, Versailles 78026, France and Department of Plant Pathology, Kansas State University, Manhattan, KS 66506, USA
| | - Eduard Akhunov
- INRA, URGI, Plant Breeding and Biology, Versailles 78026, France and Department of Plant Pathology, Kansas State University, Manhattan, KS 66506, USA
| | - Hadi Quesneville
- INRA, URGI, Plant Breeding and Biology, Versailles 78026, France and Department of Plant Pathology, Kansas State University, Manhattan, KS 66506, USA
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45
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Pauchet Y, Saski CA, Feltus FA, Luyten I, Quesneville H, Heckel DG. Studying the organization of genes encoding plant cell wall degrading enzymes in Chrysomela tremula provides insights into a leaf beetle genome. Insect Mol Biol 2014; 23:286-300. [PMID: 24456018 DOI: 10.1111/imb.12081] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
The ability of herbivorous beetles from the superfamilies Chrysomeloidea and Curculionoidea to degrade plant cell wall polysaccharides has only recently begun to be appreciated. The presence of plant cell wall degrading enzymes (PCWDEs) in the beetle's digestive tract makes this degradation possible. Sequences encoding these beetle-derived PCWDEs were originally identified from transcriptomes and strikingly resemble those of saprophytic and phytopathogenic microorganisms, raising questions about their origin; e.g. are they insect- or microorganism-derived? To demonstrate unambiguously that the genes encoding PCWDEs found in beetle transcriptomes are indeed of insect origin, we generated a bacterial artificial chromosome library from the genome of the leaf beetle Chrysomela tremula, containing 18 432 clones with an average size of 143 kb. After hybridizing this library with probes derived from 12 C. tremula PCWDE-encoding genes and sequencing the positive clones, we demonstrated that the latter genes are encoded by the insect's genome and are surrounded by genes possessing orthologues in the genome of Tribolium castaneum as well as in three other beetle genomes. Our analyses showed that although the level of overall synteny between C. tremula and T. castaneum seems high, the degree of microsynteny between both species is relatively low, in contrast to the more closely related Colorado potato beetle.
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Affiliation(s)
- Y Pauchet
- Entomology, Max Planck Institute for Chemical Ecology, Jena, Germany
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Hoede C, Arnoux S, Moisset M, Chaumier T, Inizan O, Jamilloux V, Quesneville H. PASTEC: an automatic transposable element classification tool. PLoS One 2014; 9:e91929. [PMID: 24786468 PMCID: PMC4008368 DOI: 10.1371/journal.pone.0091929] [Citation(s) in RCA: 185] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2013] [Accepted: 02/18/2014] [Indexed: 11/20/2022] Open
Abstract
Summary The classification of transposable elements (TEs) is key step towards deciphering their potential impact on the genome. However, this process is often based on manual sequence inspection by TE experts. With the wealth of genomic sequences now available, this task requires automation, making it accessible to most scientists. We propose a new tool, PASTEC, which classifies TEs by searching for structural features and similarities. This tool outperforms currently available software for TE classification. The main innovation of PASTEC is the search for HMM profiles, which is useful for inferring the classification of unknown TE on the basis of conserved functional domains of the proteins. In addition, PASTEC is the only tool providing an exhaustive spectrum of possible classifications to the order level of the Wicker hierarchical TE classification system. It can also automatically classify other repeated elements, such as SSR (Simple Sequence Repeats), rDNA or potential repeated host genes. Finally, the output of this new tool is designed to facilitate manual curation by providing to biologists with all the evidence accumulated for each TE consensus. Availability PASTEC is available as a REPET module or standalone software (http://urgi.versailles.inra.fr/download/repet/REPET_linux-x64-2.2.tar.gz). It requires a Unix-like system. There are two standalone versions: one of which is parallelized (requiring Sun grid Engine or Torque), and the other of which is not.
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Affiliation(s)
- Claire Hoede
- INRA, UR1164 URGI - Research Unit in Genomics-Info, Versailles, France
- INRA, plateforme Bio-informatique Genotoul, Mathématiques et Informatique Appliquées Toulouse UR875, Castanet-Tolosan, France
| | - Sandie Arnoux
- INRA, UR1164 URGI - Research Unit in Genomics-Info, Versailles, France
- INRA, LUNAM Université, Oniris, UMR1300 BioEpAR, Nantes, France
| | - Mark Moisset
- INRA, UR1164 URGI - Research Unit in Genomics-Info, Versailles, France
| | - Timothée Chaumier
- INRA, UR1164 URGI - Research Unit in Genomics-Info, Versailles, France
| | - Olivier Inizan
- INRA, UR1164 URGI - Research Unit in Genomics-Info, Versailles, France
| | | | - Hadi Quesneville
- INRA, UR1164 URGI - Research Unit in Genomics-Info, Versailles, France
- * E-mail:
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Daron J, Glover N, Pingault L, Theil S, Jamilloux V, Paux E, Barbe V, Mangenot S, Alberti A, Wincker P, Quesneville H, Feuillet C, Choulet F. Organization and evolution of transposable elements along the bread wheat chromosome 3B. Genome Biol 2014; 15:546. [PMID: 25476263 PMCID: PMC4290129 DOI: 10.1186/s13059-014-0546-4] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2014] [Accepted: 11/17/2014] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND The 17 Gb bread wheat genome has massively expanded through the proliferation of transposable elements (TEs) and two recent rounds of polyploidization. The assembly of a 774 Mb reference sequence of wheat chromosome 3B provided us with the opportunity to explore the impact of TEs on the complex wheat genome structure and evolution at a resolution and scale not reached so far. RESULTS We develop an automated workflow, CLARI-TE, for TE modeling in complex genomes. We delineate precisely 56,488 intact and 196,391 fragmented TEs along the 3B pseudomolecule, accounting for 85% of the sequence, and reconstruct 30,199 nested insertions. TEs have been mostly silent for the last one million years, and the 3B chromosome has been shaped by a succession of bursts that occurred between 1 to 3 million years ago. Accelerated TE elimination in the high-recombination distal regions is a driving force towards chromosome partitioning. CACTAs overrepresented in the high-recombination distal regions are significantly associated with recently duplicated genes. In addition, we identify 140 CACTA-mediated gene capture events with 17 genes potentially created by exon shuffling and show that 19 captured genes are transcribed and under selection pressure, suggesting the important role of CACTAs in the recent wheat adaptation. CONCLUSION Accurate TE modeling uncovers the dynamics of TEs in a highly complex and polyploid genome. It provides novel insights into chromosome partitioning and highlights the role of CACTA transposons in the high level of gene duplication in wheat.
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Affiliation(s)
- Josquin Daron
- />INRA UMR1095 Genetics, Diversity and Ecophysiology of Cereals, 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
- />University Blaise Pascal UMR1095 Genetics, Diversity and Ecophysiology of Cereals, 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Natasha Glover
- />INRA UMR1095 Genetics, Diversity and Ecophysiology of Cereals, 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
- />University Blaise Pascal UMR1095 Genetics, Diversity and Ecophysiology of Cereals, 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Lise Pingault
- />INRA UMR1095 Genetics, Diversity and Ecophysiology of Cereals, 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
- />University Blaise Pascal UMR1095 Genetics, Diversity and Ecophysiology of Cereals, 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Sébastien Theil
- />INRA UMR1095 Genetics, Diversity and Ecophysiology of Cereals, 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
- />University Blaise Pascal UMR1095 Genetics, Diversity and Ecophysiology of Cereals, 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Véronique Jamilloux
- />INRA-URGI, Centre de Versailles, Route de Saint Cyr, 78026 Versailles, France
| | - Etienne Paux
- />INRA UMR1095 Genetics, Diversity and Ecophysiology of Cereals, 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
- />University Blaise Pascal UMR1095 Genetics, Diversity and Ecophysiology of Cereals, 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Valérie Barbe
- />CEA/DSV/IG/Genoscope, 2 rue Gaston Cremieux, 91000 Evry, France
| | - Sophie Mangenot
- />CEA/DSV/IG/Genoscope, 2 rue Gaston Cremieux, 91000 Evry, France
| | - Adriana Alberti
- />CEA/DSV/IG/Genoscope, 2 rue Gaston Cremieux, 91000 Evry, France
| | - Patrick Wincker
- />CEA/DSV/IG/Genoscope, 2 rue Gaston Cremieux, 91000 Evry, France
- />CNRS UMR 8030, 2 rue Gaston Crémieux, 91000 Evry, France
- />Université d’Evry, P5706 Evry, France
| | - Hadi Quesneville
- />INRA-URGI, Centre de Versailles, Route de Saint Cyr, 78026 Versailles, France
| | - Catherine Feuillet
- />INRA UMR1095 Genetics, Diversity and Ecophysiology of Cereals, 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
- />University Blaise Pascal UMR1095 Genetics, Diversity and Ecophysiology of Cereals, 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
| | - Frédéric Choulet
- />INRA UMR1095 Genetics, Diversity and Ecophysiology of Cereals, 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
- />University Blaise Pascal UMR1095 Genetics, Diversity and Ecophysiology of Cereals, 5 chemin de Beaulieu, 63039 Clermont-Ferrand, France
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Pont C, Murat F, Guizard S, Flores R, Foucrier S, Bidet Y, Quraishi UM, Alaux M, Doležel J, Fahima T, Budak H, Keller B, Salvi S, Maccaferri M, Steinbach D, Feuillet C, Quesneville H, Salse J. Wheat syntenome unveils new evidences of contrasted evolutionary plasticity between paleo- and neoduplicated subgenomes. Plant J 2013; 76:1030-1044. [PMID: 24164652 DOI: 10.1111/tpj.12366] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2013] [Revised: 10/01/2013] [Accepted: 10/08/2013] [Indexed: 05/27/2023]
Abstract
Bread wheat derives from a grass ancestor structured in seven protochromosomes followed by a paleotetraploidization to reach a 12 chromosomes intermediate and a neohexaploidization (involving subgenomes A, B and D) event that finally shaped the 21 modern chromosomes. Insights into wheat syntenome in sequencing conserved orthologous set (COS) genes unravelled differences in genomic structure (such as gene conservation and diversity) and genetical landscape (such as recombination pattern) between ancestral as well as recent duplicated blocks. Contrasted evolutionary plasticity is observed where the B subgenome appears more sensitive (i.e. plastic) in contrast to A as dominant (i.e. stable) in response to the neotetraploidization and D subgenome as supra-dominant (i.e. pivotal) in response to the neohexaploidization event. Finally, the wheat syntenome, delivered through a public web interface PlantSyntenyViewer at http://urgi.versailles.inra.fr/synteny-wheat, can be considered as a guide for accelerated dissection of major agronomical traits in wheat.
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Affiliation(s)
- Caroline Pont
- INRA/UBP UMR 1095, Centre de Clermont Ferrand-Theix, 5 Chemin de Beaulieu, 63100, Clermont Ferrand, France
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49
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Steinbach D, Alaux M, Amselem J, Choisne N, Durand S, Flores R, Keliet AO, Kimmel E, Lapalu N, Luyten I, Michotey C, Mohellibi N, Pommier C, Reboux S, Valdenaire D, Verdelet D, Quesneville H. GnpIS: an information system to integrate genetic and genomic data from plants and fungi. Database (Oxford) 2013; 2013:bat058. [PMID: 23959375 PMCID: PMC3746681 DOI: 10.1093/database/bat058] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Data integration is a key challenge for modern bioinformatics. It aims to provide biologists with tools to explore relevant data produced by different studies. Large-scale international projects can generate lots of heterogeneous and unrelated data. The challenge is to integrate this information with other publicly available data. Nucleotide sequencing throughput has been improved with new technologies; this increases the need for powerful information systems able to store, manage and explore data. GnpIS is a multispecies integrative information system dedicated to plant and fungi pests. It bridges genetic and genomic data, allowing researchers access to both genetic information (e.g. genetic maps, quantitative trait loci, markers, single nucleotide polymorphisms, germplasms and genotypes) and genomic data (e.g. genomic sequences, physical maps, genome annotation and expression data) for species of agronomical interest. GnpIS is used by both large international projects and plant science departments at the French National Institute for Agricultural Research. Here, we illustrate its use. Database URL: http://urgi.versailles.inra.fr/gnpis
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Affiliation(s)
- Delphine Steinbach
- INRA, UR1164 URGI - Research Unit in Genomics-Info, INRA de Versailles, Route de Saint-Cyr, Versailles, 78026, France
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