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Fuertes-Aguilar J, Matilla AJ. Transcriptional Control of Seed Life: New Insights into the Role of the NAC Family. Int J Mol Sci 2024; 25:5369. [PMID: 38791407 PMCID: PMC11121595 DOI: 10.3390/ijms25105369] [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: 03/29/2024] [Revised: 05/07/2024] [Accepted: 05/10/2024] [Indexed: 05/26/2024] Open
Abstract
Transcription factors (TFs) regulate gene expression by binding to specific sequences on DNA through their DNA-binding domain (DBD), a universal process. This update conveys information about the diverse roles of TFs, focusing on the NACs (NAM-ATAF-CUC), in regulating target-gene expression and influencing various aspects of plant biology. NAC TFs appeared before the emergence of land plants. The NAC family constitutes a diverse group of plant-specific TFs found in mosses, conifers, monocots, and eudicots. This update discusses the evolutionary origins of plant NAC genes/proteins from green algae to their crucial roles in plant development and stress response across various plant species. From mosses and lycophytes to various angiosperms, the number of NAC proteins increases significantly, suggesting a gradual evolution from basal streptophytic green algae. NAC TFs play a critical role in enhancing abiotic stress tolerance, with their function conserved in angiosperms. Furthermore, the modular organization of NACs, their dimeric function, and their localization within cellular compartments contribute to their functional versatility and complexity. While most NAC TFs are nuclear-localized and active, a subset is found in other cellular compartments, indicating inactive forms until specific cues trigger their translocation to the nucleus. Additionally, it highlights their involvement in endoplasmic reticulum (ER) stress-induced programmed cell death (PCD) by activating the vacuolar processing enzyme (VPE) gene. Moreover, this update provides a comprehensive overview of the diverse roles of NAC TFs in plants, including their participation in ER stress responses, leaf senescence (LS), and growth and development. Notably, NACs exhibit correlations with various phytohormones (i.e., ABA, GAs, CK, IAA, JA, and SA), and several NAC genes are inducible by them, influencing a broad spectrum of biological processes. The study of the spatiotemporal expression patterns provides insights into when and where specific NAC genes are active, shedding light on their metabolic contributions. Likewise, this review emphasizes the significance of NAC TFs in transcriptional modules, seed reserve accumulation, and regulation of seed dormancy and germination. Overall, it effectively communicates the intricate and essential functions of NAC TFs in plant biology. Finally, from an evolutionary standpoint, a phylogenetic analysis suggests that it is highly probable that the WRKY family is evolutionarily older than the NAC family.
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Affiliation(s)
| | - Angel J. Matilla
- Departamento de Biología Funcional, Universidad de Santiago de Compostela, 14971 Santiago de Compostela, Spain
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2
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Lu YT, Loue-Manifel J, Bollier N, Gadient P, De Winter F, Carella P, Hoguin A, Grey-Switzman S, Marnas H, Simon F, Copin A, Fischer S, de Leau E, Schornack S, Nishihama R, Kohchi T, Depège Fargeix N, Ingram G, Nowack MK, Goodrich J. Convergent evolution of water-conducting cells in Marchantia recruited the ZHOUPI gene promoting cell wall reinforcement and programmed cell death. Curr Biol 2024; 34:793-807.e7. [PMID: 38295796 DOI: 10.1016/j.cub.2024.01.014] [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: 08/30/2023] [Revised: 12/04/2023] [Accepted: 01/08/2024] [Indexed: 02/29/2024]
Abstract
A key adaptation of plants to life on land is the formation of water-conducting cells (WCCs) for efficient long-distance water transport. Based on morphological analyses it is thought that WCCs have evolved independently on multiple occasions. For example, WCCs have been lost in all but a few lineages of bryophytes but, strikingly, within the liverworts a derived group, the complex thalloids, has evolved a novel externalized water-conducting tissue composed of reinforced, hollow cells termed pegged rhizoids. Here, we show that pegged rhizoid differentiation in Marchantia polymorpha is controlled by orthologs of the ZHOUPI and ICE bHLH transcription factors required for endosperm cell death in Arabidopsis seeds. By contrast, pegged rhizoid development was not affected by disruption of MpNAC5, the Marchantia ortholog of the VND genes that control WCC formation in flowering plants. We characterize the rapid, genetically controlled programmed cell death process that pegged rhizoids undergo to terminate cellular differentiation and identify a corresponding upregulation of conserved putative plant cell death effector genes. Lastly, we show that ectopic expression of MpZOU1 increases production of pegged rhizoids and enhances drought tolerance. Our results support that pegged rhizoids evolved independently of other WCCs. We suggest that elements of the genetic control of developmental cell death are conserved throughout land plants and that the ZHOUPI/ICE regulatory module has been independently recruited to promote cell wall modification and programmed cell death in liverwort rhizoids and in the endosperm of flowering plant seed.
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Affiliation(s)
- Yen-Ting Lu
- Institute of Molecular Plant Science, University of Edinburgh, Max Born Crescent, Edinburgh EH9 3BF, UK
| | - Jeanne Loue-Manifel
- Institute of Molecular Plant Science, University of Edinburgh, Max Born Crescent, Edinburgh EH9 3BF, UK; Laboratoire Reproduction et Développement des Plantes, University of Lyon, ENS de Lyon, UCB Lyon 1, CNRS, INRAE, Lyon 69342, France
| | | | - Philippe Gadient
- Institute of Molecular Plant Science, University of Edinburgh, Max Born Crescent, Edinburgh EH9 3BF, UK
| | | | - Philip Carella
- Sainsbury Laboratory, University of Cambridge, Bateman Street, Cambridge CB2 1LR, UK
| | - Antoine Hoguin
- Institute of Molecular Plant Science, University of Edinburgh, Max Born Crescent, Edinburgh EH9 3BF, UK
| | - Shona Grey-Switzman
- Institute of Molecular Plant Science, University of Edinburgh, Max Born Crescent, Edinburgh EH9 3BF, UK
| | - Hugo Marnas
- Institute of Molecular Plant Science, University of Edinburgh, Max Born Crescent, Edinburgh EH9 3BF, UK
| | - Francois Simon
- Institute of Molecular Plant Science, University of Edinburgh, Max Born Crescent, Edinburgh EH9 3BF, UK
| | - Alice Copin
- Institute of Molecular Plant Science, University of Edinburgh, Max Born Crescent, Edinburgh EH9 3BF, UK
| | - Shelby Fischer
- Institute of Molecular Plant Science, University of Edinburgh, Max Born Crescent, Edinburgh EH9 3BF, UK
| | - Erica de Leau
- Institute of Molecular Plant Science, University of Edinburgh, Max Born Crescent, Edinburgh EH9 3BF, UK
| | - Sebastian Schornack
- Sainsbury Laboratory, University of Cambridge, Bateman Street, Cambridge CB2 1LR, UK
| | - Ryuichi Nishihama
- Graduate School of Biostudies, Kyoto University, Kyoto 606-8502, Japan; Department of Applied Biological Science, Faculty of Science and Technology, Tokyo University of Science, Noda 278-8510, Japan
| | - Takayuki Kohchi
- Graduate School of Biostudies, Kyoto University, Kyoto 606-8502, Japan
| | - Nathalie Depège Fargeix
- Laboratoire Reproduction et Développement des Plantes, University of Lyon, ENS de Lyon, UCB Lyon 1, CNRS, INRAE, Lyon 69342, France
| | - Gwyneth Ingram
- Laboratoire Reproduction et Développement des Plantes, University of Lyon, ENS de Lyon, UCB Lyon 1, CNRS, INRAE, Lyon 69342, France
| | - Moritz K Nowack
- VIB Center for Plant Systems Biology, 9052 Ghent, Belgium; Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium.
| | - Justin Goodrich
- Institute of Molecular Plant Science, University of Edinburgh, Max Born Crescent, Edinburgh EH9 3BF, UK.
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3
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Köhler C, Butel N. Plant development: How to kill the endosperm. Curr Biol 2023; 33:R912-R913. [PMID: 37699350 DOI: 10.1016/j.cub.2023.07.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/14/2023]
Abstract
Using molecular markers and genetic analysis of mutant phenotypes, a new study reveals that endosperm elimination in plant seeds is under control of the programmed cell death pathway.
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Affiliation(s)
- Claudia Köhler
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany.
| | - Nicolas Butel
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany
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4
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Yang L, Yang L, Ding Y, Chen Y, Liu N, Zhou X, Huang L, Luo H, Xie M, Liao B, Jiang H. Global Transcriptome and Co-Expression Network Analyses Revealed Hub Genes Controlling Seed Size/Weight and/or Oil Content in Peanut. PLANTS (BASEL, SWITZERLAND) 2023; 12:3144. [PMID: 37687391 PMCID: PMC10490140 DOI: 10.3390/plants12173144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 08/21/2023] [Accepted: 08/28/2023] [Indexed: 09/10/2023]
Abstract
Cultivated peanut (Arachis hypogaea L.) is an important economic and oilseed crop worldwide, providing high-quality edible oil and high protein content. Seed size/weight and oil content are two important determinants of yield and quality in peanut breeding. To identify key regulators controlling these two traits, two peanut cultivars with contrasting phenotypes were compared to each other, one having a larger seed size and higher oil content (Zhonghua16, ZH16 for short), while the second cultivar had smaller-sized seeds and lower oil content (Zhonghua6, ZH6). Whole transcriptome analyses were performed on these two cultivars at four stages of seed development. The results showed that ~40% of the expressed genes were stage-specific in each cultivar during seed development, especially at the early stage of development. In addition, we identified a total of 5356 differentially expressed genes (DEGs) between ZH16 and ZH6 across four development stages. Weighted gene co-expression network analysis (WGCNA) based on DEGs revealed multiple hub genes with potential roles in seed size/weight and/or oil content. These hub genes were mainly involved in transcription factors (TFs), phytohormones, the ubiquitin-proteasome pathway, and fatty acid synthesis. Overall, the candidate genes and co-expression networks detected in this study could be a valuable resource for genetic breeding to improve seed yield and quality traits in peanut.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Huifang Jiang
- The Key Laboratory of Biology and Genetic Improvement of Oil Crops, The Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan 430000, China; (L.Y.); (L.Y.); (Y.D.); (Y.C.); (N.L.); (X.Z.); (L.H.); (H.L.); (M.X.); (B.L.)
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5
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Fierlej Y, Jacquier NMA, Guille L, Just J, Montes E, Richard C, Loue-Manifel J, Depège-Fargeix N, Gaillard A, Widiez T, Rogowsky PM. Evaluation of genome and base editing tools in maize protoplasts. FRONTIERS IN PLANT SCIENCE 2022; 13:1010030. [PMID: 36518521 PMCID: PMC9744195 DOI: 10.3389/fpls.2022.1010030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 11/03/2022] [Indexed: 06/17/2023]
Abstract
INTRODUCTION Despite its rapid worldwide adoption as an efficient mutagenesis tool, plant genome editing remains a labor-intensive process requiring often several months of in vitro culture to obtain mutant plantlets. To avoid a waste in time and money and to test, in only a few days, the efficiency of molecular constructs or novel Cas9 variants (clustered regularly interspaced short palindromic repeats (CRISPR)-associated protein 9) prior to stable transformation, rapid analysis tools are helpful. METHODS To this end, a streamlined maize protoplast system for transient expression of CRISPR/Cas9 tools coupled to NGS (next generation sequencing) analysis and a novel bioinformatics pipeline was established. RESULTS AND DISCUSSION Mutation types found with high frequency in maize leaf protoplasts had a trend to be the ones observed after stable transformation of immature maize embryos. The protoplast system also allowed to conclude that modifications of the sgRNA (single guide RNA) scaffold leave little room for improvement, that relaxed PAM (protospacer adjacent motif) sites increase the choice of target sites for genome editing, albeit with decreased frequency, and that efficient base editing in maize could be achieved for certain but not all target sites. Phenotypic analysis of base edited mutant maize plants demonstrated that the introduction of a stop codon but not the mutation of a serine predicted to be phosphorylated in the bHLH (basic helix loop helix) transcription factor ZmICEa (INDUCER OF CBF EXPRESSIONa) caused abnormal stomata, pale leaves and eventual plant death two months after sowing.
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Affiliation(s)
- Yannick Fierlej
- Laboratoire Reproduction et Développement des Plantes, Univ Lyon, Ecole Normale Supérieure (ENS) de Lyon, Université Claude Bernard (UCB) Lyon 1, Centre National de la Recherche Scientifique (CNRS), Institut National de Recherche pour l'Agriculture, l'alimentation et l'Environnement (INRAE), Lyon, France
- Department Research and Development, MAS Seeds, Haut-Mauco, France
| | - Nathanaël M. A. Jacquier
- Laboratoire Reproduction et Développement des Plantes, Univ Lyon, Ecole Normale Supérieure (ENS) de Lyon, Université Claude Bernard (UCB) Lyon 1, Centre National de la Recherche Scientifique (CNRS), Institut National de Recherche pour l'Agriculture, l'alimentation et l'Environnement (INRAE), Lyon, France
| | - Loïc Guille
- Laboratoire Reproduction et Développement des Plantes, Univ Lyon, Ecole Normale Supérieure (ENS) de Lyon, Université Claude Bernard (UCB) Lyon 1, Centre National de la Recherche Scientifique (CNRS), Institut National de Recherche pour l'Agriculture, l'alimentation et l'Environnement (INRAE), Lyon, France
| | - Jérémy Just
- Laboratoire Reproduction et Développement des Plantes, Univ Lyon, Ecole Normale Supérieure (ENS) de Lyon, Université Claude Bernard (UCB) Lyon 1, Centre National de la Recherche Scientifique (CNRS), Institut National de Recherche pour l'Agriculture, l'alimentation et l'Environnement (INRAE), Lyon, France
| | - Emilie Montes
- Laboratoire Reproduction et Développement des Plantes, Univ Lyon, Ecole Normale Supérieure (ENS) de Lyon, Université Claude Bernard (UCB) Lyon 1, Centre National de la Recherche Scientifique (CNRS), Institut National de Recherche pour l'Agriculture, l'alimentation et l'Environnement (INRAE), Lyon, France
| | - Christelle Richard
- Laboratoire Reproduction et Développement des Plantes, Univ Lyon, Ecole Normale Supérieure (ENS) de Lyon, Université Claude Bernard (UCB) Lyon 1, Centre National de la Recherche Scientifique (CNRS), Institut National de Recherche pour l'Agriculture, l'alimentation et l'Environnement (INRAE), Lyon, France
| | - Jeanne Loue-Manifel
- Laboratoire Reproduction et Développement des Plantes, Univ Lyon, Ecole Normale Supérieure (ENS) de Lyon, Université Claude Bernard (UCB) Lyon 1, Centre National de la Recherche Scientifique (CNRS), Institut National de Recherche pour l'Agriculture, l'alimentation et l'Environnement (INRAE), Lyon, France
| | - Nathalie Depège-Fargeix
- Laboratoire Reproduction et Développement des Plantes, Univ Lyon, Ecole Normale Supérieure (ENS) de Lyon, Université Claude Bernard (UCB) Lyon 1, Centre National de la Recherche Scientifique (CNRS), Institut National de Recherche pour l'Agriculture, l'alimentation et l'Environnement (INRAE), Lyon, France
| | - Antoine Gaillard
- Department Research and Development, MAS Seeds, Haut-Mauco, France
| | - Thomas Widiez
- Laboratoire Reproduction et Développement des Plantes, Univ Lyon, Ecole Normale Supérieure (ENS) de Lyon, Université Claude Bernard (UCB) Lyon 1, Centre National de la Recherche Scientifique (CNRS), Institut National de Recherche pour l'Agriculture, l'alimentation et l'Environnement (INRAE), Lyon, France
| | - Peter M. Rogowsky
- Laboratoire Reproduction et Développement des Plantes, Univ Lyon, Ecole Normale Supérieure (ENS) de Lyon, Université Claude Bernard (UCB) Lyon 1, Centre National de la Recherche Scientifique (CNRS), Institut National de Recherche pour l'Agriculture, l'alimentation et l'Environnement (INRAE), Lyon, France
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Dai D, Mudunkothge JS, Galli M, Char SN, Davenport R, Zhou X, Gustin JL, Spielbauer G, Zhang J, Barbazuk WB, Yang B, Gallavotti A, Settles AM. Paternal imprinting of dosage-effect defective1 contributes to seed weight xenia in maize. Nat Commun 2022; 13:5366. [PMID: 36100609 PMCID: PMC9470594 DOI: 10.1038/s41467-022-33055-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 08/30/2022] [Indexed: 11/13/2022] Open
Abstract
Historically, xenia effects were hypothesized to be unique genetic contributions of pollen to seed phenotype, but most examples represent standard complementation of Mendelian traits. We identified the imprinted dosage-effect defective1 (ded1) locus in maize (Zea mays) as a paternal regulator of seed size and development. Hypomorphic alleles show a 5–10% seed weight reduction when ded1 is transmitted through the male, while homozygous mutants are defective with a 70–90% seed weight reduction. Ded1 encodes an R2R3-MYB transcription factor expressed specifically during early endosperm development with paternal allele bias. DED1 directly activates early endosperm genes and endosperm adjacent to scutellum cell layer genes, while directly repressing late grain-fill genes. These results demonstrate xenia as originally defined: Imprinting of Ded1 causes the paternal allele to set the pace of endosperm development thereby influencing grain set and size. Xenia effects describe the genetic contribution of pollen to seed phenotypes. Here the authors show that paternal imprinting of Ded1 contributes to the xenia effect in maize by setting the pace of endosperm development.
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Affiliation(s)
- Dawei Dai
- Horticultural Sciences Department, University of Florida, Gainesville, FL, 32611, USA
| | - Janaki S Mudunkothge
- Horticultural Sciences Department, University of Florida, Gainesville, FL, 32611, USA
| | - Mary Galli
- Waksman Institute, Rutgers University, Piscataway, NJ, 08854, USA
| | - Si Nian Char
- Division of Plant Sciences, Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA
| | - Ruth Davenport
- Department of Biology, University of Florida, Gainesville, FL, 32611, USA
| | - Xiaojin Zhou
- Crop Functional Genome Research Center, Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Jeffery L Gustin
- Horticultural Sciences Department, University of Florida, Gainesville, FL, 32611, USA.,United States Department of Agriculture, Urbana, IL, 61801, USA
| | - Gertraud Spielbauer
- Horticultural Sciences Department, University of Florida, Gainesville, FL, 32611, USA
| | - Junya Zhang
- Horticultural Sciences Department, University of Florida, Gainesville, FL, 32611, USA
| | - W Brad Barbazuk
- Department of Biology, University of Florida, Gainesville, FL, 32611, USA
| | - Bing Yang
- Division of Plant Sciences, Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA.,Donald Danforth Plant Science Center, St. Louis, MO, 63132, USA
| | - Andrea Gallavotti
- Waksman Institute, Rutgers University, Piscataway, NJ, 08854, USA.,Department of Plant Biology, Rutgers University, New Brunswick, NJ, 08901, USA
| | - A Mark Settles
- Horticultural Sciences Department, University of Florida, Gainesville, FL, 32611, USA. .,Bioengineering Branch, NASA Ames Research Center, Moffett Field, CA, 94035, USA.
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7
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Li YX, Lu J, He C, Wu X, Cui Y, Chen L, Zhang J, Xie Y, An Y, Liu X, Zhen S, Liu Y, Li C, Zhang D, Shi YS, Song Y, Wang J, Li Y, Wang G, Fu J, Wang T. cis-Regulatory variation affecting gene expression contributes to the improvement of maize kernel size. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2022; 111:1595-1608. [PMID: 35860955 DOI: 10.1111/tpj.15910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Revised: 05/09/2022] [Accepted: 07/14/2022] [Indexed: 06/15/2023]
Abstract
cis-Regulatory variations contribute to trait evolution and adaptation during crop domestication and improvement. As the most important harvested organ in maize (Zea mays L.), kernel size has undergone intensive selection for size. However, the associations between maize kernel size and cis-regulatory variations remain unclear. We chose two independent association populations to dissect the genetic architecture of maize kernel size together with transcriptomic and genotypic data. The resulting phenotypes reflected a strong influence of population structure on kernel size. Compared with genome-wide association studies (GWASs), which accounted for population structure and relatedness, GWAS based on a naïve or simple linear model revealed additional associated single-nucleotide polymorphisms significantly involved in the conserved pathways controlling seed size in plants. Regulation analyses through expression quantitative trait locus mapping revealed that cis-regulatory variations likely control kernel size by fine-tuning the expression of proximal genes, among which ZmKL1 (GRMZM2G098305) was transgenically validated. We also proved that the pyramiding of the favorable cis-regulatory variations has contributed to the improvement of maize kernel size. Collectively, our results demonstrate that cis-regulatory variations, together with their regulatory genes, provide excellent targets for future maize improvement.
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Affiliation(s)
- Yong-Xiang Li
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Jiawen Lu
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
- Center for Seed Science and Technology, Beijing Innovation Center for Seed Technology (MOA), Key Laboratory of Crop Heterosis Utilization (MOE), College of Agronomy and Biotechnology, China Agricultural University, Beijing, 100193, China
| | - Cheng He
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
- Department of Plant Pathology, Kansas State University, Manhattan, Kansas, 66506, USA
| | - Xun Wu
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Yu Cui
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Lin Chen
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Jie Zhang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Yuxin Xie
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Yixin An
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Xuyang Liu
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Sihan Zhen
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Yunjun Liu
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Chunhui Li
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Dengfeng Zhang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Yun-Su Shi
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Yanchun Song
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Jianhua Wang
- Center for Seed Science and Technology, Beijing Innovation Center for Seed Technology (MOA), Key Laboratory of Crop Heterosis Utilization (MOE), College of Agronomy and Biotechnology, China Agricultural University, Beijing, 100193, China
| | - Yu Li
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Guoying Wang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Junjie Fu
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Tianyu Wang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
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8
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Liu H, Wang Y, Liu L, Wei B, Wang X, Xiao Q, Li Y, Ajayo BS, Huang Y. Pleiotropic ZmICE1 Is an Important Transcriptional Regulator of Maize Endosperm Starch Biosynthesis. FRONTIERS IN PLANT SCIENCE 2022; 13:895763. [PMID: 35937346 PMCID: PMC9355408 DOI: 10.3389/fpls.2022.895763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 06/23/2022] [Indexed: 06/15/2023]
Abstract
Starch, the major component of cereal grains, affects crop yield and quality and is widely used in food and industrial applications. The biosynthesis of maize starch is a complex process involving a series of functional enzymes. However, the sophisticated regulatory mechanisms of starch biosynthetic genes have not been fully elaborated. The basic/helix-loop-helix (bHLH) transcription factors are widely distributed in eukaryotes and participate in many physiological processes. In this study, 202 bHLH encoding genes were identified in the maize genome by Blast method. ZmICE1 gene, which belongs to the ICE subfamily of the bHLH family, was obtained and expressed mainly in maize filling endosperm and co-expressed with 14 starch biosynthesis genes. Based on the comparative analyses across different plant species, we revealed that the gene structures and protein domains of the ICE subfamily were conserved between monocots and dicots, suggesting their functional conservation feature. Yeast activation and subcellular localization assays suggested that ZmICE1 had transcriptional activation activity and localized in the nucleus. Yeast one-hybrid assays confirmed that ZmICE1 could directly bind to the promoters of ZmSSIIa and ZmGBSSI. Transient gene expression analysis in maize endosperm revealed that ZmICE1 positively regulated the expression of ZmSSIIa, but inhibited the expression of ZmGBSSI. Our results indicated that ZmICE1 could function as a regulator of maize starch biosynthesis.
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Affiliation(s)
- Hanmei Liu
- College of Life Science, Sichuan Agricultural University, Ya'an, China
- College of Agronomy, Sichuan Agricultural University, Chengdu, China
| | - Yongbin Wang
- College of Agronomy, Sichuan Agricultural University, Chengdu, China
| | - Lijun Liu
- College of Agronomy, Sichuan Agricultural University, Chengdu, China
| | - Bin Wei
- College of Agronomy, Sichuan Agricultural University, Chengdu, China
| | - Xieqin Wang
- College of Life Science, Sichuan Agricultural University, Ya'an, China
| | - Qianlin Xiao
- College of Agronomy and Biotechnology, Southwest University, Chongqing, China
| | - Yangping Li
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University, Chengdu, China
| | | | - Yubi Huang
- College of Agronomy, Sichuan Agricultural University, Chengdu, China
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University, Chengdu, China
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9
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Abstract
In angiosperms, double fertilization triggers the concomitant development of two closely juxtaposed tissues, the embryo and the endosperm. Successful seed development and germination require constant interactions between these tissues, which occur across their common interface. The embryo-endosperm interface is a complex and poorly understood compound apoplast comprising components derived from both tissues, across which nutrients transit to fuel embryo development. Interface properties, which affect molecular diffusion and thus communication, are themselves dynamically regulated by molecular and physical dialogues between the embryo and endosperm. We review the current understanding of embryo-endosperm interactions, with a focus on the structure, properties, and function of their shared interface. Concentrating on Arabidopsis, but with reference to other species, we aim to situate recent findings within the broader context of seed physiology, developmental biology, and genetic factors such as parental conflicts over resource allocation.
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Affiliation(s)
- Nicolas M Doll
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium;
- VIB Center of Plant Systems Biology, Ghent, Belgium
| | - Gwyneth C Ingram
- Laboratoire Reproduction et Développement des Plantes, ENS de Lyon, CNRS, INRAE, Université de Lyon 1, Lyon, France;
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10
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Wang Y, Xu J, Yu J, Zhu D, Zhao Q. Maize GSK3-like kinase ZmSK2 is involved in embryonic development. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2022; 318:111221. [PMID: 35351312 DOI: 10.1016/j.plantsci.2022.111221] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2021] [Revised: 02/09/2022] [Accepted: 02/11/2022] [Indexed: 05/28/2023]
Abstract
Grain size and weight are closely related to the yield of cereal crops. Abnormal development of the embryo, an important part of the grain, not only affects crop yield but also impacts next-generation survival. Here, we found that maize GSK3-like kinase ZmSK2, a homolog of BIN2 in Arabidopsis, is involved in embryonic development. ZmSK2 overexpression resulted in severe BR defective phenotypes and arrested embryonic development at the transition stage, while the zmsk2 knockout lines showed enlarged embryos. ZmSK2 interacts with Aux/IAA-transcription factor 28 (ZmIAA28), a negative regulator of auxin signaling, and the interaction region is the auxin degron "GWPPV" motif of ZmIAA28 domain II. Coexpression of ZmSK2 with ZmIAA28 increased the accumulation of ZmIAA28 in maize protoplasts, which may have been due to phosphorylation by ZmSK2. In conclusion, this study reveals the function of ZmSK2 in maize embryonic development and proposes that ZmSK2-ZmIAA28 may be another link in the signaling pathway that integrates BR and auxin.
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Affiliation(s)
- Yan Wang
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, China Agricultural University, 100193, Beijing, China
| | - Jianghai Xu
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, China Agricultural University, 100193, Beijing, China
| | - Jingjuan Yu
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, China Agricultural University, 100193, Beijing, China
| | - Dengyun Zhu
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, China Agricultural University, 100193, Beijing, China
| | - Qian Zhao
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, China Agricultural University, 100193, Beijing, China.
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11
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Wang Q, Wang M, Chen J, Qi W, Lai J, Ma Z, Song R. ENB1 encodes a cellulose synthase 5 that directs synthesis of cell wall ingrowths in maize basal endosperm transfer cells. THE PLANT CELL 2022; 34:1054-1074. [PMID: 34935984 PMCID: PMC8894971 DOI: 10.1093/plcell/koab312] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 11/27/2021] [Indexed: 05/12/2023]
Abstract
Development of the endosperm is strikingly different in monocots and dicots: it often manifests as a persistent tissue in the former and transient tissue in the latter. Little is known about the controlling mechanisms responsible for these different outcomes. Here we characterized a maize (Zea mays) mutant, endosperm breakdown1 (enb1), in which the typically persistent endosperm (PE) was drastically degraded during kernel development. ENB1 encodes a cellulose synthase 5 that is predominantly expressed in the basal endosperm transfer layer (BETL) of endosperm cells. Loss of ENB1 function caused a drastic reduction in formation of flange cell wall ingrowths (ingrowths) in BETL cells. Defective ingrowths impair nutrient uptake, leading to premature utilization of endosperm starch to nourish the embryo. Similarly, developing wild-type kernels cultured in vitro with a low level of sucrose manifested early endosperm breakdown. ENB1 expression is induced by sucrose via the BETL-specific Myb-Related Protein1 transcription factor. Overexpression of ENB1 enhanced development of flange ingrowths, facilitating sucrose transport into BETL cells and increasing kernel weight. The results demonstrated that ENB1 enhances sucrose supply to the endosperm and contributes to a PE in the kernel.
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Affiliation(s)
- Qun Wang
- State Key Laboratory of Plant Physiology and Biochemistry, National Maize Improvement Center, Beijing Key Laboratory of Crop Genetic Improvement, Joint International Research Laboratory of Crop Molecular Breeding, College of Agronomy and Biotechnology, China Agricultural University, Beijing 100193, China
| | - Mingmin Wang
- Shanghai Key Laboratory of Bio-Energy Crops, Plant Science Center, School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Jian Chen
- State Key Laboratory of Plant Physiology and Biochemistry, National Maize Improvement Center, Beijing Key Laboratory of Crop Genetic Improvement, Joint International Research Laboratory of Crop Molecular Breeding, College of Agronomy and Biotechnology, China Agricultural University, Beijing 100193, China
| | - Weiwei Qi
- Shanghai Key Laboratory of Bio-Energy Crops, Plant Science Center, School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Jinsheng Lai
- State Key Laboratory of Plant Physiology and Biochemistry, National Maize Improvement Center, Beijing Key Laboratory of Crop Genetic Improvement, Joint International Research Laboratory of Crop Molecular Breeding, College of Agronomy and Biotechnology, China Agricultural University, Beijing 100193, China
| | - Zeyang Ma
- State Key Laboratory of Plant Physiology and Biochemistry, National Maize Improvement Center, Beijing Key Laboratory of Crop Genetic Improvement, Joint International Research Laboratory of Crop Molecular Breeding, College of Agronomy and Biotechnology, China Agricultural University, Beijing 100193, China
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Su L, Wan S, Zhou J, Shao QS, Xing B. Transcriptional regulation of plant seed development. PHYSIOLOGIA PLANTARUM 2021; 173:2013-2025. [PMID: 34480800 DOI: 10.1111/ppl.13548] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 08/19/2021] [Accepted: 09/01/2021] [Indexed: 06/13/2023]
Abstract
Plant seeds, which are unique reproductive organs of gymnosperms and angiosperms, are used for edible, medicinal, and industrial purposes. Transcription factors (TFs) are master regulators of plant growth, development, and stress responses. This review describes, in detail, the functions of TFs in regulating seed development. Different TFs, or even different TF families, may have similar functions in seed development. For example, WUSCHEL-related homeobox, LEC2/FUS3/ABI3, and HEME ACTIVATOR PROTEIN3 families can control plant seed embryonic initiation and development. In contrast, some members of the same TF family may have completely opposite roles. For instance, AtMYB76 and AtMYB89 inhibit the accumulation of seed oil, whereas AtMYB96 promotes seed fatty acid accumulation in Arabidopsis thaliana. Compared with the number of studies that have addressed regulation by single TFs, only a few have focused on multiple-TF regulatory networks. This review should be useful as a reference for future studies on regulatory networks of TF complexes.
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Affiliation(s)
- Liyang Su
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou, China
- Department of Traditional Chinese medicine, Zhejiang A&F University, Hangzhou, China
- Zhejiang Provincial Key Laboratory of Resources Protection and Innovation of Traditional Chinese Medicine, Zhejiang A&F University, Hangzhou, China
| | - Siqi Wan
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou, China
- Department of Traditional Chinese medicine, Zhejiang A&F University, Hangzhou, China
- Zhejiang Provincial Key Laboratory of Resources Protection and Innovation of Traditional Chinese Medicine, Zhejiang A&F University, Hangzhou, China
| | - Junmei Zhou
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou, China
- Department of Traditional Chinese medicine, Zhejiang A&F University, Hangzhou, China
- Zhejiang Provincial Key Laboratory of Resources Protection and Innovation of Traditional Chinese Medicine, Zhejiang A&F University, Hangzhou, China
| | - Qing Song Shao
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou, China
- Department of Traditional Chinese medicine, Zhejiang A&F University, Hangzhou, China
- Zhejiang Provincial Key Laboratory of Resources Protection and Innovation of Traditional Chinese Medicine, Zhejiang A&F University, Hangzhou, China
| | - Bingcong Xing
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou, China
- Department of Traditional Chinese medicine, Zhejiang A&F University, Hangzhou, China
- Zhejiang Provincial Key Laboratory of Resources Protection and Innovation of Traditional Chinese Medicine, Zhejiang A&F University, Hangzhou, China
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Li R, Tan Y, Zhang H. Regulators of Starch Biosynthesis in Cereal Crops. Molecules 2021; 26:molecules26237092. [PMID: 34885674 PMCID: PMC8659000 DOI: 10.3390/molecules26237092] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2021] [Revised: 11/19/2021] [Accepted: 11/21/2021] [Indexed: 01/07/2023] Open
Abstract
Starch is the main food source for human beings and livestock all over the world, and it is also the raw material for production of industrial alcohol and biofuel. A considerable part of the world’s annual starch production comes from crops and their seeds. With the increasing demand for starch from food and non-food industries and the growing loss of arable land due to urbanization, understanding starch biosynthesis and its regulators is essential to produce the desirable traits as well as more and better polymers via biotechnological approaches in cereal crops. Because of the complexity and flexibility of carbon allocation in the formation of endosperm starch, cereal crops require a broad range of enzymes and one matching network of regulators to control the providential functioning of these starch biosynthetic enzymes. Here, we comprehensively summarize the current knowledge about regulatory factors of starch biosynthesis in cereal crops, with an emphasis on the transcription factors that directly regulate starch biosynthesis. This review will provide new insights for the manipulation of bioengineering and starch biosynthesis to improve starch yields or qualities in our diets and in industry.
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Affiliation(s)
- Ruiqing Li
- State Key Laboratory of Rice Biology, Chinese National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 310029, China;
- College of Agronomy, Anhui Agricultural University, Hefei 230036, China
| | - Yuanyuan Tan
- National Key Laboratory of Rice Biology, Institute of Crop Sciences, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou 310029, China;
| | - Huali Zhang
- State Key Laboratory of Rice Biology, Chinese National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 310029, China;
- Correspondence:
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Chatterjee D, Wittmeyer K, Lee TF, Cui J, Yennawar NH, Yennawar HP, Meyers BC, Chopra S. Maize unstable factor for orange1 is essential for endosperm development and carbohydrate accumulation. PLANT PHYSIOLOGY 2021; 186:1932-1950. [PMID: 33905500 PMCID: PMC8331166 DOI: 10.1093/plphys/kiab183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 04/07/2021] [Indexed: 06/12/2023]
Abstract
Maize (Zea mays L.) Ufo1-1 is a spontaneous dominant mutation of the unstable factor for orange1 (ufo1). We recently cloned ufo1, which is a Poaceae-specific gene highly expressed during seed development in maize. Here, we have characterized Ufo1-1 and a loss-of-function Ds insertion allele (ufo1-Dsg) to decipher the role of ufo1 in maize. We found that both ufo1 mutant alleles impact sugars and hormones, and have defects in the basal endosperm transfer layer (BETL) and adjacent cell types. The Ufo1-1 BETL had reduced cell elongation and cell wall ingrowth, resulting in cuboidal shaped transfer cells. In contrast, the ufo1-Dsg BETL cells showed a reduced overall size with abnormal wall ingrowth. Expression analysis identified the impact of ufo1 on several genes essential for BETL development. The overexpression of Ufo1-1 in various tissues leads to ectopic phenotypes, including abnormal cell organization and stomata subsidiary cell defects. Interestingly, pericarp and leaf transcriptomes also showed that as compared with wild type, Ufo1-1 had ectopic expression of endosperm development-specific genes. This study shows that Ufo1-1 impacts the expression patterns of a wide range of genes involved in various developmental processes.
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Affiliation(s)
- Debamalya Chatterjee
- Department of Plant Science, The Pennsylvania State University, University Park, Pennsylvania 16802, USA
| | - Kameron Wittmeyer
- Department of Plant Science, The Pennsylvania State University, University Park, Pennsylvania 16802, USA
- Intercollege Graduate Degree Program in Plant Biology, The Pennsylvania State University, University Park, Pennsylvania 16802, USA
| | - Tzuu-fen Lee
- The Donald Danforth Plant Science Center, St. Louis, Missouri 63132, USA
| | - Jin Cui
- Department of Plant Science, The Pennsylvania State University, University Park, Pennsylvania 16802, USA
- Intercollege Graduate Degree Program in Plant Biology, The Pennsylvania State University, University Park, Pennsylvania 16802, USA
| | - Neela H Yennawar
- The Huck Institutes of the Life Sciences, The Pennsylvania State University, University Park, Pennsylvania 16802, USA
| | - Hemant P Yennawar
- Department of Biochemistry and Molecular Biology, The Pennsylvania State University, University Park, Pennsylvania 16802, USA
| | - Blake C Meyers
- The Donald Danforth Plant Science Center, St. Louis, Missouri 63132, USA
- Division of Plant Sciences, University of Missouri, Columbia, Missouri 65201, USA
| | - Surinder Chopra
- Department of Plant Science, The Pennsylvania State University, University Park, Pennsylvania 16802, USA
- Intercollege Graduate Degree Program in Plant Biology, The Pennsylvania State University, University Park, Pennsylvania 16802, USA
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15
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Dai D, Ma Z, Song R. Maize endosperm development. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2021; 63:613-627. [PMID: 33448626 DOI: 10.1111/jipb.13069] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 01/12/2021] [Indexed: 05/22/2023]
Abstract
Recent breakthroughs in transcriptome analysis and gene characterization have provided valuable resources and information about the maize endosperm developmental program. The high temporal-resolution transcriptome analysis has yielded unprecedented access to information about the genetic control of seed development. Detailed spatial transcriptome analysis using laser-capture microdissection has revealed the expression patterns of specific populations of genes in the four major endosperm compartments: the basal endosperm transfer layer (BETL), aleurone layer (AL), starchy endosperm (SE), and embryo-surrounding region (ESR). Although the overall picture of the transcriptional regulatory network of endosperm development remains fragmentary, there have been some exciting advances, such as the identification of OPAQUE11 (O11) as a central hub of the maize endosperm regulatory network connecting endosperm development, nutrient metabolism, and stress responses, and the discovery that the endosperm adjacent to scutellum (EAS) serves as a dynamic interface for endosperm-embryo crosstalk. In addition, several genes that function in BETL development, AL differentiation, and the endosperm cell cycle have been identified, such as ZmSWEET4c, Thk1, and Dek15, respectively. Here, we focus on current advances in understanding the molecular factors involved in BETL, AL, SE, ESR, and EAS development, including the specific transcriptional regulatory networks that function in each compartment during endosperm development.
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Affiliation(s)
- Dawei Dai
- State Key Laboratory of Plant Physiology and Biochemistry, National Maize Improvement Center, Beijing Key Laboratory of Crop Genetic Improvement, Joint International Research Laboratory of Crop Molecular Breeding, College of Agronomy and Biotechnology, China Agricultural University, Beijing, 100193, China
- Shanghai Key Laboratory of Bio-Energy Crops, Plant Science Center, School of Life Sciences, Shanghai University, Shanghai, 200444, China
| | - Zeyang Ma
- State Key Laboratory of Plant Physiology and Biochemistry, National Maize Improvement Center, Beijing Key Laboratory of Crop Genetic Improvement, Joint International Research Laboratory of Crop Molecular Breeding, College of Agronomy and Biotechnology, China Agricultural University, Beijing, 100193, China
| | - Rentao Song
- State Key Laboratory of Plant Physiology and Biochemistry, National Maize Improvement Center, Beijing Key Laboratory of Crop Genetic Improvement, Joint International Research Laboratory of Crop Molecular Breeding, College of Agronomy and Biotechnology, China Agricultural University, Beijing, 100193, China
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16
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An L, Tao Y, Chen H, He M, Xiao F, Li G, Ding Y, Liu Z. Embryo-Endosperm Interaction and Its Agronomic Relevance to Rice Quality. FRONTIERS IN PLANT SCIENCE 2020; 11:587641. [PMID: 33424883 PMCID: PMC7793959 DOI: 10.3389/fpls.2020.587641] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 11/09/2020] [Indexed: 05/07/2023]
Abstract
Embryo-endosperm interaction is the dominant process controlling grain filling, thus being crucial for yield and quality formation of the three most important cereals worldwide, rice, wheat, and maize. Fundamental science of functional genomics has uncovered several key genetic programs for embryo and endosperm development, but the interaction or communication between the two tissues is largely elusive. Further, the significance of this interaction for grain filling remains open. This review starts with the morphological and developmental aspects of rice grain, providing a spatial and temporal context. Then, it offers a comprehensive and integrative view of this intercompartmental interaction, focusing on (i) apoplastic nutrient flow from endosperm to the developing embryo, (ii) dependence of embryo development on endosperm, (iii) regulation of endosperm development by embryo, and (iv) bidirectional dialogues between embryo and endosperm. From perspective of embryo-endosperm interaction, the mechanisms underlying the complex quality traits are explored, with grain chalkiness as an example. The review ends with three open questions with scientific and agronomic importance that should be addressed in the future. Notably, current knowledge and future prospects of this hot research topic are reviewed from a viewpoint of crop physiology, which should be helpful for bridging the knowledge gap between the fundamental plant sciences and the practical technologies.
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Affiliation(s)
- Lu An
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Yang Tao
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Hao Chen
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Mingjie He
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Feng Xiao
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Ganghua Li
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Yanfeng Ding
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
- Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing, China
| | - Zhenghui Liu
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
- Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing, China
- *Correspondence: Zhenghui Liu,
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Dong Q, Xu Q, Kong J, Peng X, Zhou W, Chen L, Wu J, Xiang Y, Jiang H, Cheng B. Overexpression of ZmbZIP22 gene alters endosperm starch content and composition in maize and rice. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2019; 283:407-415. [PMID: 31128711 DOI: 10.1016/j.plantsci.2019.03.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2018] [Revised: 02/28/2019] [Accepted: 03/01/2019] [Indexed: 05/23/2023]
Abstract
Starch content and composition are major determinants of yield and quality in maize. In recent years, the major genes for starch metabolism have been cloned in this species. However, the role of transcription factors in regulating the starch metabolism pathway remains unclear. The ZmbZIP22 gene encodes a bZIP transcription factor. In our study, plants overexpressing ZmbZIP22 showed reductions in the size of starch granules, the size and weight of seeds, reduced amylose content, and alterations in the chemical structure of starch granules. Also, overexpression of ZmbZIP22 resulted in increases in the contents of soluble sugars and reducing sugars in transgenic rice and maize. ZmbZIP22 promotes the transcription of starch metabolism genes by binding to their promoters. Screening by yeast one-hybrid assays indicated a possible interaction between ZmbZIP22 and the promoters of eight key starch enzyme genes. Collectively, our results indicated that ZmbZIP22 functions as a negative regulator of starch synthesis, and suggest that this occurs through the regulation of key sugar and starch metabolism genes in maize.
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Affiliation(s)
- Qing Dong
- National Engineering Laboratory of Crop Stress Resistence, Anhui Agricultural University, Hefei, 230036, China; Maize Research Center, Anhui Academy of Agricultural Sciences, Hefei, 230031, China
| | - Qianqian Xu
- National Engineering Laboratory of Crop Stress Resistence, Anhui Agricultural University, Hefei, 230036, China
| | - Jingjing Kong
- National Engineering Laboratory of Crop Stress Resistence, Anhui Agricultural University, Hefei, 230036, China
| | - Xiaojian Peng
- National Engineering Laboratory of Crop Stress Resistence, Anhui Agricultural University, Hefei, 230036, China
| | - Wei Zhou
- National Engineering Laboratory of Crop Stress Resistence, Anhui Agricultural University, Hefei, 230036, China
| | - Long Chen
- National Engineering Laboratory of Crop Stress Resistence, Anhui Agricultural University, Hefei, 230036, China
| | - Jiandong Wu
- National Engineering Laboratory of Crop Stress Resistence, Anhui Agricultural University, Hefei, 230036, China
| | - Yan Xiang
- National Engineering Laboratory of Crop Stress Resistence, Anhui Agricultural University, Hefei, 230036, China
| | - Haiyang Jiang
- National Engineering Laboratory of Crop Stress Resistence, Anhui Agricultural University, Hefei, 230036, China.
| | - Beijiu Cheng
- National Engineering Laboratory of Crop Stress Resistence, Anhui Agricultural University, Hefei, 230036, China.
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Wu J, Chen L, Chen M, Zhou W, Dong Q, Jiang H, Cheng B. The DOF-Domain Transcription Factor ZmDOF36 Positively Regulates Starch Synthesis in Transgenic Maize. FRONTIERS IN PLANT SCIENCE 2019; 10:465. [PMID: 31031791 PMCID: PMC6474321 DOI: 10.3389/fpls.2019.00465] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Accepted: 03/28/2019] [Indexed: 05/06/2023]
Abstract
Starch synthesis is a complex process that influences crop yield and grain quality in maize. Many key enzymes have been identified in starch biosynthesis; however, the regulatory mechanisms have not been fully elucidated. In this study, we identified a DOF family gene, ZmDOF36, through transcriptome sequencing analysis. Real-time PCR indicated that ZmDOF36 was highly expressed in maize endosperm, with lower expression in leaves and tassels. ZmDOF36 is a typical DOF transcription factor (TF) that is localized to the nucleus and possesses transcriptional activation activity, and its transactivation domain is located in the C-terminus (amino acids 227-351). Overexpression of ZmDOF36 can increase starch content and decrease the contents of soluble sugars and reducing sugars. In addition, abnormal starch structure in transgenic maize was also observed by scanning electron microscopy (SEM). Furthermore, the expression levels of starch synthesis-related genes were up-regulated in ZmDOF36-expressing transgenic maize. ZmDOF36 was also shown to bind directly to the promoters of six starch biosynthesis genes, ZmAGPS1a, ZmAGPL1, ZmGBSSI, ZmSSIIa, ZmISA1, and ZmISA3 in yeast one-hybrid assays. Transient expression assays showed that ZmDOF36 can activate the expression of ZmGBSSI and ZmISA1 in tobacco leaves. Collectively, the results presented here suggest that ZmDOF36 acts as an important regulatory factor in starch synthesis, and could be helpful in devising strategies for modulating starch production in maize endosperm.
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Cubría-Radío M, Nowack MK. Transcriptional networks orchestrating programmed cell death during plant development. Curr Top Dev Biol 2018; 131:161-184. [PMID: 30612616 PMCID: PMC7116394 DOI: 10.1016/bs.ctdb.2018.10.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/08/2022]
Abstract
Transcriptional gene regulation is a fundamental biological principle in the development of eukaryotes. It does control not only cell proliferation, specification, and differentiation, but also cell death processes as an integral feature of an organism's developmental program. As in animals, developmentally regulated cell death in plants occurs in numerous contexts and is of vital importance for plant vegetative and reproductive development. In comparison with the information available on the molecular regulation of programmed cell death (PCD) in animals, however, our knowledge on plant PCD still remains scarce. Here, we discuss the functions of different classes of transcription factors that have been implicated in the control of developmentally regulated cell death. Though doubtlessly representing but a first layer of PCD regulation, information on PCD-regulating transcription factors and their targets represents a promising strategy to understand the complex machinery that ensures the precise and failsafe execution of PCD processes in plant development.
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Affiliation(s)
- Marta Cubría-Radío
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium; VIB Center for Plant Systems Biology, Ghent, Belgium
| | - Moritz K Nowack
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium; VIB Center for Plant Systems Biology, Ghent, Belgium.
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Patil G, Vuong TD, Kale S, Valliyodan B, Deshmukh R, Zhu C, Wu X, Bai Y, Yungbluth D, Lu F, Kumpatla S, Shannon JG, Varshney RK, Nguyen HT. Dissecting genomic hotspots underlying seed protein, oil, and sucrose content in an interspecific mapping population of soybean using high-density linkage mapping. PLANT BIOTECHNOLOGY JOURNAL 2018; 16:1939-1953. [PMID: 29618164 PMCID: PMC6181215 DOI: 10.1111/pbi.12929] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2017] [Revised: 03/09/2018] [Accepted: 03/21/2018] [Indexed: 05/04/2023]
Abstract
The cultivated [Glycine max (L) Merr.] and wild [Glycine soja Siebold & Zucc.] soybean species comprise wide variation in seed composition traits. Compared to wild soybean, cultivated soybean contains low protein, high oil, and high sucrose. In this study, an interspecific population was derived from a cross between G. max (Williams 82) and G. soja (PI 483460B). This recombinant inbred line (RIL) population of 188 lines was sequenced at 0.3× depth. Based on 91 342 single nucleotide polymorphisms (SNPs), recombination events in RILs were defined, and a high-resolution bin map was developed (4070 bins). In addition to bin mapping, quantitative trait loci (QTL) analysis for protein, oil, and sucrose was performed using 3343 polymorphic SNPs (3K-SNP), derived from Illumina Infinium BeadChip sequencing platform. The QTL regions from both platforms were compared, and a significant concordance was observed between bin and 3K-SNP markers. Importantly, the bin map derived from next-generation sequencing technology enhanced mapping resolution (from 1325 to 50 Kb). A total of five, nine, and four QTLs were identified for protein, oil, and sucrose content, respectively, and some of the QTLs coincided with soybean domestication-related genomic loci. The major QTL for protein and oil were mapped on Chr. 20 (qPro_20) and suggested negative correlation between oil and protein. In terms of sucrose content, a novel and major QTL were identified on Chr. 8 (qSuc_08) and harbours putative genes involved in sugar transport. In addition, genome-wide association using 91 342 SNPs confirmed the genomic loci derived from QTL mapping. A QTL-based haplotype using whole-genome resequencing of 106 diverse soybean lines identified unique allelic variation in wild soybean that could be utilized to widen the genetic base in cultivated soybean.
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Affiliation(s)
- Gunvant Patil
- Division of Plant SciencesUniversity of MissouriColumbiaMOUSA
- Present address:
Department of Agronomy and Plant GeneticsUniversity of MinnesotaSt. PaulMN55108USA
| | - Tri D. Vuong
- Division of Plant SciencesUniversity of MissouriColumbiaMOUSA
| | - Sandip Kale
- Center of Excellence in GenomicsInternational Crops Research Institute for the Semi‐Arid TropicsHyderabadIndia
- Present address:
Leibniz Institute of Plant Genetics and Crop Plant Research (IPK)GateslebenD‐06466StadtSeelandGermany
| | - Babu Valliyodan
- Division of Plant SciencesUniversity of MissouriColumbiaMOUSA
| | | | - Chengsong Zhu
- Division of Plant SciencesUniversity of MissouriColumbiaMOUSA
| | - Xiaolei Wu
- Crop Science DivisionBayer CropScienceMorrisvilleNCUSA
| | - Yonghe Bai
- Dow AgroSciencesIndianapolisINUSA
- Present address:
Nuseed Americas10 N. East Street, Suite 101WoodlandCA95776USA
| | | | - Fang Lu
- Dow AgroSciencesIndianapolisINUSA
- Present address:
AmgenOne Amgen Center DriveThousand OaksCA91320USA
| | | | | | - Rajeev K. Varshney
- Center of Excellence in GenomicsInternational Crops Research Institute for the Semi‐Arid TropicsHyderabadIndia
| | - Henry T. Nguyen
- Division of Plant SciencesUniversity of MissouriColumbiaMOUSA
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Feng F, Song R. O11 is multi-functional regulator in maize endosperm. PLANT SIGNALING & BEHAVIOR 2018; 13:e1451709. [PMID: 29533128 PMCID: PMC5933909 DOI: 10.1080/15592324.2018.1451709] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Accepted: 03/06/2018] [Indexed: 05/30/2023]
Abstract
As a highly developed tissue, maize endosperm accumulates nutrients abundantly and supports embryo development. In a recent study, we constructed a regulatory network centered around Opaque11 (O11). This network unified cellular development, nutrient metabolism and stress responses during endosperm development. Here we discuss the evidences that O11 might have a regulatory role in cold stress response during seed development. Furthermore, we discuss the functional divergence between maize O11 and its Arabidopsis orthologue ZHOUPI, which might explain some of the differences in endosperm development between monocotyledonous and dicotyledonous seeds.
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Affiliation(s)
- Fan Feng
- Shanghai Key Laboratory of Bio-Energy Crops, Plant Science Center, School of Life Sciences, Shanghai University, Shanghai, China
| | - Rentao Song
- Shanghai Key Laboratory of Bio-Energy Crops, Plant Science Center, School of Life Sciences, Shanghai University, Shanghai, China
- National Maize Improvement Center of China, China Agricultural University, Beijing, China
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22
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Dou M, Zhang Y, Yang S, Feng X. Identification of ZHOUPI Orthologs in Rice Involved in Endosperm Development and Cuticle Formation. FRONTIERS IN PLANT SCIENCE 2018. [PMID: 29541083 PMCID: PMC5835929 DOI: 10.3389/fpls.2018.00223] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
The endosperm occupies most of the available space within mature rice seeds, contains abundant nutrients, and directly influences both the quality and quantity of rice production. Initial reports noted that AtZHOUPI (AtZOU) coordinates endosperm breakdown and the concomitant separation of the embryo from this structure in Arabidopsis. The results of this study show that rice genomes contain two most closely related homologs of AtZOU, OsZOU-1 and OsZOU-2; of these, OsZOU-1 expression is limited to within the endosperm where it can be detected throughout this structure 5 days after pollination (DAP). Its expression gradually decreases from seven DAP to nine DAP. The second of the two most closely related homologs, OsZOU-2, is highly expressed in leaves and stem, but is not detected in developing seeds. Heterologous expression of OsZOU-1 and OsZOU-2 in Atzou-4 mutants also revealed that OsZOU-1 partially complements the seed phenotypes of these individuals, while its counterpart, OsZOU-2, was unable to recover these phenotypes. The over-expression of OsZOU-1 severely disrupts both seed development and plant growth in transgenic rice lines, as plants in which this gene has been knocked down failed in the separation of endosperm from embryo and cuticle formation during seed development. The results of this study therefore suggest that OsZOU-1 is orthologous to the AtZOU, and regulates both endosperm development and cuticle formation in rice.
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Affiliation(s)
- Mingzhu Dou
- Key Laboratory of Soybean Molecular Design Breeding, Northeast Institute of Geography and Agroecology (CAS), Changchun, China
- College of Life Sciences, Liaocheng University, Liaocheng, China
| | - Yaohua Zhang
- Key Laboratory of Soybean Molecular Design Breeding, Northeast Institute of Geography and Agroecology (CAS), Changchun, China
| | - Suxin Yang
- Key Laboratory of Soybean Molecular Design Breeding, Northeast Institute of Geography and Agroecology (CAS), Changchun, China
- *Correspondence: Suxin Yang, Xianzhong Feng,
| | - Xianzhong Feng
- Key Laboratory of Soybean Molecular Design Breeding, Northeast Institute of Geography and Agroecology (CAS), Changchun, China
- *Correspondence: Suxin Yang, Xianzhong Feng,
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23
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Doll NM, Depège-Fargeix N, Rogowsky PM, Widiez T. Signaling in Early Maize Kernel Development. MOLECULAR PLANT 2017; 10:375-388. [PMID: 28267956 DOI: 10.1016/j.molp.2017.01.008] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Revised: 01/18/2017] [Accepted: 01/19/2017] [Indexed: 05/26/2023]
Abstract
Developing the next plant generation within the seed requires the coordination of complex programs driving pattern formation, growth, and differentiation of the three main seed compartments: the embryo (future plant), the endosperm (storage compartment), representing the two filial tissues, and the surrounding maternal tissues. This review focuses on the signaling pathways and molecular players involved in early maize kernel development. In the 2 weeks following pollination, functional tissues are shaped from single cells, readying the kernel for filling with storage compounds. Although the overall picture of the signaling pathways regulating embryo and endosperm development remains fragmentary, several types of molecular actors, such as hormones, sugars, or peptides, have been shown to be involved in particular aspects of these developmental processes. These molecular actors are likely to be components of signaling pathways that lead to transcriptional programming mediated by transcriptional factors. Through the integrated action of these components, multiple types of information received by cells or tissues lead to the correct differentiation and patterning of kernel compartments. In this review, recent advances regarding the four types of molecular actors (hormones, sugars, peptides/receptors, and transcription factors) involved in early maize development are presented.
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Affiliation(s)
- Nicolas M Doll
- Laboratoire Reproduction et Développement des Plantes, Univ Lyon, ENS de Lyon, UCB Lyon 1, CNRS, INRA, 69342 Lyon, France
| | - Nathalie Depège-Fargeix
- Laboratoire Reproduction et Développement des Plantes, Univ Lyon, ENS de Lyon, UCB Lyon 1, CNRS, INRA, 69342 Lyon, France
| | - Peter M Rogowsky
- Laboratoire Reproduction et Développement des Plantes, Univ Lyon, ENS de Lyon, UCB Lyon 1, CNRS, INRA, 69342 Lyon, France
| | - Thomas Widiez
- Laboratoire Reproduction et Développement des Plantes, Univ Lyon, ENS de Lyon, UCB Lyon 1, CNRS, INRA, 69342 Lyon, France.
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24
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Ingram GC. Dying to live: cell elimination as a developmental strategy in angiosperm seeds. JOURNAL OF EXPERIMENTAL BOTANY 2017; 68:785-796. [PMID: 27702990 DOI: 10.1093/jxb/erw364] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
The complete elimination of unwanted cells during development is a repeated theme in both multicellular animals and in plants. In plants, such events have been extensively studied and reviewed in terms of their molecular regulation, of marker genes and proteins expressed, and in terms of cellular changes associated with their progression. This review will take a slightly different view of developmental cell elimination and will concentrate specifically on the numerous elimination events that occur during ovule and seed development (here grouped together as seed development). It asks why this cell elimination occurs in specific seed tissues, in order to understand something about the commonalities underlying how seemingly disparate events are triggered and regulated. Finally, by placing the seed in its broader evolutionary context, the question of why cell elimination may have emerged as such a key component of the seed developmental toolbox will be considered.
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Affiliation(s)
- Gwyneth C Ingram
- Laboratoire Reproduction et Développement des Plantes, Université de Lyon, CNRS (UMR 5667), INRA (UMR 0879), UCB Lyon 1, Ecole Normale Supérieure de Lyon, F-69342 Lyon, France
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25
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Zhang Y, Li X, Yang S, Feng X. Identification of ZOUPI Orthologs in Soybean Potentially Involved in Endosperm Breakdown and Embryogenic Development. FRONTIERS IN PLANT SCIENCE 2017; 8:139. [PMID: 28228767 PMCID: PMC5296293 DOI: 10.3389/fpls.2017.00139] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Accepted: 01/23/2017] [Indexed: 05/18/2023]
Abstract
Soybean (Glycine max Merr.) is the world's most widely grown legume and provides an important source of protein and oil. Improvement of seed quality requires deep insights into the genetic regulation of seed development. The endosperm serves as a temporary source of nutrients that are transported from maternal to filial tissues, and it also generates signals for proper embryo formation. Endosperm cell death is associated with the processes of nutrient transfer and embryo expansion. The bHLH domain transcription factor AtZHOUPI (AtZOU) plays a key role in both the lysis of the transient endosperm and the formation of embryo cuticle in Arabidopsis thaliana. There are two copies of soybean GmZOU (GmZOU-1 and GmZOU-2), which fall into the same phylogenetic clade as AtZOU. These two copies share the same transcription orientation and are the result of tandem duplication. The expression of GmZOUs is limited to the endosperm, where it peaks during the heart embryo stage. When the exogenous GmZOU-1 and GmZOU-2 were expressed in the zou-4 mutant of Arabidopsis, only GmZOU-1 partially complemented the zou mutant phenotype, as indicated by endosperm breakdown and embryo cuticle formation in the transgenic lines. This research confirmed that the GmZOU-1 is a ZOU ortholog that may be responsible for endosperm breakdown and embryo cuticle formation in soybean.
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Affiliation(s)
| | | | - Suxin Yang
- *Correspondence: Suxin Yang, Xianzhong Feng,
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26
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Chen L, An Y, Li YX, Li C, Shi Y, Song Y, Zhang D, Wang T, Li Y. Candidate Loci for Yield-Related Traits in Maize Revealed by a Combination of MetaQTL Analysis and Regional Association Mapping. FRONTIERS IN PLANT SCIENCE 2017; 8:2190. [PMID: 29312420 PMCID: PMC5744402 DOI: 10.3389/fpls.2017.02190] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Accepted: 12/12/2017] [Indexed: 05/05/2023]
Abstract
Maize grain yield and related traits are complex and are controlled by a large number of genes of small effect or quantitative trait loci (QTL). Over the years, a large number of yield-related QTLs have been identified in maize and deposited in public databases. However, integrating and re-analyzing these data and mining candidate loci for yield-related traits has become a major issue in maize. In this study, we collected information on QTLs conferring maize yield-related traits from 33 published studies. Then, 999 of these QTLs were iteratively projected and subjected to meta-analysis to obtain metaQTLs (MQTLs). A total of 76 MQTLs were found across the maize genome. Based on a comparative genomics strategy, several maize orthologs of rice yield-related genes were identified in these MQTL regions. Furthermore, three potential candidate genes (Gene ID: GRMZM2G359974, GRMZM2G301884, and GRMZM2G083894) associated with kernel size and weight within three MQTL regions were identified using regional association mapping, based on the results of the meta-analysis. This strategy, combining MQTL analysis and regional association mapping, is helpful for functional marker development and rapid identification of candidate genes or loci.
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27
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Daneva A, Gao Z, Van Durme M, Nowack MK. Functions and Regulation of Programmed Cell Death in Plant Development. Annu Rev Cell Dev Biol 2016; 32:441-468. [PMID: 27298090 DOI: 10.1146/annurev-cellbio-111315-124915] [Citation(s) in RCA: 133] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Programmed cell death (PCD) is a collective term for diverse processes causing an actively induced, tightly controlled cellular suicide. PCD has a multitude of functions in the development and health of multicellular organisms. In comparison to intensively studied forms of animal PCD such as apoptosis, our knowledge of the regulation of PCD in plants remains limited. Despite the importance of PCD in plant development and as a response to biotic and abiotic stresses, the complex molecular networks controlling different forms of plant PCD are only just beginning to emerge. With this review, we provide an update on the considerable progress that has been made over the last decade in our understanding of PCD as an inherent part of plant development. We highlight both functions of developmental PCD and central aspects of its molecular regulation.
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Affiliation(s)
- Anna Daneva
- Department of Plant Systems Biology, VIB, B-9052 Ghent, Belgium; .,Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium
| | - Zhen Gao
- Department of Plant Systems Biology, VIB, B-9052 Ghent, Belgium; .,Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium
| | - Matthias Van Durme
- Department of Plant Systems Biology, VIB, B-9052 Ghent, Belgium; .,Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium
| | - Moritz K Nowack
- Department of Plant Systems Biology, VIB, B-9052 Ghent, Belgium; .,Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Ghent, Belgium
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