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Salojärvi J, Rambani A, Yu Z, Guyot R, Strickler S, Lepelley M, Wang C, Rajaraman S, Rastas P, Zheng C, Muñoz DS, Meidanis J, Paschoal AR, Bawin Y, Krabbenhoft TJ, Wang ZQ, Fleck SJ, Aussel R, Bellanger L, Charpagne A, Fournier C, Kassam M, Lefebvre G, Métairon S, Moine D, Rigoreau M, Stolte J, Hamon P, Couturon E, Tranchant-Dubreuil C, Mukherjee M, Lan T, Engelhardt J, Stadler P, Correia De Lemos SM, Suzuki SI, Sumirat U, Wai CM, Dauchot N, Orozco-Arias S, Garavito A, Kiwuka C, Musoli P, Nalukenge A, Guichoux E, Reinout H, Smit M, Carretero-Paulet L, Filho OG, Braghini MT, Padilha L, Sera GH, Ruttink T, Henry R, Marraccini P, Van de Peer Y, Andrade A, Domingues D, Giuliano G, Mueller L, Pereira LF, Plaisance S, Poncet V, Rombauts S, Sankoff D, Albert VA, Crouzillat D, de Kochko A, Descombes P. The genome and population genomics of allopolyploid Coffea arabica reveal the diversification history of modern coffee cultivars. Nat Genet 2024; 56:721-731. [PMID: 38622339 PMCID: PMC11018527 DOI: 10.1038/s41588-024-01695-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 02/23/2024] [Indexed: 04/17/2024]
Abstract
Coffea arabica, an allotetraploid hybrid of Coffea eugenioides and Coffea canephora, is the source of approximately 60% of coffee products worldwide, and its cultivated accessions have undergone several population bottlenecks. We present chromosome-level assemblies of a di-haploid C. arabica accession and modern representatives of its diploid progenitors, C. eugenioides and C. canephora. The three species exhibit largely conserved genome structures between diploid parents and descendant subgenomes, with no obvious global subgenome dominance. We find evidence for a founding polyploidy event 350,000-610,000 years ago, followed by several pre-domestication bottlenecks, resulting in narrow genetic variation. A split between wild accessions and cultivar progenitors occurred ~30.5 thousand years ago, followed by a period of migration between the two populations. Analysis of modern varieties, including lines historically introgressed with C. canephora, highlights their breeding histories and loci that may contribute to pathogen resistance, laying the groundwork for future genomics-based breeding of C. arabica.
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Affiliation(s)
- Jarkko Salojärvi
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore.
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, Helsinki, Finland.
- Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore, Singapore.
| | - Aditi Rambani
- Boyce Thompson Institute, Cornell University, Ithaca, NY, USA
| | - Zhe Yu
- Department of Mathematics and Statistics, University of Ottawa, Ottawa, Ontario, Canada
| | - Romain Guyot
- Institut de Recherche pour le Développement (IRD), Université de Montpellier, Montpellier, France
- Department of Electronics and Automation, Universidad Autónoma de Manizales, Manizales, Colombia
| | - Susan Strickler
- Boyce Thompson Institute, Cornell University, Ithaca, NY, USA
| | - Maud Lepelley
- Société des Produits Nestlé SA, Nestlé Research, Tours, France
| | - Cui Wang
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, Helsinki, Finland
| | - Sitaram Rajaraman
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, Helsinki, Finland
| | - Pasi Rastas
- Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Chunfang Zheng
- Department of Mathematics and Statistics, University of Ottawa, Ottawa, Ontario, Canada
| | - Daniella Santos Muñoz
- Department of Mathematics and Statistics, University of Ottawa, Ottawa, Ontario, Canada
| | - João Meidanis
- Institute of Computing, University of Campinas, Campinas, Brazil
| | - Alexandre Rossi Paschoal
- Department of Computer Science, The Federal University of Technology - Paraná (UTFPR), Cornélio Procópio, Brazil
| | - Yves Bawin
- Plant Sciences Unit, Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Melle, Belgium
| | | | - Zhen Qin Wang
- Department of Biological Sciences, University at Buffalo, Buffalo, NY, USA
| | - Steven J Fleck
- Department of Biological Sciences, University at Buffalo, Buffalo, NY, USA
| | - Rudy Aussel
- Société des Produits Nestlé SA, Nestlé Research, Tours, France
- Centre d'Immunologie de Marseille-Luminy, Aix Marseille Université, Marseille, France
| | | | - Aline Charpagne
- Société des Produits Nestlé SA, Nestlé Research, Lausanne, Switzerland
| | - Coralie Fournier
- Société des Produits Nestlé SA, Nestlé Research, Lausanne, Switzerland
| | - Mohamed Kassam
- Société des Produits Nestlé SA, Nestlé Research, Lausanne, Switzerland
| | - Gregory Lefebvre
- Société des Produits Nestlé SA, Nestlé Research, Lausanne, Switzerland
| | - Sylviane Métairon
- Société des Produits Nestlé SA, Nestlé Research, Lausanne, Switzerland
| | - Déborah Moine
- Société des Produits Nestlé SA, Nestlé Research, Lausanne, Switzerland
| | - Michel Rigoreau
- Société des Produits Nestlé SA, Nestlé Research, Tours, France
| | - Jens Stolte
- Société des Produits Nestlé SA, Nestlé Research, Lausanne, Switzerland
| | - Perla Hamon
- Institut de Recherche pour le Développement (IRD), Université de Montpellier, Montpellier, France
| | - Emmanuel Couturon
- Institut de Recherche pour le Développement (IRD), Université de Montpellier, Montpellier, France
| | | | - Minakshi Mukherjee
- Department of Biological Sciences, University at Buffalo, Buffalo, NY, USA
| | - Tianying Lan
- Department of Biological Sciences, University at Buffalo, Buffalo, NY, USA
| | - Jan Engelhardt
- Department of Computer Science, University of Leipzig, Leipzig, Germany
| | - Peter Stadler
- Department of Computer Science, University of Leipzig, Leipzig, Germany
- Interdisciplinary Center for Bioinformatics, University of Leipzig, Leipzig, Germany
| | | | | | - Ucu Sumirat
- Indonesian Coffee and Cocoa Research Institute (ICCRI), Jember, Indonesia
| | - Ching Man Wai
- University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Nicolas Dauchot
- Research Unit in Plant Cellular and Molecular Biology, University of Namur, Namur, Belgium
| | - Simon Orozco-Arias
- Department of Electronics and Automation, Universidad Autónoma de Manizales, Manizales, Colombia
| | - Andrea Garavito
- Departamento de Ciencias Biológicas, Facultad de Ciencias Exactas y Naturales, Universidad de Caldas, Manizales, Colombia
| | - Catherine Kiwuka
- National Agricultural Research Organization (NARO), Entebbe, Uganda
| | - Pascal Musoli
- National Agricultural Research Organization (NARO), Entebbe, Uganda
| | - Anne Nalukenge
- National Agricultural Research Organization (NARO), Entebbe, Uganda
| | - Erwan Guichoux
- Biodiversité Gènes & Communautés, INRA, Bordeaux, France
| | | | - Martin Smit
- Hortus Botanicus Amsterdam, Amsterdam, the Netherlands
| | | | - Oliveiro Guerreiro Filho
- Instituto Agronômico (IAC) Centro de Café 'Alcides Carvalho', Fazenda Santa Elisa, Campinas, Brazil
| | - Masako Toma Braghini
- Instituto Agronômico (IAC) Centro de Café 'Alcides Carvalho', Fazenda Santa Elisa, Campinas, Brazil
| | - Lilian Padilha
- Embrapa Café/Instituto Agronômico (IAC) Centro de Café 'Alcides Carvalho', Fazenda Santa Elisa, Campinas, Brazil
| | | | - Tom Ruttink
- Plant Sciences Unit, Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Melle, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
| | - Robert Henry
- Queensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, Queensland, Australia
| | - Pierre Marraccini
- CIRAD - UMR DIADE (IRD-CIRAD-Université de Montpellier) BP 64501, Montpellier, France
| | - Yves Van de Peer
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa
- College of Horticulture, Academy for Advanced Interdisciplinary Studies, Nanjing Agricultural University, Nanjing, China
- Center for Plant Systems Biology, VIB, Ghent, Belgium
| | - Alan Andrade
- Embrapa Café/Inovacafé Laboratory of Molecular Genetics Campus da UFLA-MG, Lavras, Brazil
| | - Douglas Domingues
- Group of Genomics and Transcriptomes in Plants, São Paulo State University, UNESP, Rio Claro, Brazil
| | - Giovanni Giuliano
- Italian National Agency for New Technologies, Energy and Sustainable Economic Development, ENEA Casaccia Research Center, Rome, Italy
| | - Lukas Mueller
- Boyce Thompson Institute, Cornell University, Ithaca, NY, USA
| | - Luiz Filipe Pereira
- Embrapa Café/Lab. Biotecnologia, Área de Melhoramento Genético, Londrina, Brazil
| | | | - Valerie Poncet
- Institut de Recherche pour le Développement (IRD), Université de Montpellier, Montpellier, France
| | - Stephane Rombauts
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- Center for Plant Systems Biology, VIB, Ghent, Belgium
| | - David Sankoff
- Department of Mathematics and Statistics, University of Ottawa, Ottawa, Ontario, Canada
| | - Victor A Albert
- Department of Biological Sciences, University at Buffalo, Buffalo, NY, USA.
| | | | - Alexandre de Kochko
- Institut de Recherche pour le Développement (IRD), Université de Montpellier, Montpellier, France.
| | - Patrick Descombes
- Société des Produits Nestlé SA, Nestlé Research, Lausanne, Switzerland.
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Hamon P, Grover CE, Davis AP, Rakotomalala JJ, Raharimalala NE, Albert VA, Sreenath HL, Stoffelen P, Mitchell SE, Couturon E, Hamon S, de Kochko A, Crouzillat D, Rigoreau M, Sumirat U, Akaffou S, Guyot R. Genotyping-by-sequencing provides the first well-resolved phylogeny for coffee (Coffea) and insights into the evolution of caffeine content in its species: GBS coffee phylogeny and the evolution of caffeine content. Mol Phylogenet Evol 2017; 109:351-361. [PMID: 28212875 DOI: 10.1016/j.ympev.2017.02.009] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2016] [Revised: 02/06/2017] [Accepted: 02/07/2017] [Indexed: 12/30/2022]
Abstract
A comprehensive and meaningful phylogenetic hypothesis for the commercially important coffee genus (Coffea) has long been a key objective for coffee researchers. For molecular studies, progress has been limited by low levels of sequence divergence, leading to insufficient topological resolution and statistical support in phylogenetic trees, particularly for the major lineages and for the numerous species occurring in Madagascar. We report here the first almost fully resolved, broadly sampled phylogenetic hypothesis for coffee, the result of combining genotyping-by-sequencing (GBS) technology with a newly developed, lab-based workflow to integrate short read next-generation sequencing for low numbers of additional samples. Biogeographic patterns indicate either Africa or Asia (or possibly the Arabian Peninsula) as the most likely ancestral locality for the origin of the coffee genus, with independent radiations across Africa, Asia, and the Western Indian Ocean Islands (including Madagascar and Mauritius). The evolution of caffeine, an important trait for commerce and society, was evaluated in light of our phylogeny. High and consistent caffeine content is found only in species from the equatorial, fully humid environments of West and Central Africa, possibly as an adaptive response to increased levels of pest predation. Moderate caffeine production, however, evolved at least one additional time recently (between 2 and 4Mya) in a Madagascan lineage, which suggests that either the biosynthetic pathway was already in place during the early evolutionary history of coffee, or that caffeine synthesis within the genus is subject to convergent evolution, as is also the case for caffeine synthesis in coffee versus tea and chocolate.
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Affiliation(s)
- Perla Hamon
- UMR DIADE, IRD, BP 64501, F-34394 Montpellier cedex 5, France.
| | - Corrinne E Grover
- Department of Ecology, Evolution, and Organismal Biology, Iowa State University, Ames, IA 50011, USA.
| | - Aaron P Davis
- Royal Botanic Gardens, Kew, Richmond, Surrey TW9 3AB, United Kingdom.
| | | | | | - Victor A Albert
- Department of Biological Sciences, University at Buffalo, Buffalo, NY 14260, USA.
| | - Hosahalli L Sreenath
- Plant Biotechnology Division, Unit of Central Coffee Research Institute, Coffee Board, Manasagangothri, Mysore 570006, India.
| | - Piet Stoffelen
- Herbarium Plantentuin Meise, Nieuwelaan 38, 1860 Meise, Belgium.
| | - Sharon E Mitchell
- Cornell University, Institute of Biotechnology, Genomic Diversity Facility, Ithaca, NY, USA.
| | | | - Serge Hamon
- UMR DIADE, IRD, BP 64501, F-34394 Montpellier cedex 5, France.
| | | | | | - Michel Rigoreau
- Nestlé Centre R&D Tours, BP 49716, F-37097 Tours cedex 2, France.
| | - Ucu Sumirat
- Indonesian Coffee and Cocoa Research Institute Jl. PB Sudirman 90, Jember 68118, Indonesia.
| | | | - Romain Guyot
- UMR IPME, IRD, BP 64501, F-34394 Montpellier cedex 5, France.
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3
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Guyot R, Darré T, Dupeyron M, de Kochko A, Hamon S, Couturon E, Crouzillat D, Rigoreau M, Rakotomalala JJ, Raharimalala NE, Akaffou SD, Hamon P. Partial sequencing reveals the transposable element composition of Coffea genomes and provides evidence for distinct evolutionary stories. Mol Genet Genomics 2016; 291:1979-90. [PMID: 27469896 DOI: 10.1007/s00438-016-1235-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [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: 05/19/2016] [Accepted: 07/25/2016] [Indexed: 10/21/2022]
Abstract
The Coffea genus, 124 described species, has a natural distribution spreading from inter-tropical Africa, to Western Indian Ocean Islands, India, Asia and up to Australasia. Two cultivated species, C. arabica and C. canephora, are intensively studied while, the breeding potential and the genome composition of all the wild species remained poorly uncharacterized. Here, we report the characterization and comparison of the highly repeated transposable elements content of 11 Coffea species representatives of the natural biogeographic distribution. A total of 994 Mb from 454 reads were produced with a genome coverage ranging between 3.2 and 15.7 %. The analyses showed that highly repeated transposable elements, mainly LTR retrotransposons (LTR-RT), represent between 32 and 53 % of Coffea genomes depending on their biogeographic location and genome size. Species from West and Central Africa (Eucoffea) contained the highest LTR-RT content but with no strong variation relative to their genome size. At the opposite, for the insular species (Mascarocoffea), a strong variation of LTR-RT was observed suggesting differential dynamics of these elements in this group. Two LTR-RT lineages, SIRE and Del were clearly differentially accumulated between African and insular species, suggesting these lineages were associated to the genome divergence of Coffea species in Africa. Altogether, the information obtained in this study improves our knowledge and brings new data on the composition, the evolution and the divergence of wild Coffea genomes.
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Affiliation(s)
- Romain Guyot
- IRD UMR IPME, CoffeeAdapt, BP 64501, 34394, Montpellier Cedex 5, France.
| | - Thibaud Darré
- IRD UMR DIADE, EvoGeC, BP 64501, 34394, Montpellier Cedex 5, France
| | | | | | - Serge Hamon
- IRD UMR DIADE, EvoGeC, BP 64501, 34394, Montpellier Cedex 5, France
| | | | - Dominique Crouzillat
- Nestlé R&D Tours, 101 AV. G. Eiffel, Notre Dame d'Oe ́, BP 49716, 37097, Tours Cedex 2, France
| | - Michel Rigoreau
- Nestlé R&D Tours, 101 AV. G. Eiffel, Notre Dame d'Oe ́, BP 49716, 37097, Tours Cedex 2, France
| | | | | | | | - Perla Hamon
- IRD UMR DIADE, EvoGeC, BP 64501, 34394, Montpellier Cedex 5, France
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4
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Dias ES, Hatt C, Hamon S, Hamon P, Rigoreau M, Crouzillat D, Carareto CMA, de Kochko A, Guyot R. Large distribution and high sequence identity of a Copia-type retrotransposon in angiosperm families. Plant Mol Biol 2015; 89:83-97. [PMID: 26245353 DOI: 10.1007/s11103-015-0352-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [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: 02/20/2015] [Accepted: 07/28/2015] [Indexed: 06/04/2023]
Abstract
Retrotransposons are the main component of plant genomes. Recent studies have revealed the complexity of their evolutionary dynamics. Here, we have identified Copia25 in Coffea canephora, a new plant retrotransposon belonging to the Ty1-Copia superfamily. In the Coffea genomes analyzed, Copia25 is present in relatively low copy numbers and transcribed. Similarity sequence searches and PCR analyses show that this retrotransposon with LTRs (Long Terminal Repeats) is widely distributed among the Rubiaceae family and that it is also present in other distantly related species belonging to Asterids, Rosids and monocots. A particular situation is the high sequence identity found between the Copia25 sequences of Musa, a monocot, and Ixora, a dicot species (Rubiaceae). Our results reveal the complexity of the evolutionary dynamics of the ancient element Copia25 in angiosperm, involving several processes including sequence conservation, rapid turnover, stochastic losses and horizontal transfer.
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Affiliation(s)
- Elaine Silva Dias
- IRD UMR DIADE, EVODYN, BP 64501, 34394, Montpellier Cedex 5, France.
- Department of Biology, UNESP-Univ. Estadual Paulista, São José do Rio Preto, Araraquara, SP, Brazil.
| | - Clémence Hatt
- IRD UMR DIADE, EVODYN, BP 64501, 34394, Montpellier Cedex 5, France.
| | - Serge Hamon
- IRD UMR DIADE, EVODYN, BP 64501, 34394, Montpellier Cedex 5, France.
| | - Perla Hamon
- IRD UMR DIADE, EVODYN, BP 64501, 34394, Montpellier Cedex 5, France.
| | - Michel Rigoreau
- Nestlé R&D Tours, 101 AV. G. Eiffel, Notre Dame d'Oé, BP 49716, 37097, Tours, Cedex 2, France.
| | - Dominique Crouzillat
- Nestlé R&D Tours, 101 AV. G. Eiffel, Notre Dame d'Oé, BP 49716, 37097, Tours, Cedex 2, France.
| | | | | | - Romain Guyot
- Institut de Recherche pour le Développement (IRD), UMR IPME, BP 64501, 34394, Montpellier Cedex 5, France.
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5
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Roncal J, Guyot R, Hamon P, Crouzillat D, Rigoreau M, Konan ON, Rakotomalala JJ, Nowak MD, Davis AP, de Kochko A. Active transposable elements recover species boundaries and geographic structure in Madagascan coffee species. Mol Genet Genomics 2015; 291:155-68. [PMID: 26231981 DOI: 10.1007/s00438-015-1098-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [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: 03/12/2015] [Accepted: 07/21/2015] [Indexed: 01/10/2023]
Abstract
The completion of the genome assembly for the economically important coffee plant Coffea canephora (Rubiaceae) has allowed the use of bioinformatic tools to identify and characterize a diverse array of transposable elements (TEs), which can be used in evolutionary studies of the genus. An overview of the copy number and location within the C. canephora genome of four TEs is presented. These are tested for their use as molecular markers to unravel the evolutionary history of the Millotii Complex, a group of six wild coffee (Coffea) species native to Madagascar. Two TEs from the Gypsy superfamily successfully recovered some species boundaries and geographic structure among samples, whereas a TE from the Copia superfamily did not. Notably, species occurring in evergreen moist forests of eastern and southeastern Madagascar were divergent with respect to species in other habitats and regions. Our results suggest that the peak of transpositional activity of the Gypsy and Copia TEs occurred, respectively, before and after the speciation events of the tested Madagascan species. We conclude that the utilization of active TEs has considerable potential to unravel the evolutionary history and delimitation of closely related Coffea species. However, the selection of TE needs to be experimentally tested, since each element has its own evolutionary history. Different TEs with similar copy number in a given species can render different dendrograms; thus copy number is not a good selection criterion to attain phylogenetic resolution.
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Affiliation(s)
- Julissa Roncal
- Department of Biology, Memorial University of Newfoundland, 232 Elizabeth Avenue, St. John's, A1B 3X9, Canada. .,UMR DIADE, IRD, B.P. 64501, 34394, Cedex 5 Montpellier, France.
| | - Romain Guyot
- UMR IPME, IRD, B.P. 64501, 34394, Cedex 5 Montpellier, France
| | - Perla Hamon
- UMR DIADE, IRD, B.P. 64501, 34394, Cedex 5 Montpellier, France
| | - Dominique Crouzillat
- Nestlé R&D Tours, 101 AV. G. Eiffel, Notre Dame d'Oé, BP 49716, 37097, Tours, Cedex 2, France
| | - Michel Rigoreau
- Nestlé R&D Tours, 101 AV. G. Eiffel, Notre Dame d'Oé, BP 49716, 37097, Tours, Cedex 2, France
| | | | | | - Michael D Nowak
- Science for Life Laboratory, Stockholm University, Tomtebodavägen 23, 17165, Solna, Sweden
| | - Aaron P Davis
- Royal Botanic Gardens, Kew, Richmond, TW9 3AB, Surrey, UK
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6
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Chaparro C, Gayraud T, de Souza RF, Domingues DS, Akaffou S, Laforga Vanzela AL, Kochko AD, Rigoreau M, Crouzillat D, Hamon S, Hamon P, Guyot R. Terminal-repeat retrotransposons with GAG domain in plant genomes: a new testimony on the complex world of transposable elements. Genome Biol Evol 2015; 7:493-504. [PMID: 25573958 PMCID: PMC4350172 DOI: 10.1093/gbe/evv001] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [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: 12/31/2022] Open
Abstract
A novel structure of nonautonomous long terminal repeat (LTR) retrotransposons called terminal repeat with GAG domain (TR-GAG) has been described in plants, both in monocotyledonous, dicotyledonous and basal angiosperm genomes. TR-GAGs are relatively short elements in length (<4 kb) showing the typical features of LTR-retrotransposons. However, they carry only one open reading frame coding for the GAG precursor protein involved for instance in transposition, the assembly, and the packaging of the element into the virus-like particle. GAG precursors show similarities with both Copia and Gypsy GAG proteins, suggesting evolutionary relationships of TR-GAG elements with both families. Despite the lack of the enzymatic machinery required for their mobility, strong evidences suggest that TR-GAGs are still active. TR-GAGs represent ubiquitous nonautonomous structures that could be involved in the molecular diversities of plant genomes.
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Affiliation(s)
- Cristian Chaparro
- 2EI UMR5244 Université de Perpignan Via Domitia, UMR 5244 CNRS Ecologie et Evolution des Interactions (2EI), Perpignan, France
| | - Thomas Gayraud
- Institut de Recherche pour le Développement (IRD), UMR DIADE (CIRAD, IRD, UM2), Montpellier, France
| | | | - Douglas Silva Domingues
- Departamento de Botanica, Instituto de Biociencias, Univ Estadual Paulista, UNESP, Rio Claro, SP, Brazil
| | | | | | - Alexandre de Kochko
- Institut de Recherche pour le Développement (IRD), UMR DIADE (CIRAD, IRD, UM2), Montpellier, France
| | | | | | - Serge Hamon
- Institut de Recherche pour le Développement (IRD), UMR DIADE (CIRAD, IRD, UM2), Montpellier, France
| | - Perla Hamon
- Institut de Recherche pour le Développement (IRD), UMR DIADE (CIRAD, IRD, UM2), Montpellier, France
| | - Romain Guyot
- Institut de Recherche pour le Développement (IRD), UMR IPME, Montpellier, France
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7
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Denoeud F, Carretero-Paulet L, Dereeper A, Droc G, Guyot R, Pietrella M, Zheng C, Alberti A, Anthony F, Aprea G, Aury JM, Bento P, Bernard M, Bocs S, Campa C, Cenci A, Combes MC, Crouzillat D, Da Silva C, Daddiego L, De Bellis F, Dussert S, Garsmeur O, Gayraud T, Guignon V, Jahn K, Jamilloux V, Joët T, Labadie K, Lan T, Leclercq J, Lepelley M, Leroy T, Li LT, Librado P, Lopez L, Muñoz A, Noel B, Pallavicini A, Perrotta G, Poncet V, Pot D, Priyono, Rigoreau M, Rouard M, Rozas J, Tranchant-Dubreuil C, VanBuren R, Zhang Q, Andrade AC, Argout X, Bertrand B, de Kochko A, Graziosi G, Henry RJ, Jayarama, Ming R, Nagai C, Rounsley S, Sankoff D, Giuliano G, Albert VA, Wincker P, Lashermes P. The coffee genome provides insight into the convergent evolution of caffeine biosynthesis. Science 2014; 345:1181-4. [PMID: 25190796 DOI: 10.1126/science.1255274] [Citation(s) in RCA: 336] [Impact Index Per Article: 33.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Coffee is a valuable beverage crop due to its characteristic flavor, aroma, and the stimulating effects of caffeine. We generated a high-quality draft genome of the species Coffea canephora, which displays a conserved chromosomal gene order among asterid angiosperms. Although it shows no sign of the whole-genome triplication identified in Solanaceae species such as tomato, the genome includes several species-specific gene family expansions, among them N-methyltransferases (NMTs) involved in caffeine production, defense-related genes, and alkaloid and flavonoid enzymes involved in secondary compound synthesis. Comparative analyses of caffeine NMTs demonstrate that these genes expanded through sequential tandem duplications independently of genes from cacao and tea, suggesting that caffeine in eudicots is of polyphyletic origin.
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Affiliation(s)
- France Denoeud
- Commissariat à l'Energie Atomique, Genoscope, Institut de Génomique, BP5706, 91057 Evry, France. CNRS, UMR 8030, CP5706, Evry, France. Université d'Evry, UMR 8030, CP5706, Evry, France
| | - Lorenzo Carretero-Paulet
- Department of Biological Sciences, 109 Cooke Hall, University at Buffalo (State University of New York), Buffalo, NY 14260, USA
| | - Alexis Dereeper
- Institut de Recherche pour le Développement (IRD), UMR Résistance des Plantes aux Bioagresseurs (RPB) [Centre de Coopération Internationale en Recherche Agronomique pour le Développement (CIRAD), IRD, UM2)], BP 64501, 34394 Montpellier Cedex 5, France
| | - Gaëtan Droc
- CIRAD, UMR Amélioration Génétique et Adaptation des Plantes Méditerranéennes et Tropicales (AGAP), F-34398 Montpellier, France
| | - Romain Guyot
- IRD, UMR Diversité Adaptation et Développement des Plantes (CIRAD, IRD, UM2), BP 64501, 34394 Montpellier Cedex 5, France
| | - Marco Pietrella
- Italian National Agency for New Technologies, Energy and Sustainable Development (ENEA) Casaccia Research Center, Via Anguillarese 301, 00123 Roma, Italy
| | - Chunfang Zheng
- Department of Mathematics and Statistics, University of Ottawa, 585 King Edward Avenue, Ottawa, Ontario K1N 6N5, Canada
| | - Adriana Alberti
- Commissariat à l'Energie Atomique, Genoscope, Institut de Génomique, BP5706, 91057 Evry, France
| | - François Anthony
- Institut de Recherche pour le Développement (IRD), UMR Résistance des Plantes aux Bioagresseurs (RPB) [Centre de Coopération Internationale en Recherche Agronomique pour le Développement (CIRAD), IRD, UM2)], BP 64501, 34394 Montpellier Cedex 5, France
| | - Giuseppe Aprea
- Italian National Agency for New Technologies, Energy and Sustainable Development (ENEA) Casaccia Research Center, Via Anguillarese 301, 00123 Roma, Italy
| | - Jean-Marc Aury
- Commissariat à l'Energie Atomique, Genoscope, Institut de Génomique, BP5706, 91057 Evry, France
| | - Pascal Bento
- Commissariat à l'Energie Atomique, Genoscope, Institut de Génomique, BP5706, 91057 Evry, France
| | - Maria Bernard
- Commissariat à l'Energie Atomique, Genoscope, Institut de Génomique, BP5706, 91057 Evry, France
| | - Stéphanie Bocs
- CIRAD, UMR Amélioration Génétique et Adaptation des Plantes Méditerranéennes et Tropicales (AGAP), F-34398 Montpellier, France
| | - Claudine Campa
- IRD, UMR Diversité Adaptation et Développement des Plantes (CIRAD, IRD, UM2), BP 64501, 34394 Montpellier Cedex 5, France
| | - Alberto Cenci
- Institut de Recherche pour le Développement (IRD), UMR Résistance des Plantes aux Bioagresseurs (RPB) [Centre de Coopération Internationale en Recherche Agronomique pour le Développement (CIRAD), IRD, UM2)], BP 64501, 34394 Montpellier Cedex 5, France. Bioversity International, Parc Scientifique Agropolis II, 34397 Montpellier Cedex 5, France
| | - Marie-Christine Combes
- Institut de Recherche pour le Développement (IRD), UMR Résistance des Plantes aux Bioagresseurs (RPB) [Centre de Coopération Internationale en Recherche Agronomique pour le Développement (CIRAD), IRD, UM2)], BP 64501, 34394 Montpellier Cedex 5, France
| | - Dominique Crouzillat
- Nestlé Research and Development Centre, 101 Avenue Gustave Eiffel, Notre-Dame-d'Oé, BP 49716, 37097 Tours Cedex 2, France
| | - Corinne Da Silva
- Commissariat à l'Energie Atomique, Genoscope, Institut de Génomique, BP5706, 91057 Evry, France
| | | | - Fabien De Bellis
- CIRAD, UMR Amélioration Génétique et Adaptation des Plantes Méditerranéennes et Tropicales (AGAP), F-34398 Montpellier, France
| | - Stéphane Dussert
- IRD, UMR Diversité Adaptation et Développement des Plantes (CIRAD, IRD, UM2), BP 64501, 34394 Montpellier Cedex 5, France
| | - Olivier Garsmeur
- CIRAD, UMR Amélioration Génétique et Adaptation des Plantes Méditerranéennes et Tropicales (AGAP), F-34398 Montpellier, France
| | - Thomas Gayraud
- IRD, UMR Diversité Adaptation et Développement des Plantes (CIRAD, IRD, UM2), BP 64501, 34394 Montpellier Cedex 5, France
| | - Valentin Guignon
- Bioversity International, Parc Scientifique Agropolis II, 34397 Montpellier Cedex 5, France
| | - Katharina Jahn
- Department of Mathematics and Statistics, University of Ottawa, 585 King Edward Avenue, Ottawa, Ontario K1N 6N5, Canada. Center for Biotechnology, Universität Bielefeld, Universitätsstraße 27, D-33615 Bielefeld, Germany. AG Genominformatik, Technische Fakultät, Universität Bielefeld, 33594 Bielefeld, Germany
| | - Véronique Jamilloux
- Institut National de la Recherche Agronomique (INRA), Unité de Recherches en Génomique-Info (UR INRA 1164), Centre de Recherche de Versailles, 78026 Versailles Cedex, France
| | - Thierry Joët
- IRD, UMR Diversité Adaptation et Développement des Plantes (CIRAD, IRD, UM2), BP 64501, 34394 Montpellier Cedex 5, France
| | - Karine Labadie
- Commissariat à l'Energie Atomique, Genoscope, Institut de Génomique, BP5706, 91057 Evry, France
| | - Tianying Lan
- Department of Biological Sciences, 109 Cooke Hall, University at Buffalo (State University of New York), Buffalo, NY 14260, USA. Department of Biology, Chongqing University of Science and Technology, 4000042 Chongqing, China
| | - Julie Leclercq
- CIRAD, UMR Amélioration Génétique et Adaptation des Plantes Méditerranéennes et Tropicales (AGAP), F-34398 Montpellier, France
| | - Maud Lepelley
- Nestlé Research and Development Centre, 101 Avenue Gustave Eiffel, Notre-Dame-d'Oé, BP 49716, 37097 Tours Cedex 2, France
| | - Thierry Leroy
- CIRAD, UMR Amélioration Génétique et Adaptation des Plantes Méditerranéennes et Tropicales (AGAP), F-34398 Montpellier, France
| | - Lei-Ting Li
- Department of Plant Biology, 148 Edward R. Madigan Laboratory, MC-051, 1201 West Gregory Drive, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Pablo Librado
- Departament de Genètica and Institut de Recerca de la Biodiversitat (IRBio), Universitat de Barcelona, Diagonal 643, Barcelona 08028, Spain
| | | | - Adriana Muñoz
- Department of Mathematics, University of Maryland, Mathematics Building 084, University of Maryland, College Park, MD 20742, USA. School of Electrical Engineering and Computer Science, University of Ottawa, 800 King Edward Avenue, Ottawa, Ontario K1N 6N5, Canada
| | - Benjamin Noel
- Commissariat à l'Energie Atomique, Genoscope, Institut de Génomique, BP5706, 91057 Evry, France
| | - Alberto Pallavicini
- Department of Life Sciences, University of Trieste, Via Licio Giorgieri 5, 34127 Trieste, Italy
| | | | - Valérie Poncet
- IRD, UMR Diversité Adaptation et Développement des Plantes (CIRAD, IRD, UM2), BP 64501, 34394 Montpellier Cedex 5, France
| | - David Pot
- CIRAD, UMR Amélioration Génétique et Adaptation des Plantes Méditerranéennes et Tropicales (AGAP), F-34398 Montpellier, France
| | - Priyono
- Indonesian Coffee and Cocoa Institute, Jember, East Java, Indonesia
| | - Michel Rigoreau
- Nestlé Research and Development Centre, 101 Avenue Gustave Eiffel, Notre-Dame-d'Oé, BP 49716, 37097 Tours Cedex 2, France
| | - Mathieu Rouard
- Bioversity International, Parc Scientifique Agropolis II, 34397 Montpellier Cedex 5, France
| | - Julio Rozas
- Departament de Genètica and Institut de Recerca de la Biodiversitat (IRBio), Universitat de Barcelona, Diagonal 643, Barcelona 08028, Spain
| | - Christine Tranchant-Dubreuil
- IRD, UMR Diversité Adaptation et Développement des Plantes (CIRAD, IRD, UM2), BP 64501, 34394 Montpellier Cedex 5, France
| | - Robert VanBuren
- Department of Plant Biology, 148 Edward R. Madigan Laboratory, MC-051, 1201 West Gregory Drive, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Qiong Zhang
- Department of Plant Biology, 148 Edward R. Madigan Laboratory, MC-051, 1201 West Gregory Drive, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Alan C Andrade
- Laboratório de Genética Molecular, Núcleo de Biotecnologia (NTBio), Embrapa Recursos Genéticos e Biotecnologia, Final Av. W/5 Norte, Parque Estação Biológia, Brasília-DF 70770-917, Brazil
| | - Xavier Argout
- CIRAD, UMR Amélioration Génétique et Adaptation des Plantes Méditerranéennes et Tropicales (AGAP), F-34398 Montpellier, France
| | - Benoît Bertrand
- CIRAD, UMR RPB (CIRAD, IRD, UM2), BP 64501, 34394 Montpellier Cedex 5, France
| | - Alexandre de Kochko
- IRD, UMR Diversité Adaptation et Développement des Plantes (CIRAD, IRD, UM2), BP 64501, 34394 Montpellier Cedex 5, France
| | - Giorgio Graziosi
- Department of Life Sciences, University of Trieste, Via Licio Giorgieri 5, 34127 Trieste, Italy. DNA Analytica Srl, Via Licio Giorgieri 5, 34127 Trieste, Italy
| | - Robert J Henry
- Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, St. Lucia 4072, Australia
| | - Jayarama
- Central Coffee Research Institute, Coffee Board, Coffee Research Station (Post) - 577 117 Chikmagalur District, Karnataka State, India
| | - Ray Ming
- Department of Plant Biology, 148 Edward R. Madigan Laboratory, MC-051, 1201 West Gregory Drive, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Chifumi Nagai
- Hawaii Agriculture Research Center, Post Office Box 100, Kunia, HI 96759-0100, USA
| | - Steve Rounsley
- BIO5 Institute, University of Arizona, 1657 Helen Street, Tucson, AZ 85721, USA
| | - David Sankoff
- Department of Mathematics and Statistics, University of Ottawa, 585 King Edward Avenue, Ottawa, Ontario K1N 6N5, Canada
| | - Giovanni Giuliano
- Italian National Agency for New Technologies, Energy and Sustainable Development (ENEA) Casaccia Research Center, Via Anguillarese 301, 00123 Roma, Italy
| | - Victor A Albert
- Department of Biological Sciences, 109 Cooke Hall, University at Buffalo (State University of New York), Buffalo, NY 14260, USA.
| | - Patrick Wincker
- Commissariat à l'Energie Atomique, Genoscope, Institut de Génomique, BP5706, 91057 Evry, France. CNRS, UMR 8030, CP5706, Evry, France. Université d'Evry, UMR 8030, CP5706, Evry, France.
| | - Philippe Lashermes
- Institut de Recherche pour le Développement (IRD), UMR Résistance des Plantes aux Bioagresseurs (RPB) [Centre de Coopération Internationale en Recherche Agronomique pour le Développement (CIRAD), IRD, UM2)], BP 64501, 34394 Montpellier Cedex 5, France.
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8
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Razafinarivo NJ, Guyot R, Davis AP, Couturon E, Hamon S, Crouzillat D, Rigoreau M, Dubreuil-Tranchant C, Poncet V, De Kochko A, Rakotomalala JJ, Hamon P. Genetic structure and diversity of coffee (Coffea) across Africa and the Indian Ocean islands revealed using microsatellites. Ann Bot 2013; 111:229-48. [PMID: 23275631 PMCID: PMC3555535 DOI: 10.1093/aob/mcs283] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
BACKGROUND AND AIMS The coffee genus (Coffea) comprises 124 species, and is indigenous to the Old World Tropics. Due to its immense economic importance, Coffea has been the focus of numerous genetic diversity studies, but despite this effort it remains insufficiently studied. In this study the genetic diversity and genetic structure of Coffea across Africa and the Indian Ocean islands is investigated. METHODS Genetic data were produced using 13 polymorphic nuclear microsatellite markers (simple sequence repeats, SSRs), including seven expressed sequence tag-SSRs, and the data were analysed using model- and non-model-based methods. The study includes a total of 728 individuals from 60 species. KEY RESULTS Across Africa and the Indian Ocean islands Coffea comprises a closely related group of species with an overall pattern of genotypes running from west to east. Genetic structure was identified in accordance with pre-determined geographical regions and phylogenetic groups. There is a good relationship between morpho-taxonomic species delimitations and genetic units. Genetic diversity in African and Indian Ocean Coffea is high in terms of number of alleles detected, and Madagascar appears to represent a place of significant diversification in terms of allelic richness and species diversity. CONCLUSIONS Cross-species SSR transferability in African and Indian Ocean islands Coffea was very efficient. On the basis of the number of private alleles, diversification in East Africa and the Indian Ocean islands appears to be more recent than in West and West-Central Africa, although this general trend is complicated in Africa by the position of species belonging to lineages connecting the main geographical regions. The general pattern of phylogeography is not in agreement with an overall east to west (Mascarene, Madagascar, East Africa, West Africa) increase in genome size, the high proportion of shared alleles between the four regions or the high numbers of exclusive shared alleles between pairs or triplets of regions.
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9
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Lepelley M, Mahesh V, McCarthy J, Rigoreau M, Crouzillat D, Chabrillange N, de Kochko A, Campa C. Characterization, high-resolution mapping and differential expression of three homologous PAL genes in Coffea canephora Pierre (Rubiaceae). Planta 2012; 236:313-26. [PMID: 22349733 PMCID: PMC3382651 DOI: 10.1007/s00425-012-1613-2] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [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: 11/14/2011] [Accepted: 02/08/2012] [Indexed: 05/20/2023]
Abstract
Phenylalanine ammonia lyase (PAL) is the first entry enzyme of the phenylpropanoid pathway producing phenolics, widespread constituents of plant foods and beverages, including chlorogenic acids, polyphenols found at remarkably high levels in the coffee bean and long recognized as powerful antioxidants. To date, whereas PAL is generally encoded by a small gene family, only one gene has been characterized in Coffea canephora (CcPAL1), an economically important species of cultivated coffee. In this study, a molecular- and bioinformatic-based search for CcPAL1 paralogues resulted successfully in identifying two additional genes, CcPAL2 and CcPAL3, presenting similar genomic structures and encoding proteins with close sequences. Genetic mapping helped position each gene in three different coffee linkage groups, CcPAL2 in particular, located in a coffee genome linkage group (F) which is syntenic to a region of Tomato Chromosome 9 containing a PAL gene. These results, combined with a phylogenetic study, strongly suggest that CcPAL2 may be the ancestral gene of C. canephora. A quantitative gene expression analysis was also conducted in coffee tissues, showing that all genes are transcriptionally active, but they present distinct expression levels and patterns. We discovered that CcPAL2 transcripts appeared predominantly in flower, fruit pericarp and vegetative/lignifying tissues like roots and branches, whereas CcPAL1 and CcPAL3 were highly expressed in immature fruit. This is the first comprehensive study dedicated to PAL gene family characterization in coffee, allowing us to advance functional studies which are indispensable to learning to decipher what role this family plays in channeling the metabolism of coffee phenylpropanoids.
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Affiliation(s)
- Maud Lepelley
- Nestlé R&D Center, 101 Av. Gustave Eiffel, Notre Dame D'Oé, BP 49716, 37097, Tours, France.
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10
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Guyot R, Lefebvre-Pautigny F, Tranchant-Dubreuil C, Rigoreau M, Hamon P, Leroy T, Hamon S, Poncet V, Crouzillat D, de Kochko A. Ancestral synteny shared between distantly-related plant species from the asterid (Coffea canephora and Solanum Sp.) and rosid (Vitis vinifera) clades. BMC Genomics 2012; 13:103. [PMID: 22433423 PMCID: PMC3372433 DOI: 10.1186/1471-2164-13-103] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [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: 10/27/2011] [Accepted: 03/20/2012] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Coffee trees (Rubiaceae) and tomato (Solanaceae) belong to the Asterid clade, while grapevine (Vitaceae) belongs to the Rosid clade. Coffee and tomato separated from grapevine 125 million years ago, while coffee and tomato diverged 83-89 million years ago. These long periods of divergent evolution should have permitted the genomes to reorganize significantly. So far, very few comparative mappings have been performed between very distantly related species belonging to different clades. We report the first multiple comparison between species from Asterid and Rosid clades, to examine both macro-and microsynteny relationships. RESULTS Thanks to a set of 867 COSII markers, macrosynteny was detected between coffee, tomato and grapevine. While coffee and tomato genomes share 318 orthologous markers and 27 conserved syntenic segments (CSSs), coffee and grapevine also share a similar number of syntenic markers and CSSs: 299 and 29 respectively. Despite large genome macrostructure reorganization, several large chromosome segments showed outstanding macrosynteny shedding new insights into chromosome evolution between Asterids and Rosids. We also analyzed a sequence of 174 kb containing the ovate gene, conserved in a syntenic block between coffee, tomato and grapevine that showed a high-level of microstructure conservation. A higher level of conservation was observed between coffee and grapevine, both woody and long life-cycle plants, than between coffee and tomato. Out of 16 coffee genes of this syntenic segment, 7 and 14 showed complete synteny between coffee and tomato or grapevine, respectively. CONCLUSIONS These results show that significant conservation is found between distantly related species from the Asterid (Coffea canephora and Solanum sp.) and Rosid (Vitis vinifera) clades, at the genome macrostructure and microstructure levels. At the ovate locus, conservation did not decline in relation to increasing phylogenetic distance, suggesting that the time factor alone does not explain divergences. Our results are considerably useful for syntenic studies between supposedly remote species for the isolation of important genes for agronomy.
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Affiliation(s)
- Romain Guyot
- UMR DIADE, Evolution et Dynamique des Génomes, Institut de Recherche pour le Développement (IRD), BP 64501, 34394 Montpellier Cedex 5, France
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11
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Florin B, Rigoreau M, Ducos JP, Sumirat U, Mawardi S, Lambot C, Broun P, Pétiard V, Wahyudi T, Crouzillat D. Somatic embryogenesis and vegetative cutting capacity are under distinct genetic control in Coffea canephora Pierre. Plant Cell Rep 2010; 29:343-57. [PMID: 20145933 PMCID: PMC2839466 DOI: 10.1007/s00299-010-0825-9] [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] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2009] [Revised: 01/26/2010] [Accepted: 01/26/2010] [Indexed: 05/11/2023]
Abstract
The purpose of the study was to evaluate the possible genetic effect on vegetative propagation of Coffea canephora. Diversity for somatic embryogenesis (SE) ability was observed not only among two groups of C. canephora Pierre (Congolese and Guinean), but also within these different genetic groups. The results therefore showed that, under given experimental conditions, SE ability is depending on genotype. Furthermore the detection of quantitative trait loci (QTLs) controlling the SE and cutting abilities of C. canephora was performed on a large number of clones including accessions from a core collection, three parental clones and their segregating progenies. On the one hand we detected eight QTLs determining SE. Six positive QTLs for SE ability, whatever the criteria used to quantify this ability, were localized on one single chromosome region of the consensus genetic map. Two negative QTLs for SE ability (frequency of micro calli without somatic embryo) were detected on another linkage group. Deep analysis of the six QTLs detected for SE ability came to the conclusion that they can be assimilated to one single QTL explaining 8.6-12.2% of the observed variation. On the other hand, two QTLs for average length of roots and length of the longest sprouts of cuttings were detected in two linkage groups. These QTLs detected for cutting ability are explaining 12-27% of the observed variation. These observations led to conclude that SE and cutting abilities of C. canephora Pierre appeared to be genetic dependent but through independent mechanisms.
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Affiliation(s)
- Bruno Florin
- Nestle R&D Centre, 101 Avenue Gustave Eiffel, 37097 Tours Cedex 2, France
| | - Michel Rigoreau
- Nestle R&D Centre, 101 Avenue Gustave Eiffel, 37097 Tours Cedex 2, France
| | - Jean-Paul Ducos
- Nestle R&D Centre, 101 Avenue Gustave Eiffel, 37097 Tours Cedex 2, France
| | - Ucu Sumirat
- Indonesian Coffee and Cocoa Research Institute, Jl. PB. Sudirman 90, Jember, 68118 Indonesia
| | - Surip Mawardi
- Indonesian Coffee and Cocoa Research Institute, Jl. PB. Sudirman 90, Jember, 68118 Indonesia
| | - Charles Lambot
- Nestle R&D Centre, 101 Avenue Gustave Eiffel, 37097 Tours Cedex 2, France
| | - Pierre Broun
- Nestle R&D Centre, 101 Avenue Gustave Eiffel, 37097 Tours Cedex 2, France
| | - Vincent Pétiard
- Nestle R&D Centre, 101 Avenue Gustave Eiffel, 37097 Tours Cedex 2, France
| | - Teguh Wahyudi
- Indonesian Coffee and Cocoa Research Institute, Jl. PB. Sudirman 90, Jember, 68118 Indonesia
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