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Beckers A, Mamiya A, Furutani M, Bennett MJ, Fukaki H, Sawa S, Gantet P, Laplaze L, Guyomarc'h S. Multiple layers of regulators emerge in the network controlling lateral root organogenesis. TRENDS IN PLANT SCIENCE 2024:S1360-1385(24)00268-1. [PMID: 39455398 DOI: 10.1016/j.tplants.2024.09.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 09/11/2024] [Accepted: 09/26/2024] [Indexed: 10/28/2024]
Abstract
Lateral root (LR) formation is a postembryonic organogenesis process that is crucial for plant root system development and adaptation to heterogenous soil environments. Since the early 1990s, a wealth of experimental data on arabidopsis (Arabidopsis thaliana) has helped reveal the LR formation regulatory network, in which dynamic auxin distribution and transcriptional cascades direct root cells through their organogenesis pathway. Some parts of this network appear conserved across diverse plant species or distinct developmental contexts. Recently, our knowledge of this process dramatically expanded thanks to technical advances, from single cell profiling to whole-root system phenotyping. Interestingly, new players are now emerging in this network, such as fatty acids and reactive oxygen species (ROS), transforming our knowledge of this hidden half of plant biology.
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Affiliation(s)
- Antoine Beckers
- DIADE, Université de Montpellier, Institut de Recherche pour le Développement, Centre de Coopération Internationale en Recherche Agronomique pour le Développement, Montpellier, France
| | - Akihito Mamiya
- Department of Biology, Graduate School of Science, Kobe University, Kobe, Japan
| | - Masahiko Furutani
- Department of Earth System Science, Faculty of Science, Fukuoka University, Fukuoka, Japan; Institute of Industrial Nanomaterial (IINA), Kumamoto University, Kumamoto, Japan; International Research Organization for Advanced Science and Technology (IROAST), Kumamoto University, Kumamoto, Japan
| | - Malcolm J Bennett
- School of Biosciences, University of Nottingham, Sutton Bonington, UK
| | - Hidehiro Fukaki
- Department of Biology, Graduate School of Science, Kobe University, Kobe, Japan
| | - Shinichiro Sawa
- Institute of Industrial Nanomaterial (IINA), Kumamoto University, Kumamoto, Japan; International Research Organization for Advanced Science and Technology (IROAST), Kumamoto University, Kumamoto, Japan; International Research Center for Agricultural and Environmental Biology (IRCAEB), Kumamoto University, Kumamoto, Japan; Graduate School of Science and Technology, Kumamoto University, Kumamoto, Japan
| | - Pascal Gantet
- DIADE, Université de Montpellier, Institut de Recherche pour le Développement, Centre de Coopération Internationale en Recherche Agronomique pour le Développement, Montpellier, France
| | - Laurent Laplaze
- DIADE, Université de Montpellier, Institut de Recherche pour le Développement, Centre de Coopération Internationale en Recherche Agronomique pour le Développement, Montpellier, France
| | - Soazig Guyomarc'h
- DIADE, Université de Montpellier, Institut de Recherche pour le Développement, Centre de Coopération Internationale en Recherche Agronomique pour le Développement, Montpellier, France.
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2
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Hetherington AJ. The role of fossils for reconstructing the evolution of plant development. Development 2024; 151:dev204322. [PMID: 39417682 PMCID: PMC11529274 DOI: 10.1242/dev.204322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
Many of the developmental innovations that underpin the diversity of plant form alive today, such as those facilitating apical growth, branching, leaves, roots, wood and seeds, all evolved over 360 million years ago. Fossils, as our only direct record of plant form in the past, are thus essential for interpreting the origin and evolution of these innovations. The focus of this Spotlight is to showcase the rich plant fossil record open for developmental interpretation and to cement the role that fossils play at a time when increases in genome sequencing and new model species make tackling major questions in the area of plant evolution and development tractable for the first time.
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Affiliation(s)
- Alexander J. Hetherington
- Institute of Molecular Plant Sciences, School of Biological Sciences, University of Edinburgh, Max Born Crescent, Edinburgh, EH9 3BF, UK
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3
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Carton C, Safran J, Lemaire A, Domon JM, Poelmans W, Beeckman T, Ramos-Martín F, Antonietti V, Sonnet P, Sahraoui ALH, Lefebvre V, Pelloux J, Pau-Roblot C. Structural and biochemical characterization of SmoPG1, an exo-polygalacturonase from Selaginella moellendorffii. Int J Biol Macromol 2024; 269:131918. [PMID: 38697418 DOI: 10.1016/j.ijbiomac.2024.131918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 03/22/2024] [Accepted: 04/25/2024] [Indexed: 05/05/2024]
Abstract
Polygalacturonases (PGs) can modulate chemistry and mechanical properties of the plant cell wall through the degradation of pectins, one of its major constituents. PGs are largely used in food, beverage, textile, and paper industries to increase processes' performances. To improve the use of PGs, knowledge of their biochemical, structural and functional features is of prime importance. Our study aims at characterizing SmoPG1, a polygalacturonase from Selaginella moellendorffii, that belongs to the lycophytes. Transcription data showed that SmoPG1 was mainly expressed in S. moellendorffii shoots while phylogenetic analyses suggested that SmoPG1 is an exo-PG, which was confirmed by the biochemical characterization following its expression in heterologous system. Indeed, LC-MS/MS oligoprofiling using various pectic substrates identified galacturonic acid (GalA) as the main hydrolysis product. We found that SmoPG1 was most active on polygalacturonic acid (PGA) at pH 5, and that its activity could be modulated by different cations (Ca2+, Cu2+, Fe2+, Mg2+, Mn2+, Na2+, Zn2+). In addition, SmoPG1 was inhibited by green tea catechins, including (-)-epigallocatechin-3-gallate (EGCG). Docking analyses and MD simulations showed in detail amino acids responsible for the SmoPG1-EGCG interaction. Considering its expression yield and activity, SmoPG1 appears as a prime candidate for the industrial production of GalA.
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Affiliation(s)
- Camille Carton
- UMRT INRAE 1158 BioEcoAgro - Biologie des Plantes et Innovation, Université de Picardie Jules Verne, UFR des Sciences, 33 Rue St Leu, 80039 Amiens, France
| | - Josip Safran
- UMRT INRAE 1158 BioEcoAgro - Biologie des Plantes et Innovation, Université de Picardie Jules Verne, UFR des Sciences, 33 Rue St Leu, 80039 Amiens, France
| | - Adrien Lemaire
- UMRT INRAE 1158 BioEcoAgro - Biologie des Plantes et Innovation, Université de Picardie Jules Verne, UFR des Sciences, 33 Rue St Leu, 80039 Amiens, France
| | - Jean-Marc Domon
- UMRT INRAE 1158 BioEcoAgro - Biologie des Plantes et Innovation, Université de Picardie Jules Verne, UFR des Sciences, 33 Rue St Leu, 80039 Amiens, France
| | - Ward Poelmans
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent 9052, Belgium; Center for Plant Systems Biology, VIB-UGent, Ghent 9052, Belgium
| | - Tom Beeckman
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent 9052, Belgium; Center for Plant Systems Biology, VIB-UGent, Ghent 9052, Belgium
| | - Francisco Ramos-Martín
- Unité de Génie Enzymatique et Cellulaire UMR 7025 CNRS, Université de Picardie Jules Verne, F-80039 Amiens, France
| | - Viviane Antonietti
- Agents Infectieux, Resistance Et Chimiothérapie (AGIR), EA4294, Université de Picardie Jules Verne, UFR de Pharmacie, 1, rue des Louvels, 80037 Amiens, France
| | - Pascal Sonnet
- Agents Infectieux, Resistance Et Chimiothérapie (AGIR), EA4294, Université de Picardie Jules Verne, UFR de Pharmacie, 1, rue des Louvels, 80037 Amiens, France
| | - Anissa Lounès-Hadj Sahraoui
- Unité de Chimie Environnementale et Interactions sur le Vivant (UCEIV), Université du Littoral Côte d'Opale, 50, Rue Ferdinand Buisson, 62228 Calais Cedex, France
| | - Valérie Lefebvre
- UMRT INRAE 1158 BioEcoAgro - Biologie des Plantes et Innovation, Université de Picardie Jules Verne, UFR des Sciences, 33 Rue St Leu, 80039 Amiens, France
| | - Jérôme Pelloux
- UMRT INRAE 1158 BioEcoAgro - Biologie des Plantes et Innovation, Université de Picardie Jules Verne, UFR des Sciences, 33 Rue St Leu, 80039 Amiens, France
| | - Corinne Pau-Roblot
- UMRT INRAE 1158 BioEcoAgro - Biologie des Plantes et Innovation, Université de Picardie Jules Verne, UFR des Sciences, 33 Rue St Leu, 80039 Amiens, France.
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4
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Chen M, Dai Y, Liao J, Wu H, Lv Q, Huang Y, Liu L, Feng Y, Lv H, Zhou B, Peng D. TARGET OF MONOPTEROS: key transcription factors orchestrating plant development and environmental response. JOURNAL OF EXPERIMENTAL BOTANY 2024; 75:2214-2234. [PMID: 38195092 DOI: 10.1093/jxb/erae005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 01/04/2024] [Indexed: 01/11/2024]
Abstract
Plants have an incredible ability to sustain root and vascular growth after initiation of the embryonic root and the specification of vascular tissue in early embryos. Microarray assays have revealed that a group of transcription factors, TARGET OF MONOPTEROS (TMO), are important for embryonic root initiation in Arabidopsis. Despite the discovery of their auxin responsiveness early on, their function and mode of action remained unknown for many years. The advent of genome editing has accelerated the study of TMO transcription factors, revealing novel functions for biological processes such as vascular development, root system architecture, and response to environmental cues. This review covers recent achievements in understanding the developmental function and the genetic mode of action of TMO transcription factors in Arabidopsis and other plant species. We highlight the transcriptional and post-transcriptional regulation of TMO transcription factors in relation to their function, mainly in Arabidopsis. Finally, we provide suggestions for further research and potential applications in plant genetic engineering.
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Affiliation(s)
- Min Chen
- Faculty of Life Science and Biotechnology of Central South University of Forestry and Technology, 410004, Changsha, Hunan, China
| | - Yani Dai
- Faculty of Life Science and Biotechnology of Central South University of Forestry and Technology, 410004, Changsha, Hunan, China
| | - Jiamin Liao
- Faculty of Life Science and Biotechnology of Central South University of Forestry and Technology, 410004, Changsha, Hunan, China
| | - Huan Wu
- Faculty of Life Science and Biotechnology of Central South University of Forestry and Technology, 410004, Changsha, Hunan, China
| | - Qiang Lv
- Faculty of Life Science and Biotechnology of Central South University of Forestry and Technology, 410004, Changsha, Hunan, China
| | - Yu Huang
- Faculty of Life Science and Biotechnology of Central South University of Forestry and Technology, 410004, Changsha, Hunan, China
| | - Lichang Liu
- Faculty of Life Science and Biotechnology of Central South University of Forestry and Technology, 410004, Changsha, Hunan, China
| | - Yu Feng
- Faculty of Life Science and Biotechnology of Central South University of Forestry and Technology, 410004, Changsha, Hunan, China
| | - Hongxuan Lv
- Faculty of Life Science and Biotechnology of Central South University of Forestry and Technology, 410004, Changsha, Hunan, China
| | - Bo Zhou
- Faculty of Life Science and Biotechnology of Central South University of Forestry and Technology, 410004, Changsha, Hunan, China
- Huitong National Field Station for Scientific Observation and Research of Chinese Fir Plantation Ecosystem in Hunan Province, 438107, Huaihua, Hunan, China
- National Engineering Laboratory of Applied Technology for Forestry and Ecology in Southern China, 410004, Changsha, Hunan, China
- Forestry Biotechnology Hunan Key Laboratories, Hunan, China
- Key Laboratory of Cultivation and Protection for Non-Wood Forest Trees, Ministry of Education, Central South University of Forestry and Technology, 410004, Changsha, Hunan, China
- Yuelushan Laboratory Carbon Sinks Forests Variety Innovation Center, 410004, Changsha, Hunan, China
| | - Dan Peng
- Faculty of Life Science and Biotechnology of Central South University of Forestry and Technology, 410004, Changsha, Hunan, China
- Huitong National Field Station for Scientific Observation and Research of Chinese Fir Plantation Ecosystem in Hunan Province, 438107, Huaihua, Hunan, China
- Forestry Biotechnology Hunan Key Laboratories, Hunan, China
- Yuelushan Laboratory Carbon Sinks Forests Variety Innovation Center, 410004, Changsha, Hunan, China
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Liu W, Cai G, Zhai N, Wang H, Tang T, Zhang Y, Zhang Z, Sun L, Zhang Y, Beeckman T, Xu L. Genome and transcriptome of Selaginella kraussiana reveal evolution of root apical meristems in vascular plants. Curr Biol 2023; 33:4085-4097.e5. [PMID: 37716350 DOI: 10.1016/j.cub.2023.08.061] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 06/30/2023] [Accepted: 08/22/2023] [Indexed: 09/18/2023]
Abstract
The evolution of roots allowed vascular plants to adapt to land environments. Fossil evidence indicates that roots evolved independently in euphyllophytes (ferns and seed plants) and lycophytes, the two lineages of extant vascular plants. Based on a high-quality genome assembly, mRNA sequencing (mRNA-seq) data, and single-cell RNA-seq data for the lycophyte Selaginella kraussiana, we show that the two root origin events in lycophytes and euphyllophytes adopted partially similar molecular modules in the regulation of root apical meristem (RAM) development. In S. kraussiana, the RAM initiates from the rhizophore primordium guided by auxin and duplicates itself by dichotomous branching. The auxin signaling pathway directly upregulates euAINTEGUMENTAb (SkeuANTb), and then SkeuANTb directly promotes the expression of SkeuANTa and the WUSCHEL-RELATED HOMEOBOX13b (SkWOX13b) for RAM maintenance, partially similar to the molecular pathway involving the euANT-branch PLETHORA (AtPLT) genes and AtWOX5 in root initiation in the seed plant Arabidopsis thaliana. Other molecular modules, e.g., SHORT-ROOT and SCARECROW, also have partially similar expression patterns in the RAMs of S. kraussiana and A. thaliana. Overall, our study not only provides genome and transcriptome tools of S. kraussiana but also indicates the employment of some common molecular modules in RAMs during root origins in lycophytes and euphyllophytes.
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Affiliation(s)
- Wu Liu
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
| | - Gui Cai
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China; University of Chinese Academy of Sciences, 19A Yuquan Road, Beijing 100049, China
| | - Ning Zhai
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
| | - Hua Wang
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China
| | - Tengfei Tang
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China; University of Chinese Academy of Sciences, 19A Yuquan Road, Beijing 100049, China
| | - Yuyun Zhang
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China; University of Chinese Academy of Sciences, 19A Yuquan Road, Beijing 100049, China
| | - Zhiyao Zhang
- School of Life Sciences, Nantong University, Nantong 226019, China
| | - Lijun Sun
- School of Life Sciences, Nantong University, Nantong 226019, China
| | - Yijing Zhang
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China; State Key Laboratory of Genetic Engineering, Collaborative Innovation Center of Genetics and Development, Department of Biochemistry, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai 200438, China
| | - Tom Beeckman
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Technologiepark 71, 9052 Ghent, Belgium; VIB Center for Plant Systems Biology, Technologiepark 71, 9052 Ghent, Belgium
| | - Lin Xu
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai 200032, China.
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6
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Yang X, Poelmans W, Grones C, Lakehal A, Pevernagie J, Van Bel M, Njo M, Xu L, Nelissen H, De Rybel B, Motte H, Beeckman T. Spatial transcriptomics of a lycophyte root sheds light on root evolution. Curr Biol 2023; 33:4069-4084.e8. [PMID: 37683643 DOI: 10.1016/j.cub.2023.08.030] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 06/15/2023] [Accepted: 08/09/2023] [Indexed: 09/10/2023]
Abstract
Plant roots originated independently in lycophytes and euphyllophytes, whereas early vascular plants were rootless. The organization of the root apical meristem in euphyllophytes is well documented, especially in the model plant Arabidopsis. However, little is known about lycophyte roots and their molecular innovations during evolution. In this study, spatial transcriptomics was used to detect 97 root-related genes in the roots of the lycophyte Selaginella moellendorffii. A high number of genes showed expression patterns similar to what has been reported for seed plants, supporting the idea of a highly convergent evolution of mechanisms to control root development. Interaction and complementation data of SHORTROOT (SHR) and SCARECROW (SCR) homologs, furthermore, support a comparable regulation of the ground tissue (GT) between euphyllophytes and lycophytes. Root cap formation, in contrast, appears to be differently regulated. Several experiments indicated an important role of the WUSCHEL-RELATED HOMEOBOX13 gene SmWOX13a in Selaginella root cap formation. In contrast to multiple Arabidopsis WOX paralogs, SmWOX13a is able to induce root cap cells in Arabidopsis and has functionally conserved homologs in the fern Ceratopteris richardii. Lycophytes and a part of the euphyllophytes, therefore, may share a common mechanism regulating root cap formation, which was diversified or lost during seed plant evolution. In summary, we here provide a new spatial data resource for the Selaginella root, which in general advocates for conserved mechanisms to regulate root development but shows a clear divergence in the control of root cap formation, with a novel putative role of WOX genes in root cap formation in non-seed plants.
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Affiliation(s)
- Xilan Yang
- Ghent University, Department of Plant Biotechnology and Bioinformatics, 9052 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
| | - Ward Poelmans
- Ghent University, Department of Plant Biotechnology and Bioinformatics, 9052 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
| | - Carolin Grones
- Ghent University, Department of Plant Biotechnology and Bioinformatics, 9052 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
| | - Abdellah Lakehal
- Ghent University, Department of Plant Biotechnology and Bioinformatics, 9052 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
| | - Julie Pevernagie
- Ghent University, Department of Plant Biotechnology and Bioinformatics, 9052 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
| | - Michiel Van Bel
- Ghent University, Department of Plant Biotechnology and Bioinformatics, 9052 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
| | - Maria Njo
- Ghent University, Department of Plant Biotechnology and Bioinformatics, 9052 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
| | - Lin Xu
- CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, Shanghai 200032, China
| | - Hilde Nelissen
- Ghent University, Department of Plant Biotechnology and Bioinformatics, 9052 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
| | - Bert De Rybel
- Ghent University, Department of Plant Biotechnology and Bioinformatics, 9052 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
| | - Hans Motte
- Ghent University, Department of Plant Biotechnology and Bioinformatics, 9052 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium.
| | - Tom Beeckman
- Ghent University, Department of Plant Biotechnology and Bioinformatics, 9052 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium.
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7
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Liang Y, Heyman J, Lu R, De Veylder L. Evolution of wound-activated regeneration pathways in the plant kingdom. Eur J Cell Biol 2023; 102:151291. [PMID: 36709604 DOI: 10.1016/j.ejcb.2023.151291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 01/19/2023] [Accepted: 01/23/2023] [Indexed: 01/26/2023] Open
Abstract
Regeneration serves as a self-protective mechanism that allows a tissue or organ to recover its entire form and function after suffering damage. However, the regenerative capacity varies greatly within the plant kingdom. Primitive plants frequently display an amazing regenerative ability as they have developed a complex system and strategy for long-term survival under extreme stress conditions. The regenerative ability of dicot species is highly variable, but that of monocots often exhibits extreme recalcitrance to tissue replenishment. Recent studies have revealed key factors and signals that affect cell fate during plant regeneration, some of which are conserved among the plant lineage. Among these, several members of the ETHYLENE RESPONSE FACTOR (ERF) transcription factors have been implicated in wound signaling, playing crucial roles in the regenerative mechanisms after different types of wounding. An understanding of plant regeneration may ultimately lead to an increased regenerative potential of recalcitrant species, producing more high-yielding, multi-resistant and environmentally friendly crops and ensuring the long-term development of global agriculture.
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Affiliation(s)
- Yuanke Liang
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent B-9052, Belgium; VIB Center for Plant Systems Biology, Ghent B-9052, Belgium
| | - Jefri Heyman
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent B-9052, Belgium; VIB Center for Plant Systems Biology, Ghent B-9052, Belgium
| | - Ran Lu
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent B-9052, Belgium; VIB Center for Plant Systems Biology, Ghent B-9052, Belgium
| | - Lieven De Veylder
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent B-9052, Belgium; VIB Center for Plant Systems Biology, Ghent B-9052, Belgium.
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