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Barrios A, Gaggion N, Mansilla N, Blein T, Sorin C, Lucero L, Ferrante E, Crespi M, Ariel F. The transcription factor NF-YA10 determines the area explored by Arabidopsis thaliana roots and directly regulates LAZY genes. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2025; 121:e70016. [PMID: 40051141 PMCID: PMC11885863 DOI: 10.1111/tpj.70016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Figures] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Accepted: 01/17/2025] [Indexed: 03/10/2025]
Abstract
Root developmental plasticity relies on transcriptional reprogramming, which largely depends on the activity of transcription factors (TFs). NF-YA2 and NF-YA10 (nuclear factor A2 and A10) are downregulated by the specific miRNA isoform miR169defg. Here, we analyzed the role of the Arabidopsis thaliana TF NF-YA10 in the regulation of lateral root (LR) development. Plants expressing a version of NF-YA10 resistant to miR169 cleavage showed a perturbation in the LR gravitropic response. By extracting several features of root architecture using an improved version of the ChronoRoot deep-learning-based phenotyping system, we uncovered that these plants showed a differential angle of LRs over time when compared to Col-0. Detailed phenotyping of root growth dynamics revealed that NF-YA10 misregulation modulates the area explored by Arabidopsis roots. Furthermore, we found that NF-YA10 directly regulates LAZY genes, which were previously linked to gravitropism, by targeting their promoter regions. Hence, the TF NF-YA10 is a new element in the control of LR bending and root system architecture.
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Affiliation(s)
- Andana Barrios
- Institute of Plant Sciences Paris Saclay IPS2, CNRS, INRAUniversité Evry, Université Paris‐SaclayBâtiment 630Orsay91405France
- Institute of Plant Sciences Paris‐Saclay IPS2Université de ParisBâtiment 630Orsay91405France
- Instituto de Agrobiotecnología del Litoral, CONICETUniversidad Nacional del LitoralColectora Ruta Nacional 168 km 0Santa Fe3000Argentina
| | - Nicolas Gaggion
- APOLO BiotechSanta Fe de la Vera CruzSanta FeArgentina
- Instituto de Fisiología, Biología Molecular y Neurociencias (IFIBYNE)CONICET‐Universidad de Buenos AiresBuenos AiresC1428EHAArgentina
| | - Natanael Mansilla
- APOLO BiotechSanta Fe de la Vera CruzSanta FeArgentina
- Facultad de Bioquímica y Ciencias Biológicas Universidad Nacional del LitoralSanta FeArgentina
| | - Thomas Blein
- Institute of Plant Sciences Paris Saclay IPS2, CNRS, INRAUniversité Evry, Université Paris‐SaclayBâtiment 630Orsay91405France
- Institute of Plant Sciences Paris‐Saclay IPS2Université de ParisBâtiment 630Orsay91405France
| | - Céline Sorin
- Institute of Plant Sciences Paris Saclay IPS2, CNRS, INRAUniversité Evry, Université Paris‐SaclayBâtiment 630Orsay91405France
- Institute of Plant Sciences Paris‐Saclay IPS2Université de ParisBâtiment 630Orsay91405France
| | - Leandro Lucero
- Instituto de Agrobiotecnología del Litoral, CONICETUniversidad Nacional del LitoralColectora Ruta Nacional 168 km 0Santa Fe3000Argentina
| | - Enzo Ferrante
- Instituto de Ciencias de la ComputaciónCONICET‐Universidad de Buenos AiresBuenos AiresC1428EHAArgentina
| | - Martin Crespi
- Institute of Plant Sciences Paris Saclay IPS2, CNRS, INRAUniversité Evry, Université Paris‐SaclayBâtiment 630Orsay91405France
- Institute of Plant Sciences Paris‐Saclay IPS2Université de ParisBâtiment 630Orsay91405France
| | - Federico Ariel
- Instituto de Fisiología, Biología Molecular y Neurociencias (IFIBYNE)CONICET‐Universidad de Buenos AiresBuenos AiresC1428EHAArgentina
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2
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Caselli F, Ferrario C, Beretta VM, Tondepu SAG, Dumas R, Herrera‐Ubaldo H, de Folter S, Kater MM, Gregis V. Behind phyllotaxis, within the meristem: a REM-ARF complex shapes inflorescence in Arabidopsis thaliana. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2025; 121:e70041. [PMID: 40025809 PMCID: PMC11873677 DOI: 10.1111/tpj.70041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 12/04/2024] [Accepted: 01/27/2025] [Indexed: 03/04/2025]
Abstract
Inflorescence architecture is established during the early stages of reproductive development and depends on the activity and identity of meristems. In Arabidopsis thaliana, the floral meristems (FMs), which will develop into flowers, arise with precise spatiotemporal regulation from the inflorescence meristem (IM). The outcome of this process is a geometrically organized structure characterized by a reiterated pattern called phyllotaxis, in which successive organs arise at specific divergence angles of 137.5°. Here we show that REM34 and REM35 transcription factors control phyllotactic patterning through cooperative interaction with ARF7 and ARF19, influencing the cell cycle rate and thus the IM dimension. Our proposed model suggests that ARF7 and ARF19, whose activity is triggered by auxin accumulation, interact with REM34 and REM35 to regulate two auxin-induced genes, LBD18 and PUCHI, whose mutants phenocopy the permutated phyllotactic pattern of rem34 rem35 and arf7 arf19. This complex also restricts cell cycling activity to specific areas of the meristem, indirectly determining its dimension and ultimately establishing FM positioning and phyllotaxis. Reiterative patterns are found in morphogenetic processes of complex organisms, and phyllotaxis has been employed to understand the mechanisms behind this regularity. Our research broadens the knowledge on this mechanism which is also strictly correlated with yield.
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Affiliation(s)
- Francesca Caselli
- Dipartimento di BioscienzeUniversità degli Studi di MilanoMilano20133Italy
| | - Carlotta Ferrario
- Dipartimento di BioscienzeUniversità degli Studi di MilanoMilano20133Italy
| | | | - Sri Amarnadh Gupta Tondepu
- Dipartimento di BioscienzeUniversità degli Studi di MilanoMilano20133Italy
- Present address:
Department of Biology and Biotechnology “L. Spallanzani”University of PaviaVia Adolfo Ferrata 9Pavia27100Italy
| | - Renaud Dumas
- Laboratoire Physiologie Cellulaire et Végétale, Département de Biologie Structurale et Cellulaire IntégréeUniversité Grenoble Alpes, Centre national de la recherche scientifique, Commissariat à l'énergie atomique et aux énergies alternatives, Institut national de recherche pour l'agriculture, l'alimentation et l'environnementGrenobleF‐38054France
| | - Humberto Herrera‐Ubaldo
- Unidad de Genómica Avanzada (UGA‐Langebio)Centro de Investigación y de Estudios Avanzados del Instituto Politécnico NacionalIrapuatoMexico
- Present address:
Department of Plant SciencesUniversity of CambridgeCambridgeCB2 3EAUK
| | - Stefan de Folter
- Unidad de Genómica Avanzada (UGA‐Langebio)Centro de Investigación y de Estudios Avanzados del Instituto Politécnico NacionalIrapuatoMexico
| | - Martin M. Kater
- Dipartimento di BioscienzeUniversità degli Studi di MilanoMilano20133Italy
| | - Veronica Gregis
- Dipartimento di BioscienzeUniversità degli Studi di MilanoMilano20133Italy
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3
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Coll NS, Moreno-Risueno M, Strader LC, Goodnight AV, Sozzani R. Advancing our understanding of root development: Technologies and insights from diverse studies. PLANT PHYSIOLOGY 2025; 197:kiae605. [PMID: 39688896 DOI: 10.1093/plphys/kiae605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Accepted: 10/17/2024] [Indexed: 12/18/2024]
Abstract
Understanding root development is critical for enhancing plant growth and health, and advanced technologies are essential for unraveling the complexities of these processes. In this review, we highlight select technological innovations in the study of root development, with a focus on the transformative impact of single-cell gene expression analysis. We provide a high-level overview of recent advancements, illustrating how single-cell RNA sequencing (scRNA-seq) has become a pivotal tool in plant biology. scRNA-seq has revolutionized root biology by enabling detailed, cell-specific analysis of gene expression. This has allowed researchers to create comprehensive root atlases, predict cell development, and map gene regulatory networks (GRNs) with unprecedented precision. Complementary technologies, such as multimodal profiling and bioinformatics, further enrich our understanding of cellular dynamics and gene interactions. Innovations in imaging and modeling, combined with genetic tools like CRISPR, continue to deepen our knowledge of root formation and function. Moreover, the integration of these technologies with advanced biosensors and microfluidic devices has advanced our ability to study plant-microbe interactions and phytohormone signaling at high resolution. These tools collectively provide a more comprehensive understanding of root system architecture and its regulation by environmental factors. As these technologies evolve, they promise to drive further breakthroughs in plant science, with substantial implications for agriculture and sustainability.
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Affiliation(s)
- Núria S Coll
- Centre for Research in Agricultural Genomics (CRAG), CSIC-IRTA-UAB-UB, Campus UAB, Bellaterra 08193, Barcelona, Spain
- Department of Genetics, Universitat de Barcelona, Barcelona 08028, Spain
| | - Miguel Moreno-Risueno
- Centro de Biotecnología y Genómica de Plantas (Universidad Politécnica de Madrid (UPM), Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria-CSIC (INIA-CSIC)), 28223 Madrid, Spain
| | - Lucia C Strader
- Department of Biology, Duke University, Durham, NC 27708, USA
| | - Alexandra V Goodnight
- N.C. Plant Sciences Initiative, North Carolina State University, Raleigh, NC 27607, USA
| | - Rosangela Sozzani
- N.C. Plant Sciences Initiative, North Carolina State University, Raleigh, NC 27607, USA
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC 27607, USA
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4
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Yalamanchili K, Vermeer JEM, Scheres B, Willemsen V. Shaping root architecture: towards understanding the mechanisms involved in lateral root development. Biol Direct 2024; 19:87. [PMID: 39358783 PMCID: PMC11447941 DOI: 10.1186/s13062-024-00535-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 09/17/2024] [Indexed: 10/04/2024] Open
Abstract
Plants have an amazing ability to adapt to their environment, and this extends beyond biochemical responses and includes developmental changes that help them better exploit resources and survive. The plasticity observed in individual plant morphology is associated with robust developmental pathways that are influenced by environmental factors. However, there is still much to learn about the mechanisms behind the formation of the root system. In Arabidopsis thaliana, the root system displays a hierarchical structure with primary and secondary roots. The process of lateral root (LR) organogenesis involves multiple steps, including LR pre-patterning, LR initiation, LR outgrowth, and LR emergence. The study of root developmental plasticity in Arabidopsis has led to significant progress in understanding the mechanisms governing lateral root formation. The importance of root system architecture lies in its ability to shape the distribution of roots in the soil, which affects the plant's ability to acquire nutrients and water. In Arabidopsis, lateral roots originate from pericycle cells adjacent to the xylem poles known as the xylem-pole-pericycle (XPP). The positioning of LRs along the primary root is underpinned by a repetitive pre-patterning mechanism that establishes primed sites for future lateral root formation. In a subset of primed cells, the memory of a transient priming stimulus leads to the formation of stable pre-branch sites and the establishment of founder cell identity. These founder cells undergo a series of highly organized periclinal and anticlinal cell divisions and expansion to form lateral root primordia. Subsequently, LRP emerges through three overlying cell layers of the primary root, giving rise to fully developed LRs. In addition to LRs Arabidopsis can also develop adventitious lateral roots from the primary root in response to specific stress signals such as wounding or environmental cues. Overall, this review creates an overview of the mechanisms governing root lateral root formation which can be a stepping stone to improved crop yields and a better understanding of plant adaptation to changing environments.
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Affiliation(s)
- Kavya Yalamanchili
- Cluster of Plant Developmental Biology, Laboratory of Cell and Developmental Biology, Wageningen University & Research, 6708 PB, Wageningen, The Netherlands
| | - Joop E M Vermeer
- Laboratory of Molecular and Cellular Biology, University of Neuchâtel, 2000, Neuchâtel, Switzerland
| | - Ben Scheres
- Cluster of Plant Developmental Biology, Laboratory of Cell and Developmental Biology, Wageningen University & Research, 6708 PB, Wageningen, The Netherlands
| | - Viola Willemsen
- Cluster of Plant Developmental Biology, Laboratory of Cell and Developmental Biology, Wageningen University & Research, 6708 PB, Wageningen, The Netherlands.
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5
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de Jesus Vieira Teixeira C, Bellande K, van der Schuren A, O'Connor D, Hardtke CS, Vermeer JEM. An atlas of Brachypodium distachyon lateral root development. Biol Open 2024; 13:bio060531. [PMID: 39158386 PMCID: PMC11391822 DOI: 10.1242/bio.060531] [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] [Received: 05/08/2024] [Accepted: 08/05/2024] [Indexed: 08/20/2024] Open
Abstract
The root system of plants is a vital part for successful development and adaptation to different soil types and environments. A major determinant of the shape of a plant root system is the formation of lateral roots, allowing for expansion of the root system. Arabidopsis thaliana, with its simple root anatomy, has been extensively studied to reveal the genetic program underlying root branching. However, to get a more general understanding of lateral root development, comparative studies in species with a more complex root anatomy are required. Here, by combining optimized clearing methods and histology, we describe an atlas of lateral root development in Brachypodium distachyon, a wild, temperate grass species. We show that lateral roots initiate from enlarged phloem pole pericycle cells and that the overlying endodermis reactivates its cell cycle and eventually forms the root cap. In addition, auxin signaling reported by the DR5 reporter was not detected in the phloem pole pericycle cells or young primordia. In contrast, auxin signaling was activated in the overlying cortical cell layers, including the exodermis. Thus, Brachypodium is a valuable model to investigate how signaling pathways and cellular responses have been repurposed to facilitate lateral root organogenesis.
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Affiliation(s)
| | - Kevin Bellande
- Laboratory of Molecular and Cell Biology, Institute of Biology, University of Neuchâtel, 2000 Neuchâtel, Switzerland
- IPSiM, University of Montpellier, CNRS, INRAE, Institut Agro, 34060 Montpellier, France
| | - Alja van der Schuren
- Department of Plant Molecular Biology, University of Lausanne, 1015 Lausanne, Switzerland
| | - Devin O'Connor
- Sainsbury Lab, University of Cambridge, CB2 1LR Cambridge, UK
| | - Christian S. Hardtke
- Department of Plant Molecular Biology, University of Lausanne, 1015 Lausanne, Switzerland
| | - Joop E. M Vermeer
- Laboratory of Molecular and Cell Biology, Institute of Biology, University of Neuchâtel, 2000 Neuchâtel, Switzerland
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6
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Kevei Z, Larriba E, Romero-Bosquet MD, Nicolás-Albujer M, Kurowski TJ, Mohareb F, Rickett D, Pérez-Pérez JM, Thompson AJ. Genes involved in auxin biosynthesis, transport and signalling underlie the extreme adventitious root phenotype of the tomato aer mutant. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2024; 137:76. [PMID: 38459215 PMCID: PMC10923741 DOI: 10.1007/s00122-024-04570-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 01/30/2024] [Indexed: 03/10/2024]
Abstract
The use of tomato rootstocks has helped to alleviate the soaring abiotic stresses provoked by the adverse effects of climate change. Lateral and adventitious roots can improve topsoil exploration and nutrient uptake, shoot biomass and resulting overall yield. It is essential to understand the genetic basis of root structure development and how lateral and adventitious roots are produced. Existing mutant lines with specific root phenotypes are an excellent resource to analyse and comprehend the molecular basis of root developmental traits. The tomato aerial roots (aer) mutant exhibits an extreme adventitious rooting phenotype on the primary stem. It is known that this phenotype is associated with restricted polar auxin transport from the juvenile to the more mature stem, but prior to this study, the genetic loci responsible for the aer phenotype were unknown. We used genomic approaches to define the polygenic nature of the aer phenotype and provide evidence that increased expression of specific auxin biosynthesis, transport and signalling genes in different loci causes the initiation of adventitious root primordia in tomato stems. Our results allow the selection of different levels of adventitious rooting using molecular markers, potentially contributing to rootstock breeding strategies in grafted vegetable crops, especially in tomato. In crops vegetatively propagated as cuttings, such as fruit trees and cane fruits, orthologous genes may be useful for the selection of cultivars more amenable to propagation.
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Affiliation(s)
- Zoltan Kevei
- Centre for Soil, AgriFood and Biosciences, Cranfield University, College Road, Bedfordshire, MK43 0AL, UK.
| | - Eduardo Larriba
- Instituto de Bioingeniería, Universidad Miguel Hernández, 03202, Elche, Spain
| | | | | | - Tomasz J Kurowski
- Centre for Soil, AgriFood and Biosciences, Cranfield University, College Road, Bedfordshire, MK43 0AL, UK
| | - Fady Mohareb
- Centre for Soil, AgriFood and Biosciences, Cranfield University, College Road, Bedfordshire, MK43 0AL, UK
| | - Daniel Rickett
- Syngenta Crop Protection, Jealott's Hill International Research Centre, Bracknell Berkshire, RG42 6EY, UK
| | | | - Andrew J Thompson
- Centre for Soil, AgriFood and Biosciences, Cranfield University, College Road, Bedfordshire, MK43 0AL, UK
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7
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Roulé T, Legascue MF, Barrios A, Gaggion N, Crespi M, Ariel F, Blein T. The long intergenic noncoding RNA ARES modulates root architecture in Arabidopsis. IUBMB Life 2023; 75:880-892. [PMID: 37409758 DOI: 10.1002/iub.2761] [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: 07/06/2022] [Accepted: 05/24/2023] [Indexed: 07/07/2023]
Abstract
Long noncoding RNAs (lncRNAs) have emerged as important regulators of gene expression in plants. They have been linked to a wide range of molecular mechanisms, including epigenetics, miRNA activity, RNA processing and translation, and protein localization or stability. In Arabidopsis, characterized lncRNAs have been implicated in several physiological contexts, including plant development and the response to the environment. Here we searched for lncRNA loci located nearby key genes involved in root development and identified the lncRNA ARES (AUXIN REGULATOR ELEMENT DOWNSTREAM SOLITARYROOT) downstream of the lateral root master gene IAA14/SOLITARYROOT (SLR). Although ARES and IAA14 are co-regulated during development, the knockdown and knockout of ARES did not affect IAA14 expression. However, in response to exogenous auxin, ARES knockdown impairs the induction of its other neighboring gene encoding the transcription factor NF-YB3. Furthermore, knockdown/out of ARES results in a root developmental phenotype in control conditions. Accordingly, a transcriptomic analysis revealed that a subset of ARF7-dependent genes is deregulated. Altogether, our results hint at the lncRNA ARES as a novel regulator of the auxin response governing lateral root development, likely by modulating gene expression in trans.
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Affiliation(s)
- Thomas Roulé
- Institute of Plant Sciences Paris Saclay IPS2, CNRS, INRA, Université Evry, Université Paris-Saclay, Gif-sur-Yvette, France
- Institute of Plant Sciences Paris-Saclay IPS2, Université de Paris, Gif-sur-Yvette, France
| | - María Florencia Legascue
- Instituto de Agrobiotecnología del Litoral, CONICET, Universidad Nacional del Litoral, Santa Fe, Argentina
| | - Andana Barrios
- Institute of Plant Sciences Paris Saclay IPS2, CNRS, INRA, Université Evry, Université Paris-Saclay, Gif-sur-Yvette, France
- Institute of Plant Sciences Paris-Saclay IPS2, Université de Paris, Gif-sur-Yvette, France
- Instituto de Agrobiotecnología del Litoral, CONICET, Universidad Nacional del Litoral, Santa Fe, Argentina
| | - Nicolás Gaggion
- Institute for Signals, Systems and Computational Intelligence, sinc(i) CONICET-Universidad Nacional del Litoral, Santa Fe, Argentina
| | - Martin Crespi
- Institute of Plant Sciences Paris Saclay IPS2, CNRS, INRA, Université Evry, Université Paris-Saclay, Gif-sur-Yvette, France
- Institute of Plant Sciences Paris-Saclay IPS2, Université de Paris, Gif-sur-Yvette, France
| | - Federico Ariel
- Instituto de Agrobiotecnología del Litoral, CONICET, Universidad Nacional del Litoral, Santa Fe, Argentina
| | - Thomas Blein
- Institute of Plant Sciences Paris Saclay IPS2, CNRS, INRA, Université Evry, Université Paris-Saclay, Gif-sur-Yvette, France
- Institute of Plant Sciences Paris-Saclay IPS2, Université de Paris, Gif-sur-Yvette, France
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8
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Fehér A. A Common Molecular Signature Indicates the Pre-Meristematic State of Plant Calli. Int J Mol Sci 2023; 24:13122. [PMID: 37685925 PMCID: PMC10488067 DOI: 10.3390/ijms241713122] [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: 07/29/2023] [Revised: 08/20/2023] [Accepted: 08/21/2023] [Indexed: 09/10/2023] Open
Abstract
In response to different degrees of mechanical injury, certain plant cells re-enter the division cycle to provide cells for tissue replenishment, tissue rejoining, de novo organ formation, and/or wound healing. The intermediate tissue formed by the dividing cells is called a callus. Callus formation can also be induced artificially in vitro by wounding and/or hormone (auxin and cytokinin) treatments. The callus tissue can be maintained in culture, providing starting material for de novo organ or embryo regeneration and thus serving as the basis for many plant biotechnology applications. Due to the biotechnological importance of callus cultures and the scientific interest in the developmental flexibility of somatic plant cells, the initial molecular steps of callus formation have been studied in detail. It was revealed that callus initiation can follow various ways, depending on the organ from which it develops and the inducer, but they converge on a seemingly identical tissue. It is not known, however, if callus is indeed a special tissue with a defined gene expression signature, whether it is a malformed meristem, or a mass of so-called "undifferentiated" cells, as is mostly believed. In this paper, I review the various mechanisms of plant regeneration that may converge on callus initiation. I discuss the role of plant hormones in the detour of callus formation from normal development. Finally, I compare various Arabidopsis gene expression datasets obtained a few days, two weeks, or several years after callus induction and identify 21 genes, including genes of key transcription factors controlling cell division and differentiation in meristematic regions, which were upregulated in all investigated callus samples. I summarize the information available on all 21 genes that point to the pre-meristematic nature of callus tissues underlying their wide regeneration potential.
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Affiliation(s)
- Attila Fehér
- Institute of Plant Biology, Biological Research Centre, 62 Temesvári Körút, 6726 Szeged, Hungary; or
- Department of Plant Biology, University of Szeged, 52 Közép Fasor, 6726 Szeged, Hungary
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9
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Spies FP, Perotti MF, Cho Y, Jo CI, Hong JC, Chan RL. A complex tissue-specific interplay between the Arabidopsis transcription factors AtMYB68, AtHB23, and AtPHL1 modulates primary and lateral root development and adaptation to salinity. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2023; 115:952-966. [PMID: 37165773 DOI: 10.1111/tpj.16273] [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: 12/18/2022] [Accepted: 04/25/2023] [Indexed: 05/12/2023]
Abstract
Adaptation to different soil conditions is a well-regulated process vital for plant life. AtHB23 is a homeodomain-leucine zipper I transcription factor (TF) that was previously revealed as crucial for plant survival under salinity conditions. We wondered whether this TF has partners to perform this essential function. Therefore, TF cDNA library screening, yeast two-hybrid, bimolecular fluorescence complementation, and coimmunoprecipitation assays were complemented with expression analyses and phenotypic characterization of silenced, mutant, overexpression, and crossed plants in normal and salinity conditions. We revealed that AtHB23, AtPHL1, and AtMYB68 interact with each other, modulating root development and the salinity response. The encoding genes are coexpressed in specific root tissues and at specific developmental stages. In normal conditions, amiR68 silenced plants have fewer initiated roots, the opposite phenotype to that shown by amiR23 plants. AtMYB68 and AtPHL1 play opposite roles in lateral root elongation. Under salinity conditions, AtHB23 plays a crucial positive role in cooperating with AtMYB68, whereas AtPHL1 acts oppositely by obstructing the function of the former, impacting the plant's survival ability. Such interplay supports the complex interaction between these TF in primary and lateral roots. The root adaptation capability is associated with the amyloplast state. We identified new molecular players that through a complex relationship determine Arabidopsis root architecture and survival in salinity conditions.
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Affiliation(s)
- Fiorella Paola Spies
- Instituto de Agrobiotecnología del Litoral, CONICET, Universidad Nacional del Litoral, FBCB, Colectora Ruta Nacional 168 km 0, 3000, Santa Fe, Argentina
| | - María Florencia Perotti
- Instituto de Agrobiotecnología del Litoral, CONICET, Universidad Nacional del Litoral, FBCB, Colectora Ruta Nacional 168 km 0, 3000, Santa Fe, Argentina
| | - Yuhan Cho
- Division of Life Science, Applied Life Science (BK21 Four), Plant Molecular Biology and Biotechnology Research Center, Gyeongsang National University, Jinju, Gyeongnam, 52828, South Korea
| | - Chang Ig Jo
- Division of Life Science, Applied Life Science (BK21 Four), Plant Molecular Biology and Biotechnology Research Center, Gyeongsang National University, Jinju, Gyeongnam, 52828, South Korea
| | - Jong Chan Hong
- Division of Life Science, Applied Life Science (BK21 Four), Plant Molecular Biology and Biotechnology Research Center, Gyeongsang National University, Jinju, Gyeongnam, 52828, South Korea
- Division of Plant Sciences, University of Missouri, Columbia, South Carolina, MO 65211-7310, USA
| | - Raquel Lía Chan
- Instituto de Agrobiotecnología del Litoral, CONICET, Universidad Nacional del Litoral, FBCB, Colectora Ruta Nacional 168 km 0, 3000, Santa Fe, Argentina
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10
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El Mamoun I, Bouzroud S, Zouine M, Smouni A. The Knockdown of AUXIN RESPONSE FACTOR 2 Confers Enhanced Tolerance to Salt and Drought Stresses in Tomato ( Solanum lycopersicum L.). PLANTS (BASEL, SWITZERLAND) 2023; 12:2804. [PMID: 37570958 PMCID: PMC10420960 DOI: 10.3390/plants12152804] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 07/19/2023] [Accepted: 07/25/2023] [Indexed: 08/13/2023]
Abstract
Auxin response factors (ARFs) act as key elements of the auxin-signaling pathway and play important roles in the process of a plant's growth, development, and response to environmental conditions. We studied the implication of the SlARF2 gene in the tomato response to salt (150 mM of NaCl) and drought (15% PEG 20000) stresses. The functional characterization of SlARF2 knockdown tomato mutants revealed that the downregulation of this gene enhanced primary root length and root branching and reduced plant wilting. At the physiological level, the arf2 mutant line displayed higher chlorophyll, soluble sugars, proline, and relative water contents as well as lower stomatal conductance and a decreased malondialdehyde content. Moreover, SlARF2 knockdown tomato mutants demonstrated higher activities of the antioxidant enzymes superoxide dismutase (SOD) and catalase (CAT) under salt and drought stresses than the wild type. Indeed, the stress tolerance of the arf2 mutant was also reflected by the upregulation of stress-related genes involved in ROS scavenging and plant defense, including SOD, CAT, dehydration-responsive element-binding protein, and early responsive to dehydration, which can ultimately result in a better resistance to salt and drought stresses. Furthermore, the transcriptional levels of the Δ1-pyrroline-5-carboxylate synthase (P5CS) gene were upregulated in the arf2 mutant after stress, in correlation with the higher levels of proline. Taken together, our findings reveal that SlARF2 is implicated in salt and drought tolerance in tomato and provides some considerable elements for improving the abiotic stress tolerance and increasing the crop yields of tomato.
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Affiliation(s)
- Ibtihaj El Mamoun
- Laboratoire de Biotechnologie et de Physiologie Végétales, Center of Plant and Microbial Biotechnology, Biodiversity and Environment, Faculty of Sciences, Mohammed V University in Rabat, Rabat 10000, Morocco;
- Laboratoire de Recherche en Sciences Végétales, UMR5546, Université de Toulouse, Centre National de la Recherche Scientifique (CNRS), Université Toulouse Paul Sabatier (UPS), Toulouse-INP, 31320 Auzeville-Tolosane, France
| | - Sarah Bouzroud
- Microbiology and Molecular Biology Team, Center of Plant and Microbial Biotechnology, Biodiversity and Environment, Faculty of Sciences, Mohammed V University in Rabat, Rabat 10000, Morocco;
| | - Mohamed Zouine
- Laboratoire de Recherche en Sciences Végétales, UMR5546, Université de Toulouse, Centre National de la Recherche Scientifique (CNRS), Université Toulouse Paul Sabatier (UPS), Toulouse-INP, 31320 Auzeville-Tolosane, France
| | - Abdelaziz Smouni
- Laboratoire de Biotechnologie et de Physiologie Végétales, Center of Plant and Microbial Biotechnology, Biodiversity and Environment, Faculty of Sciences, Mohammed V University in Rabat, Rabat 10000, Morocco;
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11
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Qin T, Kazim A, Wang Y, Richard D, Yao P, Bi Z, Liu Y, Sun C, Bai J. Root-Related Genes in Crops and Their Application under Drought Stress Resistance—A Review. Int J Mol Sci 2022; 23:ijms231911477. [PMID: 36232779 PMCID: PMC9569943 DOI: 10.3390/ijms231911477] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 09/25/2022] [Accepted: 09/26/2022] [Indexed: 11/16/2022] Open
Abstract
Crop growth and development are frequently affected by biotic and abiotic stresses. The adaptation of crops to stress is mostly achieved by regulating specific genes. The root system is the primary organ for nutrient and water uptake, and has an important role in drought stress response. The improvement of stress tolerance to increase crop yield potential and yield stability is a traditional goal of breeders in cultivar development using integrated breeding methods. An improved understanding of genes that control root development will enable the formulation of strategies to incorporate stress-tolerant genes into breeding for complex agronomic traits and provide opportunities for developing stress-tolerant germplasm. We screened the genes associated with root growth and development from diverse plants including Arabidopsis, rice, maize, pepper and tomato. This paper provides a theoretical basis for the application of root-related genes in molecular breeding to achieve crop drought tolerance by the improvement of root architecture.
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Affiliation(s)
- Tianyuan Qin
- State Key Laboratory of Aridland Crop Science, College of Agronomy, Gansu Agricultural University, Lanzhou 730070, China
| | - Ali Kazim
- National Institute for Genomics and Advanced Biotechnology, National Agricultural Research Centre, Park Road, Islamabad 45500, Pakistan
| | - Yihao Wang
- State Key Laboratory of Aridland Crop Science, College of Agronomy, Gansu Agricultural University, Lanzhou 730070, China
| | - Dormatey Richard
- State Key Laboratory of Aridland Crop Science, College of Agronomy, Gansu Agricultural University, Lanzhou 730070, China
| | - Panfeng Yao
- State Key Laboratory of Aridland Crop Science, College of Agronomy, Gansu Agricultural University, Lanzhou 730070, China
| | - Zhenzhen Bi
- State Key Laboratory of Aridland Crop Science, College of Agronomy, Gansu Agricultural University, Lanzhou 730070, China
| | - Yuhui Liu
- State Key Laboratory of Aridland Crop Science, College of Agronomy, Gansu Agricultural University, Lanzhou 730070, China
| | - Chao Sun
- State Key Laboratory of Aridland Crop Science, College of Agronomy, Gansu Agricultural University, Lanzhou 730070, China
- Correspondence: (C.S.); (J.B.); Tel.: +86-189-9319-8496 (C.S.); +86-181-0942-4020 (J.B.)
| | - Jiangping Bai
- State Key Laboratory of Aridland Crop Science, College of Agronomy, Gansu Agricultural University, Lanzhou 730070, China
- Correspondence: (C.S.); (J.B.); Tel.: +86-189-9319-8496 (C.S.); +86-181-0942-4020 (J.B.)
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12
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Hsieh YH, Wei YH, Lo JC, Pan HY, Yang SY. Arbuscular mycorrhizal symbiosis enhances tomato lateral root formation by modulating CEP2 peptide expression. THE NEW PHYTOLOGIST 2022; 235:292-305. [PMID: 35358343 DOI: 10.1111/nph.18128] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Accepted: 03/10/2022] [Indexed: 06/14/2023]
Abstract
Plant lateral root (LR) growth usually is stimulated by arbuscular mycorrhizal (AM) symbiosis. However, the molecular mechanism is still unclear. We used gene expression analysis, peptide treatment and virus-induced gene alteration assays to demonstrate that C-terminally encoded peptide (CEP2) expression in tomato was downregulated during AM symbiosis to mitigate its negative effect on LR formation through an auxin-related pathway. We showed that enhanced LR density and downregulated CEP2 expression were observed during mycorrhizal symbiosis. Synthetic CEP2 peptide treatment reduced LR density and impaired the expression of genes involved in indole-3-butyric acid (IBA, the precursor of IAA) to IAA conversion, auxin polar transport and the LR-related signaling pathway; however, application of IBA or synthetic auxin 1-naphthaleneacetic acid (NAA) to the roots may rescue both defective LR formation and reduced gene expression. CEP receptor 1 (CEPR1) might be the receptor of CEP2 because its knockdown plants did not respond to CEP2 treatment. Most importantly, the LR density of CEP2 overexpression or knockdown plants could not be further increased by AM inoculation, suggesting that CEP2 was critical for AM-induced LR formation. These results indicated that AM symbiosis may regulate root development by modulating CEP2, which affects the auxin-related pathway.
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Affiliation(s)
- Yu-Heng Hsieh
- Institute of Plant Biology, Department of Life Science, National Taiwan University, Taipei, 10617, Taiwan
| | - Yi-Hsien Wei
- Institute of Plant Biology, Department of Life Science, National Taiwan University, Taipei, 10617, Taiwan
| | - Jui-Chi Lo
- Institute of Plant Biology, Department of Life Science, National Taiwan University, Taipei, 10617, Taiwan
| | - Hsuan-Yu Pan
- Institute of Plant Biology, Department of Life Science, National Taiwan University, Taipei, 10617, Taiwan
| | - Shu-Yi Yang
- Institute of Plant Biology, Department of Life Science, National Taiwan University, Taipei, 10617, Taiwan
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13
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Bellande K, Trinh DC, Gonzalez AA, Dubois E, Petitot AS, Lucas M, Champion A, Gantet P, Laplaze L, Guyomarc’h S. PUCHI represses early meristem formation in developing lateral roots of Arabidopsis thaliana. JOURNAL OF EXPERIMENTAL BOTANY 2022; 73:3496-3510. [PMID: 35224628 PMCID: PMC9162184 DOI: 10.1093/jxb/erac079] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 02/25/2022] [Indexed: 05/21/2023]
Abstract
Lateral root organogenesis is a key process in the development of a plant's root system and its adaptation to the environment. During lateral root formation, an early phase of cell proliferation first produces a four-cell-layered primordium, and only from this stage onwards is a root meristem-like structure, expressing root stem cell niche marker genes, being established in the developing organ. Previous studies reported that the gene regulatory network controlling lateral root formation is organized into two subnetworks whose mutual inhibition may contribute to organ patterning. PUCHI encodes an AP2/ERF transcription factor expressed early during lateral root primordium development and required for correct lateral root formation. To dissect the molecular events occurring during this early phase, we generated time-series transcriptomic datasets profiling lateral root development in puchi-1 mutants and wild types. Transcriptomic and reporter analyses revealed that meristem-related genes were expressed ectopically at early stages of lateral root formation in puchi-1 mutants. We conclude that, consistent with the inhibition of genetic modules contributing to lateral root development, PUCHI represses ectopic establishment of meristematic cell identities at early stages of organ development. These findings shed light on gene network properties that orchestrate correct timing and patterning during lateral root formation.
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Affiliation(s)
| | | | - Anne-Alicia Gonzalez
- Univ Montpellier, CNRS, INSERM, Montpellier, France
- Montpellier GenomiX, France Génomique, Montpellier, France
| | - Emeric Dubois
- Univ Montpellier, CNRS, INSERM, Montpellier, France
- Montpellier GenomiX, France Génomique, Montpellier, France
| | | | - Mikaël Lucas
- DIADE, Univ Montpellier, IRD, Montpellier, France
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14
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Two zinc finger proteins with functions in m 6A writing interact with HAKAI. Nat Commun 2022; 13:1127. [PMID: 35236848 PMCID: PMC8891334 DOI: 10.1038/s41467-022-28753-3] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Accepted: 02/09/2022] [Indexed: 12/30/2022] Open
Abstract
The methyltransferase complex (m6A writer), which catalyzes the deposition of N6-methyladenosine (m6A) in mRNAs, is highly conserved across most eukaryotic organisms, but its components and interactions between them are still far from fully understood. Here, using in vivo interaction proteomics, two HAKAI-interacting zinc finger proteins, HIZ1 and HIZ2, are discovered as components of the Arabidopsis m6A writer complex. HAKAI is required for the interaction between HIZ1 and MTA (mRNA adenosine methylase A). Whilst HIZ1 knockout plants have normal levels of m6A, plants in which it is overexpressed show reduced methylation and decreased lateral root formation. Mutant plants lacking HIZ2 are viable but have an 85% reduction in m6A abundance and show severe developmental defects. Our findings suggest that HIZ2 is likely the plant equivalent of ZC3H13 (Flacc) of the metazoan m6A-METTL Associated Complex. The components of m6A writer and their interactions are still far from fully understood. Here, the authors identify two HAKAI-interacting zinc finger proteins, HIZ1 and HIZ2, as components of the Arabidopsis m6A writer complex, and show that hiz2 mutant plants have an 85% reduction in m6A abundance and severe developmental defects.
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15
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Schroeder MM, Gomez MY, McLain N, Gachomo EW. Bradyrhizobium japonicum IRAT FA3 Alters Arabidopsis thaliana Root Architecture via Regulation of Auxin Efflux Transporters PIN2, PIN3, PIN7, and ABCB19. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2022; 35:215-229. [PMID: 34941379 DOI: 10.1094/mpmi-05-21-0118-r] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Beneficial rhizobacteria can stimulate changes in plant root development. Although root system growth is mediated by multiple factors, the regulated distribution of the phytohormone auxin within root tissues plays a principal role. Auxin transport facilitators help to generate the auxin gradients and maxima that determine root structure. Here, we show that the plant-growth-promoting rhizobacterial strain Bradyrhizobium japonicum IRAT FA3 influences specific auxin efflux transporters to alter Arabidopsis thaliana root morphology. Gene expression profiling of host transcripts in control and B. japonicum-inoculated roots of the wild-type A. thaliana accession Col-0 confirmed upregulation of PIN2, PIN3, PIN7, and ABCB19 with B. japonicum and identified genes potentially contributing to a diverse array of auxin-related responses. Cocultivation of the bacterium with loss-of-function auxin efflux transport mutants revealed that B. japonicum requires PIN3, PIN7, and ABCB19 to increase lateral root development and utilizes PIN2 to reduce primary root length. Accelerated lateral root primordia production due to B. japonicum was not observed in single pin3, pin7, or abcb19 mutants, suggesting independent roles for PIN3, PIN7, and ABCB19 during the plant-microbe interaction. Our work demonstrates B. japonicum's influence over host transcriptional reprogramming during plant interaction with this beneficial microbe and the subsequent alterations to root system architecture.[Formula: see text] Copyright © 2022 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.
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Affiliation(s)
- Mercedes M Schroeder
- Department of Microbiology and Plant Pathology, University of California-Riverside, Riverside, CA 92521, U.S.A
| | - Melissa Y Gomez
- Department of Microbiology and Plant Pathology, University of California-Riverside, Riverside, CA 92521, U.S.A
| | - Nathan McLain
- Department of Microbiology and Plant Pathology, University of California-Riverside, Riverside, CA 92521, U.S.A
| | - Emma W Gachomo
- Department of Microbiology and Plant Pathology, University of California-Riverside, Riverside, CA 92521, U.S.A
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16
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Hernández-Herrera P, Ugartechea-Chirino Y, Torres-Martínez HH, Arzola AV, Chairez-Veloz JE, García-Ponce B, Sánchez MDLP, Garay-Arroyo A, Álvarez-Buylla ER, Dubrovsky JG, Corkidi G. Live Plant Cell Tracking: Fiji plugin to analyze cell proliferation dynamics and understand morphogenesis. PLANT PHYSIOLOGY 2022; 188:846-860. [PMID: 34791452 PMCID: PMC8825436 DOI: 10.1093/plphys/kiab530] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 10/19/2021] [Indexed: 05/13/2023]
Abstract
Arabidopsis (Arabidopsis thaliana) primary and lateral roots (LRs) are well suited for 3D and 4D microscopy, and their development provides an ideal system for studying morphogenesis and cell proliferation dynamics. With fast-advancing microscopy techniques used for live-imaging, whole tissue data are increasingly available, yet present the great challenge of analyzing complex interactions within cell populations. We developed a plugin "Live Plant Cell Tracking" (LiPlaCeT) coupled to the publicly available ImageJ image analysis program and generated a pipeline that allows, with the aid of LiPlaCeT, 4D cell tracking and lineage analysis of populations of dividing and growing cells. The LiPlaCeT plugin contains ad hoc ergonomic curating tools, making it very simple to use for manual cell tracking, especially when the signal-to-noise ratio of images is low or variable in time or 3D space and when automated methods may fail. Performing time-lapse experiments and using cell-tracking data extracted with the assistance of LiPlaCeT, we accomplished deep analyses of cell proliferation and clonal relations in the whole developing LR primordia and constructed genealogical trees. We also used cell-tracking data for endodermis cells of the root apical meristem (RAM) and performed automated analyses of cell population dynamics using ParaView software (also publicly available). Using the RAM as an example, we also showed how LiPlaCeT can be used to generate information at the whole-tissue level regarding cell length, cell position, cell growth rate, cell displacement rate, and proliferation activity. The pipeline will be useful in live-imaging studies of roots and other plant organs to understand complex interactions within proliferating and growing cell populations. The plugin includes a step-by-step user manual and a dataset example that are available at https://www.ibt.unam.mx/documentos/diversos/LiPlaCeT.zip.
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Affiliation(s)
- Paul Hernández-Herrera
- Laboratorio de Imágenes y Visión por Computadora, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cd. de México, C.P. 04510, Mexico
| | - Yamel Ugartechea-Chirino
- Departamento de Ecología Funcional, Instituto de Ecología, Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Universidad Nacional Autónoma de México, Cd. de México, C.P. 04510, Mexico
| | - Héctor H Torres-Martínez
- Departamento de Biología Molecular de Plantas, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cd. de México, C.P. 04510, Mexico
| | - Alejandro V Arzola
- Instituto de Física, Universidad Nacional Autónoma de México, Cd. de México, C.P. 04510, Mexico
| | - José Eduardo Chairez-Veloz
- Departamento de Control Automático, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Cd. de México, C.P. 07350, Mexico
| | - Berenice García-Ponce
- Departamento de Ecología Funcional, Instituto de Ecología, Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Universidad Nacional Autónoma de México, Cd. de México, C.P. 04510, Mexico
| | - María de la Paz Sánchez
- Departamento de Ecología Funcional, Instituto de Ecología, Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Universidad Nacional Autónoma de México, Cd. de México, C.P. 04510, Mexico
| | - Adriana Garay-Arroyo
- Departamento de Ecología Funcional, Instituto de Ecología, Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Universidad Nacional Autónoma de México, Cd. de México, C.P. 04510, Mexico
| | - Elena R Álvarez-Buylla
- Departamento de Ecología Funcional, Instituto de Ecología, Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Universidad Nacional Autónoma de México, Cd. de México, C.P. 04510, Mexico
- Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Cd. de México, C.P. 04510, Mexico
| | - Joseph G Dubrovsky
- Departamento de Biología Molecular de Plantas, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cd. de México, C.P. 04510, Mexico
| | - Gabriel Corkidi
- Laboratorio de Imágenes y Visión por Computadora, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cd. de México, C.P. 04510, Mexico
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17
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Guyomarc'h S, Lucas M, Laplaze L. Postembryonic Organogenesis in Plants: Experimental Induction of New Shoot and Root Organs. Methods Mol Biol 2022; 2395:79-95. [PMID: 34822150 DOI: 10.1007/978-1-0716-1816-5_5] [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] [Indexed: 06/13/2023]
Abstract
Postembryonic organogenesis is a critical component in plant root and shoot development and its adaptation to the environment. Decades of scientific analyses have yielded a wealth of experimental data about the cellular and molecular processes orchestrating the postembryonic formation of new shoot and root organs. Among these, distribution and signaling of the plant hormone auxin play a prominent role. Systems biology approaches are now particularly interesting to study the emerging properties of such complex and dynamic regulatory networks. To fully explore the precise kinetics of these organogenesis processes, efficient protocols for the synchronized induction of shoot and root organogenesis are extremely valuable. Two protocols for shoot and root organ induction are detailed.
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Affiliation(s)
| | - Mikaël Lucas
- DIADE, Univ Montpellier, IRD, CIRAD, Montpellier, France
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18
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Lavenus J, Lucas M. How to Use the TDCor Algorithm to Infer Gene Regulatory Networks from Time Series Transcriptomic Data. Methods Mol Biol 2022; 2395:13-31. [PMID: 34822147 DOI: 10.1007/978-1-0716-1816-5_2] [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] [Indexed: 06/13/2023]
Abstract
Over the last few decades, many genes have been functionally characterized and shown to be involved in various metabolic, developmental, and signaling pathways. However it still remains unclear how all these genes and pathways integrate into a unique regulatory network to coordinate the development and the growth, or the response to the environment. This is why unraveling the topology of gene regulatory networks (GRN) has become central to our understanding of all these processes. The recent advancement of high-throughput methods has provided enormous amount of -omics data. These data can now be exploited for rapid network reconstruction with statistical inference methods. We recently published a new GRN inference algorithm called TDCor which reconstructs GRN from time-series transcriptomic data. The algorithm has been released in the form of an R package. Here, I describe into details how to install and use the package.
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Affiliation(s)
- Julien Lavenus
- DIADE, Univ Montpellier, IRD, CIRAD, Montpellier, France
- Institute of Plant Sciences, University of Bern, Bern, Switzerland
| | - Mikaël Lucas
- DIADE, Univ Montpellier, IRD, CIRAD, Montpellier, France.
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19
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Leftley N, Banda J, Pandey B, Bennett M, Voß U. Uncovering How Auxin Optimizes Root Systems Architecture in Response to Environmental Stresses. Cold Spring Harb Perspect Biol 2021; 13:a040014. [PMID: 33903159 PMCID: PMC8559545 DOI: 10.1101/cshperspect.a040014] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Since colonizing land, plants have developed mechanisms to tolerate a broad range of abiotic stresses that include flooding, drought, high salinity, and nutrient limitation. Roots play a key role acclimating plants to these as their developmental plasticity enables them to grow toward more favorable conditions and away from limiting or harmful stresses. The phytohormone auxin plays a key role translating these environmental signals into developmental outputs. This is achieved by modulating auxin levels and/or signaling, often through cross talk with other hormone signals like abscisic acid (ABA) or ethylene. In our review, we discuss how auxin controls root responses to water, osmotic and nutrient-related stresses, and describe how the synthesis, degradation, transport, and response of this key signaling hormone helps optimize root architecture to maximize resource acquisition while limiting the impact of abiotic stresses.
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Affiliation(s)
- Nicola Leftley
- Plant and Crop Sciences, School of Biosciences, Sutton Bonington Campus, The University of Nottingham, Loughborough LE12 5RD, United Kingdom
| | - Jason Banda
- Plant and Crop Sciences, School of Biosciences, Sutton Bonington Campus, The University of Nottingham, Loughborough LE12 5RD, United Kingdom
| | - Bipin Pandey
- Plant and Crop Sciences, School of Biosciences, Sutton Bonington Campus, The University of Nottingham, Loughborough LE12 5RD, United Kingdom
| | - Malcolm Bennett
- Plant and Crop Sciences, School of Biosciences, Sutton Bonington Campus, The University of Nottingham, Loughborough LE12 5RD, United Kingdom
| | - Ute Voß
- Plant and Crop Sciences, School of Biosciences, Sutton Bonington Campus, The University of Nottingham, Loughborough LE12 5RD, United Kingdom
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20
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Gala HP, Lanctot A, Jean-Baptiste K, Guiziou S, Chu JC, Zemke JE, George W, Queitsch C, Cuperus JT, Nemhauser JL. A single-cell view of the transcriptome during lateral root initiation in Arabidopsis thaliana. THE PLANT CELL 2021; 33:2197-2220. [PMID: 33822225 PMCID: PMC8364244 DOI: 10.1093/plcell/koab101] [Citation(s) in RCA: 88] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 03/31/2021] [Indexed: 05/20/2023]
Abstract
Root architecture is a major determinant of plant fitness and is under constant modification in response to favorable and unfavorable environmental stimuli. Beyond impacts on the primary root, the environment can alter the position, spacing, density, and length of secondary or lateral roots. Lateral root development is among the best-studied examples of plant organogenesis, yet there are still many unanswered questions about its earliest steps. Among the challenges faced in capturing these first molecular events is the fact that this process occurs in a small number of cells with unpredictable timing. Single-cell sequencing methods afford the opportunity to isolate the specific transcriptional changes occurring in cells undergoing this fate transition. Using this approach, we successfully captured the transcriptomes of initiating lateral root primordia in Arabidopsis thaliana and discovered many upregulated genes associated with this process. We developed a method to selectively repress target gene transcription in the xylem pole pericycle cells where lateral roots originate and demonstrated that the expression of several of these targets is required for normal root development. We also discovered subpopulations of cells in the pericycle and endodermal cell files that respond to lateral root initiation, highlighting the coordination across cell files required for this fate transition.
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Affiliation(s)
- Hardik P. Gala
- Department of Biology, University of Washington, Seattle, WA 98195, USA
| | - Amy Lanctot
- Department of Biology, University of Washington, Seattle, WA 98195, USA
- Molecular and Cellular Biology Program, University of Washington, Seattle, WA 98195, USA
| | - Ken Jean-Baptiste
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA
| | - Sarah Guiziou
- Department of Biology, University of Washington, Seattle, WA 98195, USA
| | - Jonah C. Chu
- Department of Biology, University of Washington, Seattle, WA 98195, USA
| | - Joseph E. Zemke
- Department of Biology, University of Washington, Seattle, WA 98195, USA
| | - Wesley George
- Department of Biology, University of Washington, Seattle, WA 98195, USA
| | - Christine Queitsch
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA
| | - Josh T. Cuperus
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA
- Author for correspondence: (J.T.C.); (J.L.N.)
| | - Jennifer L. Nemhauser
- Department of Biology, University of Washington, Seattle, WA 98195, USA
- Author for correspondence: (J.T.C.); (J.L.N.)
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21
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Serrano-Ron L, Perez-Garcia P, Sanchez-Corrionero A, Gude I, Cabrera J, Ip PL, Birnbaum KD, Moreno-Risueno MA. Reconstruction of lateral root formation through single-cell RNA sequencing reveals order of tissue initiation. MOLECULAR PLANT 2021; 14:1362-1378. [PMID: 34062316 PMCID: PMC8338891 DOI: 10.1016/j.molp.2021.05.028] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 05/01/2021] [Accepted: 05/26/2021] [Indexed: 05/13/2023]
Abstract
Postembryonic organogenesis is critical for plant development. Underground, lateral roots (LRs) form the bulk of mature root systems, yet the ontogeny of the LR primordium (LRP) is not clear. In this study, we performed the single-cell RNA sequencing through the first four stages of LR formation in Arabidopsis. Our analysis led to a model in which a single group of precursor cells, with a cell identity different from their pericycle origins, rapidly reprograms and splits into a mixed ground tissue/stem cell niche fate and a vascular precursor fate. The ground tissue and stem cell niche fates soon separate and a subset of more specialized vascular cells form sucrose transporting phloem cells that appear to connect to the primary root. We did not detect cells resembling epidermis or root cap, suggesting that outer tissues may form later, preceding LR emergence. At this stage, some remaining initial precursor cells form the primordium flanks, while the rest create a reservoir of pluripotent cells that are able to replace the LR if damaged. Laser ablation of the central and lateral LRP regions showed that remaining cells restart the sequence of tissue initiation to form a LR. Collectively, our study reveals an ontological hierarchy for LR formation with an early and sequential split of main root tissues and stem cells.
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Affiliation(s)
- Laura Serrano-Ron
- Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid (UPM)-Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Pozuelo de Alarcón, 28223 Madrid, Spain; Departamento de Biotecnología-Biología Vegetal, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid (UPM), 28040 Madrid, Spain
| | - Pablo Perez-Garcia
- Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid (UPM)-Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Pozuelo de Alarcón, 28223 Madrid, Spain.
| | - Alvaro Sanchez-Corrionero
- Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid (UPM)-Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Pozuelo de Alarcón, 28223 Madrid, Spain
| | - Inmaculada Gude
- Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid (UPM)-Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Pozuelo de Alarcón, 28223 Madrid, Spain
| | - Javier Cabrera
- Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid (UPM)-Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Pozuelo de Alarcón, 28223 Madrid, Spain
| | - Pui-Leng Ip
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, NY, USA
| | - Kenneth D Birnbaum
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, NY, USA
| | - Miguel A Moreno-Risueno
- Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid (UPM)-Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Pozuelo de Alarcón, 28223 Madrid, Spain; Departamento de Biotecnología-Biología Vegetal, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid (UPM), 28040 Madrid, Spain.
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22
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Primc A, Maizel A. Understanding lateral root formation, one cell at a time. MOLECULAR PLANT 2021; 14:1229-1231. [PMID: 34216831 DOI: 10.1016/j.molp.2021.06.031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 06/28/2021] [Accepted: 06/28/2021] [Indexed: 05/21/2023]
Affiliation(s)
- Anamarija Primc
- Center for Organismal Studies (COS), University of Heidelberg, Heidelberg, Germany
| | - Alexis Maizel
- Center for Organismal Studies (COS), University of Heidelberg, Heidelberg, Germany.
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23
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Serrano-Ron L, Cabrera J, Perez-Garcia P, Moreno-Risueno MA. Unraveling Root Development Through Single-Cell Omics and Reconstruction of Gene Regulatory Networks. FRONTIERS IN PLANT SCIENCE 2021; 12:661361. [PMID: 34017350 PMCID: PMC8129646 DOI: 10.3389/fpls.2021.661361] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Accepted: 03/25/2021] [Indexed: 05/30/2023]
Abstract
Over the last decades, research on postembryonic root development has been facilitated by "omics" technologies. Among these technologies, microarrays first, and RNA sequencing (RNA-seq) later, have provided transcriptional information on the underlying molecular processes establishing the basis of System Biology studies in roots. Cell fate specification and development have been widely studied in the primary root, which involved the identification of many cell type transcriptomes and the reconstruction of gene regulatory networks (GRN). The study of lateral root (LR) development has not been an exception. However, the molecular mechanisms regulating cell fate specification during LR formation remain largely unexplored. Recently, single-cell RNA-seq (scRNA-seq) studies have addressed the specification of tissues from stem cells in the primary root. scRNA-seq studies are anticipated to be a useful approach to decipher cell fate specification and patterning during LR formation. In this review, we address the different scRNA-seq strategies used both in plants and animals and how we could take advantage of scRNA-seq to unravel new regulatory mechanisms and reconstruct GRN. In addition, we discuss how to integrate scRNA-seq results with previous RNA-seq datasets and GRN. We also address relevant findings obtained through single-cell based studies and how LR developmental studies could be facilitated by scRNA-seq approaches and subsequent GRN inference. The use of single-cell approaches to investigate LR formation could help to decipher fundamental biological mechanisms such as cell memory, synchronization, polarization, or pluripotency.
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Affiliation(s)
| | | | | | - Miguel A. Moreno-Risueno
- Centro de Biotecnología y Genómica de Plantas (Universidad Politécnica de Madrid–Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria), Campus de Montegancedo, Pozuelo de Alarcón, Madrid, Spain
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24
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Fujiwara M, Goh T, Tsugawa S, Nakajima K, Fukaki H, Fujimoto K. Tissue growth constrains root organ outlines into an isometrically scalable shape. Development 2021; 148:148/4/dev196253. [PMID: 33637613 PMCID: PMC7929931 DOI: 10.1242/dev.196253] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2020] [Accepted: 01/11/2021] [Indexed: 11/30/2022]
Abstract
Organ morphologies are diverse but also conserved under shared developmental constraints among species. Any geometrical similarities in the shape behind diversity and the underlying developmental constraints remain unclear. Plant root tip outlines commonly exhibit a dome shape, which likely performs physiological functions, despite the diversity in size and cellular organization among distinct root classes and/or species. We carried out morphometric analysis of the primary roots of ten angiosperm species and of the lateral roots (LRs) of Arabidopsis, and found that each root outline was isometrically scaled onto a parameter-free catenary curve, a stable structure adopted for arch bridges. Using the physical model for bridges, we analogized that localized and spatially uniform occurrence of oriented cell division and expansion force the LR primordia (LRP) tip to form a catenary curve. These growth rules for the catenary curve were verified by tissue growth simulation of developing LRP development based on time-lapse imaging. Consistently, LRP outlines of mutants compromised in these rules were found to deviate from catenary curves. Our analyses demonstrate that physics-inspired growth rules constrain plant root tips to form isometrically scalable catenary curves. Highlighted Article: The dome-shaped outlines of plant root tips converge to a parameter-free catenary curve seen in arch bridges, owing to a constraint from anisotropic and localized tissue growth.
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Affiliation(s)
- Motohiro Fujiwara
- Department of Biological Sciences, Graduate School of Science, Osaka University, Machikaneyama-cho, Toyonaka 560-0043, Japan
| | - Tatsuaki Goh
- Graduate School of Science and Technology, Nara Institute of Science and Technology, Takayama, Ikoma 630-0192, Japan
| | - Satoru Tsugawa
- Graduate School of Science and Technology, Nara Institute of Science and Technology, Takayama, Ikoma 630-0192, Japan
| | - Keiji Nakajima
- Graduate School of Science and Technology, Nara Institute of Science and Technology, Takayama, Ikoma 630-0192, Japan
| | - Hidehiro Fukaki
- Department of Biology, Graduate School of Science, Kobe University, Rokkodai, Kobe 657-8501, Japan
| | - Koichi Fujimoto
- Department of Biological Sciences, Graduate School of Science, Osaka University, Machikaneyama-cho, Toyonaka 560-0043, Japan
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25
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Djerrab D, Bertrand B, Breitler JC, Léran S, Dechamp E, Campa C, Barrachina C, Conejero G, Etienne H, Sulpice R. Photoperiod-dependent transcriptional modifications in key metabolic pathways in Coffea arabica. TREE PHYSIOLOGY 2021; 41:302-316. [PMID: 33080620 PMCID: PMC7874067 DOI: 10.1093/treephys/tpaa130] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 07/20/2020] [Accepted: 09/30/2020] [Indexed: 06/11/2023]
Abstract
Photoperiod length induces in temperate plants major changes in growth rates, morphology and metabolism with, for example, modifications in the partitioning of photosynthates to avoid starvation at the end of long nights. However, this has never been studied for a tropical perennial species adapted to grow in a natural photoperiod close to 12 h/12 h all year long. We grew Coffea arabica L., an understorey perennial evergreen tropical species in its natural 12 h/12 h and in a short 8 h/16 h photoperiod, and we investigated its responses at the physiological, metabolic and transcriptomic levels. The expression pattern of rhythmic genes, including core clock genes, was affected by changes in photoperiod. Overall, we identified 2859 rhythmic genes, of which 89% were also rhythmic in Arabidopsis thaliana L. Under short-days, plant growth was reduced, and leaves were thinner with lower chlorophyll content. In addition, secondary metabolism was also affected with chlorogenic acid and epicatechin levels decreasing, and in agreement, the genes involved in lignin synthesis were overexpressed and those involved in the flavanol pathway were underexpressed. Our results show that the 8 h/16 h photoperiod induces drastic changes in morphology, metabolites and gene expression, and the responses for gene expression are similar to those observed in the temperate annual A. thaliana species. Short photoperiod induces drastic changes in gene expression, metabolites and leaf structure, some of these responses being similar to those observed in A. thaliana.
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Affiliation(s)
- Doâa Djerrab
- Centre de coopération internationale en recherche agronomique pour le développement (CIRAD), UMR IPME, F-34398 Montpellier, France
- UMR IPME, Université de Montpellier, CIRAD, IRD, F-34398 Montpellier, France
| | | | - Jean-Christophe Breitler
- Centre de coopération internationale en recherche agronomique pour le développement (CIRAD), UMR IPME, F-34398 Montpellier, France
- UMR IPME, Université de Montpellier, CIRAD, IRD, F-34398 Montpellier, France
| | - Sophie Léran
- Centre de coopération internationale en recherche agronomique pour le développement (CIRAD), UMR IPME, F-34398 Montpellier, France
- UMR IPME, Université de Montpellier, CIRAD, IRD, F-34398 Montpellier, France
| | - Eveline Dechamp
- Centre de coopération internationale en recherche agronomique pour le développement (CIRAD), UMR IPME, F-34398 Montpellier, France
- UMR IPME, Université de Montpellier, CIRAD, IRD, F-34398 Montpellier, France
| | - Claudine Campa
- UMR IPME, Université de Montpellier, CIRAD, IRD, F-34398 Montpellier, France
- IRD, UMR IPME, F-34394 Montpellier, France
| | - Célia Barrachina
- MGX, Biocampus Montpellier, CNRS, INSERM, University of Montpellier, 34000 Montpellier, France
| | - Geneviève Conejero
- BPMP, University of Montpellier, CNRS, INRAE, Montpellier SupAgro, Montpellier, France
| | - Hervé Etienne
- Centre de coopération internationale en recherche agronomique pour le développement (CIRAD), UMR IPME, F-34398 Montpellier, France
- UMR IPME, Université de Montpellier, CIRAD, IRD, F-34398 Montpellier, France
| | - Ronan Sulpice
- National University of Ireland, Plant Systems Biology Lab, Ryan Institute, School of Natural Sciences, University Road, Galway H91 TK33, Ireland
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26
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Lavarenne J, Gonin M, Champion A, Javelle M, Adam H, Rouster J, Conejéro G, Lartaud M, Verdeil JL, Laplaze L, Sallaud C, Lucas M, Gantet P. Transcriptome profiling of laser-captured crown root primordia reveals new pathways activated during early stages of crown root formation in rice. PLoS One 2020; 15:e0238736. [PMID: 33211715 PMCID: PMC7676735 DOI: 10.1371/journal.pone.0238736] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Accepted: 08/22/2020] [Indexed: 12/04/2022] Open
Abstract
Crown roots constitute the main part of the rice root system. Several key genes involved in crown root initiation and development have been identified by functional genomics approaches. Nevertheless, these approaches are impaired by functional redundancy and mutant lethality. To overcome these limitations, organ targeted transcriptome analysis can help to identify genes involved in crown root formation and early development. In this study, we generated an atlas of genes expressed in developing crown root primordia in comparison with adjacent stem cortical tissue at three different developmental stages before emergence, using laser capture microdissection. We identified 3975 genes differentially expressed in crown root primordia. About 30% of them were expressed at the three developmental stages, whereas 10.5%, 19.5% and 12.8% were specifically expressed at the early, intermediate and late stages, respectively. Sorting them by functional ontology highlighted an active transcriptional switch during the process of crown root primordia formation. Cross-analysis with other rice root development-related datasets revealed genes encoding transcription factors, chromatin remodeling factors, peptide growth factors, and cell wall remodeling enzymes that are likely to play a key role during crown root primordia formation. This atlas constitutes an open primary data resource for further studies on the regulation of crown root initiation and development.
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Affiliation(s)
- Jérémy Lavarenne
- Université de Montpellier, IRD, UMR DIADE, Montpellier, France
- Limagrain Field Seeds, Traits and Technologies, Groupe Limagrain—Centre de Recherche, Route d'Ennezat, Chappes, France
| | - Mathieu Gonin
- Université de Montpellier, IRD, UMR DIADE, Montpellier, France
| | - Antony Champion
- Université de Montpellier, IRD, UMR DIADE, Montpellier, France
| | - Marie Javelle
- Limagrain Field Seeds, Traits and Technologies, Groupe Limagrain—Centre de Recherche, Route d'Ennezat, Chappes, France
| | - Hélène Adam
- Université de Montpellier, IRD, UMR DIADE, Montpellier, France
| | - Jacques Rouster
- Limagrain Field Seeds, Traits and Technologies, Groupe Limagrain—Centre de Recherche, Route d'Ennezat, Chappes, France
| | - Geneviève Conejéro
- CIRAD, UMR1334 AGAP, PHIV-MRI, Montpellier, France
- Université de Montpellier, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
| | - Marc Lartaud
- CIRAD, UMR1334 AGAP, PHIV-MRI, Montpellier, France
- Université de Montpellier, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
| | - Jean-Luc Verdeil
- CIRAD, UMR1334 AGAP, PHIV-MRI, Montpellier, France
- Université de Montpellier, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
| | - Laurent Laplaze
- Université de Montpellier, IRD, UMR DIADE, Montpellier, France
| | - Christophe Sallaud
- Limagrain Field Seeds, Traits and Technologies, Groupe Limagrain—Centre de Recherche, Route d'Ennezat, Chappes, France
| | - Mikael Lucas
- Université de Montpellier, IRD, UMR DIADE, Montpellier, France
| | - Pascal Gantet
- Université de Montpellier, IRD, UMR DIADE, Montpellier, France
- * E-mail:
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27
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Weckwerth W, Ghatak A, Bellaire A, Chaturvedi P, Varshney RK. PANOMICS meets germplasm. PLANT BIOTECHNOLOGY JOURNAL 2020; 18:1507-1525. [PMID: 32163658 PMCID: PMC7292548 DOI: 10.1111/pbi.13372] [Citation(s) in RCA: 63] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2019] [Revised: 02/17/2020] [Accepted: 02/26/2020] [Indexed: 05/14/2023]
Abstract
Genotyping-by-sequencing has enabled approaches for genomic selection to improve yield, stress resistance and nutritional value. More and more resource studies are emerging providing 1000 and more genotypes and millions of SNPs for one species covering a hitherto inaccessible intraspecific genetic variation. The larger the databases are growing, the better statistical approaches for genomic selection will be available. However, there are clear limitations on the statistical but also on the biological part. Intraspecific genetic variation is able to explain a high proportion of the phenotypes, but a large part of phenotypic plasticity also stems from environmentally driven transcriptional, post-transcriptional, translational, post-translational, epigenetic and metabolic regulation. Moreover, regulation of the same gene can have different phenotypic outputs in different environments. Consequently, to explain and understand environment-dependent phenotypic plasticity based on the available genotype variation we have to integrate the analysis of further molecular levels reflecting the complete information flow from the gene to metabolism to phenotype. Interestingly, metabolomics platforms are already more cost-effective than NGS platforms and are decisive for the prediction of nutritional value or stress resistance. Here, we propose three fundamental pillars for future breeding strategies in the framework of Green Systems Biology: (i) combining genome selection with environment-dependent PANOMICS analysis and deep learning to improve prediction accuracy for marker-dependent trait performance; (ii) PANOMICS resolution at subtissue, cellular and subcellular level provides information about fundamental functions of selected markers; (iii) combining PANOMICS with genome editing and speed breeding tools to accelerate and enhance large-scale functional validation of trait-specific precision breeding.
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Affiliation(s)
- Wolfram Weckwerth
- Molecular Systems Biology (MOSYS)Department of Functional and Evolutionary EcologyFaculty of Life SciencesUniversity of ViennaViennaAustria
- Vienna Metabolomics Center (VIME)University of ViennaViennaAustria
| | - Arindam Ghatak
- Molecular Systems Biology (MOSYS)Department of Functional and Evolutionary EcologyFaculty of Life SciencesUniversity of ViennaViennaAustria
| | - Anke Bellaire
- Molecular Systems Biology (MOSYS)Department of Functional and Evolutionary EcologyFaculty of Life SciencesUniversity of ViennaViennaAustria
| | - Palak Chaturvedi
- Molecular Systems Biology (MOSYS)Department of Functional and Evolutionary EcologyFaculty of Life SciencesUniversity of ViennaViennaAustria
| | - Rajeev K. Varshney
- Center of Excellence in Genomics & Systems BiologyInternational Crops Research Institute for the Semi‐Arid Tropics (ICRISAT)HyderabadTelanganaIndia
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28
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Weckwerth W, Ghatak A, Bellaire A, Chaturvedi P, Varshney RK. PANOMICS meets germplasm. PLANT BIOTECHNOLOGY JOURNAL 2020; 18. [PMID: 32163658 PMCID: PMC7292548 DOI: 10.1111/pbi.13372,10.13140/rg.2.1.1233.5760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
Genotyping-by-sequencing has enabled approaches for genomic selection to improve yield, stress resistance and nutritional value. More and more resource studies are emerging providing 1000 and more genotypes and millions of SNPs for one species covering a hitherto inaccessible intraspecific genetic variation. The larger the databases are growing, the better statistical approaches for genomic selection will be available. However, there are clear limitations on the statistical but also on the biological part. Intraspecific genetic variation is able to explain a high proportion of the phenotypes, but a large part of phenotypic plasticity also stems from environmentally driven transcriptional, post-transcriptional, translational, post-translational, epigenetic and metabolic regulation. Moreover, regulation of the same gene can have different phenotypic outputs in different environments. Consequently, to explain and understand environment-dependent phenotypic plasticity based on the available genotype variation we have to integrate the analysis of further molecular levels reflecting the complete information flow from the gene to metabolism to phenotype. Interestingly, metabolomics platforms are already more cost-effective than NGS platforms and are decisive for the prediction of nutritional value or stress resistance. Here, we propose three fundamental pillars for future breeding strategies in the framework of Green Systems Biology: (i) combining genome selection with environment-dependent PANOMICS analysis and deep learning to improve prediction accuracy for marker-dependent trait performance; (ii) PANOMICS resolution at subtissue, cellular and subcellular level provides information about fundamental functions of selected markers; (iii) combining PANOMICS with genome editing and speed breeding tools to accelerate and enhance large-scale functional validation of trait-specific precision breeding.
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Affiliation(s)
- Wolfram Weckwerth
- Molecular Systems Biology (MOSYS)Department of Functional and Evolutionary EcologyFaculty of Life SciencesUniversity of ViennaViennaAustria
- Vienna Metabolomics Center (VIME)University of ViennaViennaAustria
| | - Arindam Ghatak
- Molecular Systems Biology (MOSYS)Department of Functional and Evolutionary EcologyFaculty of Life SciencesUniversity of ViennaViennaAustria
| | - Anke Bellaire
- Molecular Systems Biology (MOSYS)Department of Functional and Evolutionary EcologyFaculty of Life SciencesUniversity of ViennaViennaAustria
| | - Palak Chaturvedi
- Molecular Systems Biology (MOSYS)Department of Functional and Evolutionary EcologyFaculty of Life SciencesUniversity of ViennaViennaAustria
| | - Rajeev K. Varshney
- Center of Excellence in Genomics & Systems BiologyInternational Crops Research Institute for the Semi‐Arid Tropics (ICRISAT)HyderabadTelanganaIndia
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29
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Perotti MF, Ariel FD, Chan RL. Lateral root development differs between main and secondary roots and depends on the ecotype. PLANT SIGNALING & BEHAVIOR 2020; 15:1755504. [PMID: 32310024 PMCID: PMC8570754 DOI: 10.1080/15592324.2020.1755504] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 04/08/2020] [Accepted: 04/09/2020] [Indexed: 06/11/2023]
Abstract
Root architecture depends on the development of the main root and also on the number and density of lateral roots. Most molecular knowledge about the development of lateral roots was acquired studying primary roots, and it was implied that high order roots follow the same pattern. Recently, we informed that AtHB23 is differentially regulated in primary and secondary roots. Here we show that LBD16, a target of AtHB23, also is differentially regulated; it is expressed in the tip of secondary and tertiary roots but not in primary ones. Moreover, the key hormone auxin exhibits a different distribution pattern in secondary and tertiary roots, according to the reporter DR5. Finally, we show that in Col 0 and Ler ecotypes development of secondary and tertiary roots exhibits significant variations. Altogether, we can conclude that different genetic programs govern secondary and tertiary roots development and such processes are dependent on the Arabidopsis genotype.
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Affiliation(s)
- María Florencia Perotti
- Instituto de Agrobiotecnología del Litoral, Universidad Nacional del Litoral, CONICET, Centro Científico Tecnológico CONICET Santa Fe, Santa Fe, Argentina
| | - Federico Damián Ariel
- Instituto de Agrobiotecnología del Litoral, Universidad Nacional del Litoral, CONICET, Centro Científico Tecnológico CONICET Santa Fe, Santa Fe, Argentina
| | - Raquel Lía Chan
- Instituto de Agrobiotecnología del Litoral, Universidad Nacional del Litoral, CONICET, Centro Científico Tecnológico CONICET Santa Fe, Santa Fe, Argentina
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30
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At-Hook Motif Nuclear Localised Protein 18 as a Novel Modulator of Root System Architecture. Int J Mol Sci 2020; 21:ijms21051886. [PMID: 32164240 PMCID: PMC7084884 DOI: 10.3390/ijms21051886] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 03/03/2020] [Accepted: 03/06/2020] [Indexed: 01/10/2023] Open
Abstract
The At-Hook Motif Nuclear Localized Protein (AHL) gene family encodes embryophyte-specific nuclear proteins with DNA binding activity. They modulate gene expression and affect various developmental processes in plants. We identify AHL18 (At3G60870) as a developmental modulator of root system architecture and growth. AHL18 is involved in regulation of the length of the proliferation domain and number of dividing cells in the root apical meristem and thereby, cell production. Both primary root growth and lateral root development respond according to AHL18 transcription level. The ahl18 knock-out plants show reduced root systems due to a shorter primary root and a lower number of lateral roots. This change results from a higher number of arrested and non-developing lateral root primordia (LRP) rather than from a decreased LRP initiation. The over-expression of AHL18 results in a more extensive root system, longer primary roots, and increased density of lateral root initiation events. AHL18 is thus involved in the formation of lateral roots at both LRP initiation and their later development. We conclude that AHL18 participates in modulation of root system architecture through regulation of root apical meristem activity, lateral root initiation and emergence; these correspond well with expression pattern of AHL18.
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31
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Ariel F, Lucero L, Christ A, Mammarella MF, Jegu T, Veluchamy A, Mariappan K, Latrasse D, Blein T, Liu C, Benhamed M, Crespi M. R-Loop Mediated trans Action of the APOLO Long Noncoding RNA. Mol Cell 2020; 77:1055-1065.e4. [DOI: 10.1016/j.molcel.2019.12.015] [Citation(s) in RCA: 101] [Impact Index Per Article: 20.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 08/30/2019] [Accepted: 12/18/2019] [Indexed: 11/25/2022]
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32
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Barco B, Clay NK. Hierarchical and Dynamic Regulation of Defense-Responsive Specialized Metabolism by WRKY and MYB Transcription Factors. FRONTIERS IN PLANT SCIENCE 2020; 10:1775. [PMID: 32082343 PMCID: PMC7005594 DOI: 10.3389/fpls.2019.01775] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Accepted: 12/19/2019] [Indexed: 05/07/2023]
Abstract
The plant kingdom produces hundreds of thousands of specialized bioactive metabolites, some with pharmaceutical and biotechnological importance. Their biosynthesis and function have been studied for decades, but comparatively less is known about how transcription factors with overlapping functions and contrasting regulatory activities coordinately control the dynamics and output of plant specialized metabolism. Here, we performed temporal studies on pathogen-infected intact host plants with perturbed transcription factors. We identified WRKY33 as the condition-dependent master regulator and MYB51 as the dual functional regulator in a hierarchical gene network likely responsible for the gene expression dynamics and metabolic fluxes in the camalexin and 4-hydroxy-indole-3-carbonylnitrile (4OH-ICN) pathways. This network may have also facilitated the regulatory capture of the newly evolved 4OH-ICN pathway in Arabidopsis thaliana by the more-conserved transcription factor MYB51. It has long been held that the plasticity of plant specialized metabolism and the canalization of development should be differently regulated; our findings imply a common hierarchical regulatory architecture orchestrated by transcription factors for specialized metabolism and development, making it an attractive target for metabolic engineering.
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Affiliation(s)
| | - Nicole K. Clay
- Department of Molecular, Cellular & Developmental Biology, Yale University, New Haven, CT, United States
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33
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Ichihashi Y, Hakoyama T, Iwase A, Shirasu K, Sugimoto K, Hayashi M. Common Mechanisms of Developmental Reprogramming in Plants-Lessons From Regeneration, Symbiosis, and Parasitism. FRONTIERS IN PLANT SCIENCE 2020; 11:1084. [PMID: 32765565 PMCID: PMC7378864 DOI: 10.3389/fpls.2020.01084] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Accepted: 06/30/2020] [Indexed: 05/09/2023]
Abstract
Most plants are exquisitely sensitive to their environment and adapt by reprogramming post-embryonic development. The systematic understanding of molecular mechanisms regulating developmental reprogramming has been underexplored because abiotic and biotic stimuli that lead to reprogramming of post-embryonic development vary and the outcomes are highly species-specific. In this review, we discuss the diversity and similarities of developmental reprogramming processes by summarizing recent key findings in reprogrammed development: plant regeneration, nodule organogenesis in symbiosis, and haustorial formation in parasitism. We highlight the potentially shared molecular mechanisms across the different developmental programs, especially a core network module mediated by the AUXIN RESPONSIVE FACTOR (ARF) and the LATERAL ORGAN BOUNDARIES DOMAIN (LBD) family of transcription factors. This allows us to propose a new holistic concept that will provide insights into the nature of plant development, catalyzing the fusion of subdisciplines in plant developmental biology.
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Affiliation(s)
- Yasunori Ichihashi
- RIKEN BioResource Research Center, Tsukuba, Japan
- *Correspondence: Yasunori Ichihashi,
| | - Tsuneo Hakoyama
- RIKEN Center for Sustainable Resource Science, Yokohama, Japan
| | - Akira Iwase
- RIKEN Center for Sustainable Resource Science, Yokohama, Japan
| | - Ken Shirasu
- RIKEN Center for Sustainable Resource Science, Yokohama, Japan
| | - Keiko Sugimoto
- RIKEN Center for Sustainable Resource Science, Yokohama, Japan
| | - Makoto Hayashi
- RIKEN Center for Sustainable Resource Science, Yokohama, Japan
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34
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Singh S, Yadav S, Singh A, Mahima M, Singh A, Gautam V, Sarkar AK. Auxin signaling modulates LATERAL ROOT PRIMORDIUM1 (LRP1) expression during lateral root development in Arabidopsis. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2020; 101:87-100. [PMID: 31483536 DOI: 10.1111/tpj.14520] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Revised: 08/17/2019] [Accepted: 08/21/2019] [Indexed: 05/18/2023]
Abstract
Auxin signaling mediated by various auxin/indole-3-acetic acid (Aux/IAAs) and AUXIN RESPONSE FACTORs (ARFs) regulate lateral root (LR) development by controlling the expression of downstream genes. LATERAL ROOT PRIMORDIUM1 (LRP1), a member of the SHORT INTERNODES/STYLISH (SHI/STY) family, was identified as an auxin-inducible gene. The precise developmental role and molecular regulation of LRP1 in root development remain to be understood. Here we show that LRP1 is expressed in all stages of LR development, besides the primary root. The expression of LRP1 is regulated by histone deacetylation in an auxin-dependent manner. Our genetic interaction studies showed that LRP1 acts downstream of auxin responsive Aux/IAAs-ARFs modules during LR development. We showed that auxin-mediated induction of LRP1 is lost in emerging LRs of slr-1 and arf7arf19 mutants roots. NPA treatment studies showed that LRP1 acts after LR founder cell specification and asymmetric division during LR development. Overexpression of LRP1 (LRP1 OE) showed an increased number of LR primordia (LRP) at stages I, IV and V, resulting in reduced emerged LR density, which suggests that it is involved in LRP development. Interestingly, LRP1-induced expression of YUC4, which is involved in auxin biosynthesis, contributes to the increased accumulation of endogenous auxin in LRP1 OE roots. LRP1 interacts with SHI, STY1, SRS3, SRS6 and SRS7 proteins of the SHI/STY family, indicating their possible redundant role during root development. Our results suggested that auxin and histone deacetylation affect LRP1 expression and it acts downstream of LR forming auxin response modules to negatively regulate LRP development by modulating auxin homeostasis in Arabidopsis thaliana.
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Affiliation(s)
- Sharmila Singh
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, 110067, India
| | - Sandeep Yadav
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, 110067, India
| | - Alka Singh
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, 110067, India
| | - Mahima Mahima
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, 110067, India
| | - Archita Singh
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, 110067, India
| | - Vibhav Gautam
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, 110067, India
- Centre of Experimental Medicine and Surgery, Institute of Medical Sciences, Banaras Hindu University, Varanasi, India
| | - Ananda K Sarkar
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, 110067, India
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35
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Wu Q, Du M, Wu J, Wang N, Wang B, Li F, Tian X, Li Z. Mepiquat chloride promotes cotton lateral root formation by modulating plant hormone homeostasis. BMC PLANT BIOLOGY 2019; 19:573. [PMID: 31864311 PMCID: PMC6925410 DOI: 10.1186/s12870-019-2176-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Accepted: 11/29/2019] [Indexed: 05/25/2023]
Abstract
BACKGROUND Mepiquat chloride (MC), a plant growth regulator, enhances root growth by promoting lateral root formation in cotton. However, the underlying molecular mechanisms of this phenomenon is still unknown. METHODS In this study, we used 10 cotton (Gossypium hirsutum Linn.) cultivars to perform a seed treatment with MC to investigate lateral root formation, and selected a MC sensitive cotton cultivar for dynamic monitor of root growth and transcriptome analysis during lateral root development upon MC seed treatment. RESULTS The results showed that MC treated seeds promotes the lateral root formation in a dosage-depended manner and the effective promotion region is within 5 cm from the base of primary root. MC treated seeds induce endogenous auxin level by altering gene expression of both gibberellin (GA) biosynthesis and signaling and abscisic acid (ABA) signaling. Meanwhile, MC treated seeds differentially express genes involved in indole acetic acid (IAA) synthesis and transport. Furthermore, MC-induced IAA regulates the expression of genes related to cell cycle and division for lateral root development. CONCLUSIONS Our data suggest that MC orchestrates GA and ABA metabolism and signaling, which further regulates auxin biosynthesis, transport, and signaling to promote the cell division responsible for lateral root formation.
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Affiliation(s)
- Qian Wu
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, 100193 China
- Institute of Agricultural Information, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014 China
| | - Mingwei Du
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, 100193 China
| | - Jie Wu
- Plant Phenomics Research Center, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095 China
| | - Ning Wang
- Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000 Henan China
| | - Baomin Wang
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, 100193 China
| | - Fangjun Li
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, 100193 China
| | - Xiaoli Tian
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, 100193 China
| | - Zhaohu Li
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, 100193 China
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36
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Powers SK, Strader LC. Regulation of auxin transcriptional responses. Dev Dyn 2019; 249:483-495. [PMID: 31774605 PMCID: PMC7187202 DOI: 10.1002/dvdy.139] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 11/17/2019] [Accepted: 11/22/2019] [Indexed: 01/27/2023] Open
Abstract
The plant hormone auxin acts as a signaling molecule to regulate a vast number of developmental responses throughout all stages of plant growth. Tight control and coordination of auxin signaling is required for the generation of specific auxin‐response outputs. The nuclear auxin signaling pathway controls auxin‐responsive gene transcription through the TRANSPORT INHIBITOR RESPONSE1/AUXIN SIGNALING F‐BOX pathway. Recent work has uncovered important details into how regulation of auxin signaling components can generate unique and specific responses to determine auxin outputs. In this review, we discuss what is known about the core auxin signaling components and explore mechanisms important for regulating auxin response specificity. A review of recent updates to our understanding of auxin signaling.
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Affiliation(s)
- Samantha K Powers
- Department of Biology, Washington University in St. Louis, St. Louis, Missouri
| | - Lucia C Strader
- Department of Biology, Washington University in St. Louis, St. Louis, Missouri.,Center for Science and Engineering of Living Systems (CSELS), Washington University in St. Louis, St. Louis, Missouri.,Center for Engineering MechanoBiology, Washington University in St. Louis, St. Louis, Missouri
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37
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Perotti MF, Ribone PA, Cabello JV, Ariel FD, Chan RL. AtHB23 participates in the gene regulatory network controlling root branching, and reveals differences between secondary and tertiary roots. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2019; 100:1224-1236. [PMID: 31444832 DOI: 10.1111/tpj.14511] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 08/02/2019] [Accepted: 08/19/2019] [Indexed: 06/10/2023]
Abstract
In Arabidopsis, lateral root (LR) development is mainly controlled by several known auxin-regulated transcription factors (TFs). Here, we show that AtHB23 (a homeodomain-leucine zipper I TF) participates in this intricate network. Our study of the expression pattern of AtHB23 revealed that it is transcriptionally activated in the early stages of secondary LR primordium (LRP). We found that AtHB23 directly limits the expression of LBD16, a key factor in LR initiation, and also directly induces the auxin transporter gene LAX3. We propose that this HD-Zip I mediates the regulation of LAX3 by ARF7/19. Furthermore, AtHB23 plays distinct roles during the formation of secondary and tertiary roots, exhibiting differential expression patterns. ATHB23 is expressed throughout the tertiary root primordium, whereas it is restricted to early stages in secondary primordia, likely later repressing LBD16 in tertiary LR development and further inhibiting root emergence. Our results suggest that different genetic programs govern the formation of LRP from the main or secondary roots, thereby shaping the global dynamic architecture of the root system.
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Affiliation(s)
- María F Perotti
- Instituto de Agrobiotecnología del Litoral, Universidad Nacional del Litoral, CONICET, FBCB, Centro Científico Tecnológico CONICET Santa Fe, Colectora Ruta Nacional No 168 km. 0, Paraje El Pozo, 3000, Santa Fe, Argentina
| | - Pamela A Ribone
- Instituto de Agrobiotecnología del Litoral, Universidad Nacional del Litoral, CONICET, FBCB, Centro Científico Tecnológico CONICET Santa Fe, Colectora Ruta Nacional No 168 km. 0, Paraje El Pozo, 3000, Santa Fe, Argentina
| | - Julieta V Cabello
- Instituto de Agrobiotecnología del Litoral, Universidad Nacional del Litoral, CONICET, FBCB, Centro Científico Tecnológico CONICET Santa Fe, Colectora Ruta Nacional No 168 km. 0, Paraje El Pozo, 3000, Santa Fe, Argentina
| | - Federico D Ariel
- Instituto de Agrobiotecnología del Litoral, Universidad Nacional del Litoral, CONICET, FBCB, Centro Científico Tecnológico CONICET Santa Fe, Colectora Ruta Nacional No 168 km. 0, Paraje El Pozo, 3000, Santa Fe, Argentina
| | - Raquel L Chan
- Instituto de Agrobiotecnología del Litoral, Universidad Nacional del Litoral, CONICET, FBCB, Centro Científico Tecnológico CONICET Santa Fe, Colectora Ruta Nacional No 168 km. 0, Paraje El Pozo, 3000, Santa Fe, Argentina
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38
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Lavarenne J, Gonin M, Guyomarc'h S, Rouster J, Champion A, Sallaud C, Laplaze L, Gantet P, Lucas M. Inference of the gene regulatory network acting downstream of CROWN ROOTLESS 1 in rice reveals a regulatory cascade linking genes involved in auxin signaling, crown root initiation, and root meristem specification and maintenance. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2019; 100:954-968. [PMID: 31369175 DOI: 10.1111/tpj.14487] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Revised: 07/16/2019] [Accepted: 07/17/2019] [Indexed: 06/10/2023]
Abstract
Crown roots (CRs) are essential components of the rice root system. Several genes involved in CR initiation or development have been identified but our knowledge about how they organize to form a gene regulatory network (GRN) is still limited. To characterize the regulatory cascades acting during CR formation, we used a systems biology approach to infer the GRN controlling CR formation downstream of CROWN ROOTLESS 1 (CRL1), coding for an ASL (asymmetric leaves-2-like)/LBD (LOB domain) transcription factor necessary for CR initiation. A time-series transcriptomic dataset was generated after synchronized induction of CR formation by dexamethasone-mediated expression of CRL1 expression in a crl1 mutant background. This time series revealed three different genome expression phases during the early steps of CR formation and was further exploited to infer a GRN using a dedicated algorithm. The predicted GRN was confronted with experimental data and 72% of the inferred links were validated. Interestingly, this network revealed a regulatory cascade linking CRL1 to other genes involved in CR initiation, root meristem specification and maintenance, such as QUIESCENT-CENTER-SPECIFIC HOMEOBOX, and in auxin signalling. This predicted regulatory cascade was validated in vivo using transient activation assays. Thus, the CRL1-dependant GRN reflects major gene regulation events at play during CR formation and constitutes a valuable source of discovery to better understand this developmental process.
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Affiliation(s)
- Jérémy Lavarenne
- UMR DIADE, Université de Montpellier, IRD, 911 Avenue Agropolis, 34394, Montpellier Cedex 5, France
- Centre de Recherches de Chappes, Biogemma, Route d'Ennezat, 63720, Chappes, France
| | - Mathieu Gonin
- UMR DIADE, Université de Montpellier, IRD, 911 Avenue Agropolis, 34394, Montpellier Cedex 5, France
| | - Soazig Guyomarc'h
- UMR DIADE, Université de Montpellier, IRD, 911 Avenue Agropolis, 34394, Montpellier Cedex 5, France
| | - Jacques Rouster
- Centre de Recherches de Chappes, Biogemma, Route d'Ennezat, 63720, Chappes, France
| | - Antony Champion
- UMR DIADE, Université de Montpellier, IRD, 911 Avenue Agropolis, 34394, Montpellier Cedex 5, France
| | - Christophe Sallaud
- Centre de Recherches de Chappes, Biogemma, Route d'Ennezat, 63720, Chappes, France
| | - Laurent Laplaze
- UMR DIADE, Université de Montpellier, IRD, 911 Avenue Agropolis, 34394, Montpellier Cedex 5, France
| | - Pascal Gantet
- UMR DIADE, Université de Montpellier, IRD, 911 Avenue Agropolis, 34394, Montpellier Cedex 5, France
| | - Mikaël Lucas
- UMR DIADE, Université de Montpellier, IRD, 911 Avenue Agropolis, 34394, Montpellier Cedex 5, France
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Xu P, Cai W. Nitrate-responsive OBP4-XTH9 regulatory module controls lateral root development in Arabidopsis thaliana. PLoS Genet 2019; 15:e1008465. [PMID: 31626627 PMCID: PMC6821136 DOI: 10.1371/journal.pgen.1008465] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Revised: 10/30/2019] [Accepted: 10/07/2019] [Indexed: 11/19/2022] Open
Abstract
Plant root system architecture in response to nitrate availability represents a notable example to study developmental plasticity, but the underlying mechanism remains largely unknown. Xyloglucan endotransglucosylases (XTHs) play a critical role in cell wall biosynthesis. Here we assessed the gene expression of XTH1-11 belonging to group I of XTHs in lateral root (LR) primordia and found that XTH9 was highly expressed. Correspondingly, an xth9 mutant displayed less LR, while overexpressing XTH9 presented more LR, suggesting the potential function of XTH9 in controlling LR development. XTH9 gene mutation obviously alters the properties of the cell wall. Furthermore, nitrogen signals stimulated the expression of XTH9 to promote LRs. Genetic analysis revealed that the function of XTH9 was dependent on auxin-mediated ARF7/19 and downstream AFB3 in response to nitrogen signals. In addition, we identified another transcription factor, OBP4, that was also induced by nitrogen treatment, but the induction was much slower than that of XTH9. In contrast to XTH9, overexpressing OBP4 caused fewer LRs while OBP4 knockdown with OBP4-RNAi or an artificial miRNA silenced amiOBP4 line produced more LR. We further found OBP4 bound to the promoter of XTH9 to suppress XTH9 expression. In agreement with this, both OBP4-RNAi and crossed OBP4-RNAi & 35S::XTH9 lines led to more LR, but OBP4-RNAi & xth9 produced less LR, similar to xth9. Based on these findings we propose a novel mechanism by which OBP4 antagonistically controls XTH9 expression and the OBP4-XTH9 module elaborately sustains LR development in response to nitrate treatment. Nitrate is not only a nutrient, but also a signal that controls downstream signaling genes at the whole-plant level. In plants, changes in root system architecture in response to nitrate availability represent a notable example of developmental plasticity in response to environmental stimuli. However, the molecular mechanisms underlying nitrate-associated modulation are largely unknown. Here, we identified a nitrogen-responsive signaling module that comprises both xyloglucan endotransglucosylase 9 (XTH9) and the Dof transcription factor OBP4 and controls lateral root (LR) development. We used root gravitropic bending assays to observe the gene expression of group 1 xyloglucan endotransglucosylases (XTHs) involved in LR primordia. The results showed that XTH9 expression patterns were changed and that xth9 knockout mutants displayed altered LR growth. XTH9 was expressed in the LRs and in response to nitrate treatment, and the xth9 mutants were defective in nitrate-promoted LR growth. Moreover, XTH9 overexpression increased LR length and increased tolerance to low-nitrate stress. We found that OBP4 could negatively regulate XTH9 and inhibited root growth. OBP4 and XTH9 worked downstream of ARF7/9. We conclude that OBP4 and XTH9 constitute a regulatory module which contributes to LR growth in response to different environmental nitrate concentration signals.
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Affiliation(s)
- Peipei Xu
- Laboratory of Photosynthesis and Environment, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, Shanghai, China
| | - Weiming Cai
- Laboratory of Photosynthesis and Environment, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, Shanghai, China
- * E-mail:
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40
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Goh T, Toyokura K, Yamaguchi N, Okamoto Y, Uehara T, Kaneko S, Takebayashi Y, Kasahara H, Ikeyama Y, Okushima Y, Nakajima K, Mimura T, Tasaka M, Fukaki H. Lateral root initiation requires the sequential induction of transcription factors LBD16 and PUCHI in Arabidopsis thaliana. THE NEW PHYTOLOGIST 2019; 224:749-760. [PMID: 31310684 DOI: 10.1111/nph.16065] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Accepted: 06/26/2019] [Indexed: 05/11/2023]
Abstract
Lateral root (LR) formation in Arabidopsis thaliana is initiated by asymmetric division of founder cells, followed by coordinated cell proliferation and differentiation for patterning new primordia. The sequential developmental processes of LR formation are triggered by a localized auxin response. LATERAL ORGAN BOUNDARIES-DOMAIN 16 (LBD16), an auxin-inducible transcription factor, is one of the key regulators linking auxin response in LR founder cells to LR initiation. We identified key genes for LR formation that are activated by LBD16 in an auxin-dependent manner. LBD16 targets identified include the transcription factor gene PUCHI, which is required for LR primordium patterning. We demonstrate that LBD16 activity is required for the auxin-inducible expression of PUCHI. We show that PUCHI expression is initiated after the first round of asymmetric cell division of LR founder cells and that premature induction of PUCHI during the preinitiation phase disrupts LR primordium formation. Our results indicate that LR initiation requires the sequential induction of transcription factors LBD16 and PUCHI.
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Affiliation(s)
- Tatsuaki Goh
- Department of Biology, Graduate School of Science, Kobe University, 1-1 Rokkodai, Kobe, 657-8501, Japan
- Graduate School of Science and Technology, Nara Institute of Science and Technology, 8916-5 Takayama, Ikoma, 630-0192, Japan
| | - Koichi Toyokura
- Department of Biology, Graduate School of Science, Kobe University, 1-1 Rokkodai, Kobe, 657-8501, Japan
- Department of Biological Sciences, Graduate School of Science, Osaka University, 13 Toyonaka, Osaka, 560-0043, Japan
- Faculty of Science and Engineering, Konan University, Kobe, 658-5801, Japan
| | - Nobutoshi Yamaguchi
- Graduate School of Science and Technology, Nara Institute of Science and Technology, 8916-5 Takayama, Ikoma, 630-0192, Japan
| | - Yoshie Okamoto
- Department of Biology, Graduate School of Science, Kobe University, 1-1 Rokkodai, Kobe, 657-8501, Japan
| | - Takeo Uehara
- Graduate School of Science and Technology, Nara Institute of Science and Technology, 8916-5 Takayama, Ikoma, 630-0192, Japan
- Graduate School of Science and Technology, Kobe University, 1-1 Rokkodai, Kobe, 657-8501, Japan
| | - Shutaro Kaneko
- Department of Bioregulation and Biointeraction, Graduate School of Agriculture, Tokyo University of Agriculture and Technology, 3-5-8 Saiwai, Fuchu, 183-8509, Japan
| | - Yumiko Takebayashi
- Center for Sustainable Resource Science, Riken, Yokohama, Kanagawa, 230-0045, Japan
| | - Hiroyuki Kasahara
- Center for Sustainable Resource Science, Riken, Yokohama, Kanagawa, 230-0045, Japan
- Institute of Global Innovation Research, Tokyo University of Agriculture and Technology, 3-5-8 Saiwai, Fuchu, 183-8509, Japan
| | - Yoshifumi Ikeyama
- Graduate School of Science and Technology, Nara Institute of Science and Technology, 8916-5 Takayama, Ikoma, 630-0192, Japan
| | - Yoko Okushima
- Graduate School of Science and Technology, Nara Institute of Science and Technology, 8916-5 Takayama, Ikoma, 630-0192, Japan
| | - Keiji Nakajima
- Graduate School of Science and Technology, Nara Institute of Science and Technology, 8916-5 Takayama, Ikoma, 630-0192, Japan
| | - Tetsuro Mimura
- Department of Biology, Graduate School of Science, Kobe University, 1-1 Rokkodai, Kobe, 657-8501, Japan
| | - Masao Tasaka
- Graduate School of Science and Technology, Nara Institute of Science and Technology, 8916-5 Takayama, Ikoma, 630-0192, Japan
| | - Hidehiro Fukaki
- Department of Biology, Graduate School of Science, Kobe University, 1-1 Rokkodai, Kobe, 657-8501, Japan
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41
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Banda J, Bellande K, von Wangenheim D, Goh T, Guyomarc'h S, Laplaze L, Bennett MJ. Lateral Root Formation in Arabidopsis: A Well-Ordered LRexit. TRENDS IN PLANT SCIENCE 2019; 24:826-839. [PMID: 31362861 DOI: 10.1016/j.tplants.2019.06.015] [Citation(s) in RCA: 88] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Revised: 06/07/2019] [Accepted: 06/28/2019] [Indexed: 05/04/2023]
Abstract
Lateral roots (LRs) are crucial for increasing the surface area of root systems to explore heterogeneous soil environments. Major advances have recently been made in the model plant arabidopsis (Arabidopsis thaliana) to elucidate the cellular basis of LR development and the underlying gene regulatory networks (GRNs) that control the morphogenesis of the new root organ. This has provided a foundation for understanding the sophisticated adaptive mechanisms that regulate how plants pattern their root branching to match the spatial availability of resources such as water and nutrients in their external environment. We review new insights into the molecular, cellular, and environmental regulation of LR development in arabidopsis.
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Affiliation(s)
- Jason Banda
- Plant and Crop Sciences, School of Biosciences, University of Nottingham, Sutton Bonington Campus, UK
| | - Kevin Bellande
- Unité Mixte de Recherche (UMR) Diversité, Adaptation, et Developpement des Plantes (DIADE), Institut de Recherche pour le Développement (IRD), Université de Montpellier, Montpellier, France
| | - Daniel von Wangenheim
- Plant and Crop Sciences, School of Biosciences, University of Nottingham, Sutton Bonington Campus, UK
| | - Tatsuaki Goh
- Graduate School of Science and Technology, Nara Institute of Science and Technology, 8916-5 Takayama, Ikoma 630-0192, Japan
| | - Soazig Guyomarc'h
- Unité Mixte de Recherche (UMR) Diversité, Adaptation, et Developpement des Plantes (DIADE), Institut de Recherche pour le Développement (IRD), Université de Montpellier, Montpellier, France
| | - Laurent Laplaze
- Unité Mixte de Recherche (UMR) Diversité, Adaptation, et Developpement des Plantes (DIADE), Institut de Recherche pour le Développement (IRD), Université de Montpellier, Montpellier, France.
| | - Malcolm J Bennett
- Plant and Crop Sciences, School of Biosciences, University of Nottingham, Sutton Bonington Campus, UK.
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Crombez H, Motte H, Beeckman T. Tackling Plant Phosphate Starvation by the Roots. Dev Cell 2019; 48:599-615. [PMID: 30861374 DOI: 10.1016/j.devcel.2019.01.002] [Citation(s) in RCA: 85] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Revised: 10/16/2018] [Accepted: 12/31/2018] [Indexed: 12/17/2022]
Abstract
Plant responses to phosphate deprivation encompass a wide range of strategies, varying from altering root system architecture, entering symbiotic interactions to excreting root exudates for phosphorous release, and recycling of internal phosphate. These processes are tightly controlled by a complex network of proteins that are specifically upregulated upon phosphate starvation. Although the different effects of phosphate starvation have been intensely studied, the full extent of its contribution to altered root system architecture remains unclear. In this review, we focus on the effect of phosphate starvation on the developmental processes that shape the plant root system and their underlying molecular pathways.
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Affiliation(s)
- Hanne Crombez
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Technologiepark 71, Ghent 9052, Belgium; VIB Center for Plant Systems Biology, Technologiepark 71, Ghent 9052, Belgium
| | - Hans Motte
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Technologiepark 71, Ghent 9052, Belgium; VIB Center for Plant Systems Biology, Technologiepark 71, Ghent 9052, Belgium
| | - Tom Beeckman
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Technologiepark 71, Ghent 9052, Belgium; VIB Center for Plant Systems Biology, Technologiepark 71, Ghent 9052, Belgium.
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43
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Goh T. Long-term live-cell imaging approaches to study lateral root formation in Arabidopsis thaliana. Microscopy (Oxf) 2019; 68:4-12. [PMID: 30476201 DOI: 10.1093/jmicro/dfy135] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Revised: 10/23/2018] [Accepted: 10/31/2018] [Indexed: 11/12/2022] Open
Abstract
Lateral roots comprise the majority of the branching root system and are important for acquiring nutrients and water from soil in addition to providing anchorage. Lateral roots develop post-embryonically from existing root parts and originate from a subset of specified pericycle cells (lateral root founder cells) located deep inside roots. Small numbers of these specified pericycle cells undergo several rounds of cell division to create a dome-shaped primordium, which eventually organizes a meristem, an essential region for plant growth with active cell division, and emerges from its parental root as a lateral root. Observing cellular and molecular processes for an extended time at various scales are crucial for understanding biological processes during organogenesis. Lateral root formation is an example of the successful application of live-cell imaging approaches to understand various aspects of developmental events in plants, including cell fate determination, cell proliferation, cell-to-cell interaction and cell wall modification. Here I review the recent progress in understanding the molecular mechanisms of lateral root formation and the contribution of live-cell imaging approaches.
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Affiliation(s)
- Tatsuaki Goh
- Graduate School of Science and Technology, Nara Institute of Science and Technology, 8916-5 Takayama, Ikoma, Japan
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44
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Powers SK, Holehouse AS, Korasick DA, Schreiber KH, Clark NM, Jing H, Emenecker R, Han S, Tycksen E, Hwang I, Sozzani R, Jez JM, Pappu RV, Strader LC. Nucleo-cytoplasmic Partitioning of ARF Proteins Controls Auxin Responses in Arabidopsis thaliana. Mol Cell 2019; 76:177-190.e5. [PMID: 31421981 DOI: 10.1016/j.molcel.2019.06.044] [Citation(s) in RCA: 163] [Impact Index Per Article: 27.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Revised: 06/06/2019] [Accepted: 06/26/2019] [Indexed: 12/14/2022]
Abstract
The phytohormone auxin plays crucial roles in nearly every aspect of plant growth and development. The auxin response factor (ARF) transcription factor family regulates auxin-responsive gene expression and exhibits nuclear localization in regions of high auxin responsiveness. Here we show that the ARF7 and ARF19 proteins accumulate in micron-sized assemblies within the cytoplasm of tissues with attenuated auxin responsiveness. We found that the intrinsically disordered middle region and the folded PB1 interaction domain of ARFs drive protein assembly formation. Mutation of a single lysine within the PB1 domain abrogates cytoplasmic assemblies, promotes ARF nuclear localization, and results in an altered transcriptome and morphological defects. Our data suggest a model in which ARF nucleo-cytoplasmic partitioning regulates auxin responsiveness, providing a mechanism for cellular competence for auxin signaling.
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Affiliation(s)
- Samantha K Powers
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Alex S Holehouse
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - David A Korasick
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Katherine H Schreiber
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA; Center for Engineering MechanoBiology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Natalie M Clark
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, USA
| | - Hongwei Jing
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA; Center for Engineering MechanoBiology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Ryan Emenecker
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Soeun Han
- Department of Life Sciences, Pohang University of Science and Technology, Pohang 37673, Korea
| | - Eric Tycksen
- Genome Technology Access Center, Department of Genetics, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Ildoo Hwang
- Department of Life Sciences, Pohang University of Science and Technology, Pohang 37673, Korea
| | - Rosangela Sozzani
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, USA
| | - Joseph M Jez
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Rohit V Pappu
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO 63130, USA; Center for Science and Engineering of Living Systems (CSELS), Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Lucia C Strader
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA; Center for Engineering MechanoBiology, Washington University in St. Louis, St. Louis, MO 63130, USA; Center for Science and Engineering of Living Systems (CSELS), Washington University in St. Louis, St. Louis, MO 63130, USA.
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Vilches Barro A, Stöckle D, Thellmann M, Ruiz-Duarte P, Bald L, Louveaux M, von Born P, Denninger P, Goh T, Fukaki H, Vermeer JEM, Maizel A. Cytoskeleton Dynamics Are Necessary for Early Events of Lateral Root Initiation in Arabidopsis. Curr Biol 2019; 29:2443-2454.e5. [PMID: 31327713 DOI: 10.1016/j.cub.2019.06.039] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Revised: 05/31/2019] [Accepted: 06/12/2019] [Indexed: 12/20/2022]
Abstract
How plant cells re-establish differential growth to initiate organs is poorly understood. Morphogenesis of lateral roots relies on the asymmetric cell division of initially symmetric founder cells. This division is preceded by the tightly controlled asymmetric radial expansion of these cells. The cellular mechanisms that license and ensure the coordination of these events are unknown. Here, we quantitatively analyze microtubule and F-actin dynamics during lateral root initiation. Using mutants and pharmacological and tissue-specific genetic perturbations, we show that dynamic reorganization of both microtubule and F-actin networks is necessary for the asymmetric expansion of the founder cells. This cytoskeleton remodeling intertwines with auxin signaling in the pericycle and endodermis in order for founder cells to acquire a basic polarity required for initiating lateral root development. Our results reveal the conservation of cell remodeling and polarization strategies between the Arabidopsis zygote and lateral root founder cells. We propose that coordinated, auxin-driven reorganization of the cytoskeleton licenses asymmetric cell growth and divisions during embryonic and post-embryonic organogenesis.
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Affiliation(s)
- Amaya Vilches Barro
- Center for Organismal Studies (COS), University of Heidelberg, Im Neuenheimer Feld 230, 69120 Heidelberg, Germany
| | - Dorothee Stöckle
- Department of Plant and Microbial Biology, University of Zurich, 8008 Zurich, Switzerland
| | - Martha Thellmann
- Department of Plant and Microbial Biology, University of Zurich, 8008 Zurich, Switzerland
| | - Paola Ruiz-Duarte
- Center for Organismal Studies (COS), University of Heidelberg, Im Neuenheimer Feld 230, 69120 Heidelberg, Germany
| | - Lotte Bald
- Center for Organismal Studies (COS), University of Heidelberg, Im Neuenheimer Feld 230, 69120 Heidelberg, Germany
| | - Marion Louveaux
- Center for Organismal Studies (COS), University of Heidelberg, Im Neuenheimer Feld 230, 69120 Heidelberg, Germany
| | - Patrick von Born
- Center for Organismal Studies (COS), University of Heidelberg, Im Neuenheimer Feld 230, 69120 Heidelberg, Germany
| | - Philipp Denninger
- Center for Organismal Studies (COS), University of Heidelberg, Im Neuenheimer Feld 230, 69120 Heidelberg, Germany
| | - Tatsuaki Goh
- Graduate School of Science and Technology, Nara Institute of Science and Technology, 8916-5 Takayama, Ikoma 630-0192, Japan; Department of Biology, Graduate School of Science, Kobe University, Kobe 657-8501, Japan
| | - Hidehiro Fukaki
- Department of Biology, Graduate School of Science, Kobe University, Kobe 657-8501, Japan
| | - Joop E M Vermeer
- Department of Plant and Microbial Biology, University of Zurich, 8008 Zurich, Switzerland.
| | - Alexis Maizel
- Center for Organismal Studies (COS), University of Heidelberg, Im Neuenheimer Feld 230, 69120 Heidelberg, Germany.
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PUCHI regulates very long chain fatty acid biosynthesis during lateral root and callus formation. Proc Natl Acad Sci U S A 2019; 116:14325-14330. [PMID: 31235573 DOI: 10.1073/pnas.1906300116] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Lateral root organogenesis plays an essential role in elaborating plant root system architecture. In Arabidopsis, the AP2 family transcription factor PUCHI controls cell proliferation in lateral root primordia. To identify potential targets of PUCHI, we analyzed a time course transcriptomic dataset of lateral root formation. We report that multiple genes coding for very long chain fatty acid (VLCFA) biosynthesis enzymes are induced during lateral root development in a PUCHI-dependent manner. Significantly, several mutants perturbed in VLCFA biosynthesis show similar lateral root developmental defects as puchi-1 Moreover, puchi-1 roots display the same disorganized callus formation phenotype as VLCFA biosynthesis-deficient mutants when grown on auxin-rich callus-inducing medium. Lipidomic profiling of puchi-1 roots revealed reduced VLCFA content compared with WT. We conclude that PUCHI-regulated VLCFA biosynthesis is part of a pathway controlling cell proliferation during lateral root and callus formation.
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Santos Teixeira JA, Ten Tusscher KH. The Systems Biology of Lateral Root Formation: Connecting the Dots. MOLECULAR PLANT 2019; 12:784-803. [PMID: 30953788 DOI: 10.1016/j.molp.2019.03.015] [Citation(s) in RCA: 52] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Revised: 03/20/2019] [Accepted: 03/26/2019] [Indexed: 05/29/2023]
Abstract
The root system is a major determinant of a plant's access to water and nutrients. The architecture of the root system to a large extent depends on the repeated formation of new lateral roots. In this review, we discuss lateral root development from a systems biology perspective. We focus on studies combining experiments with computational modeling that have advanced our understanding of how the auxin-centered regulatory modules involved in different stages of lateral root development exert their specific functions. Moreover, we discuss how these regulatory networks may enable robust transitions from one developmental stage to the next, a subject that thus far has received limited attention. In addition, we analyze how environmental factors impinge on these modules, and the different manners in which these environmental signals are being integrated to enable coordinated developmental decision making. Finally, we provide some suggestions for extending current models of lateral root development to incorporate multiple processes and stages. Only through more comprehensive models we can fully elucidate the cooperative effects of multiple processes on later root formation, and how one stage drives the transition to the next.
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Affiliation(s)
- J A Santos Teixeira
- Computational Developmental Biology Group, Department of Biology, Utrecht University, Utrecht, the Netherlands
| | - K H Ten Tusscher
- Computational Developmental Biology Group, Department of Biology, Utrecht University, Utrecht, the Netherlands.
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48
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Shukla V, Lombardi L, Iacopino S, Pencik A, Novak O, Perata P, Giuntoli B, Licausi F. Endogenous Hypoxia in Lateral Root Primordia Controls Root Architecture by Antagonizing Auxin Signaling in Arabidopsis. MOLECULAR PLANT 2019; 12:538-551. [PMID: 30641154 DOI: 10.1016/j.molp.2019.01.007] [Citation(s) in RCA: 96] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Revised: 01/04/2019] [Accepted: 01/04/2019] [Indexed: 05/27/2023]
Abstract
As non-photosynthesizing organs, roots are dependent on diffusion of oxygen from the external environment and, in some instances, from the shoot for their aerobic metabolism. Establishment of hypoxic niches in the developing tissues of plants has been postulated as a consequence of insufficient diffusion of oxygen to satisfy the demands throughout development. Here, we report that such niches are established at specific stages of lateral root primordia development in Arabidopsis thaliana grown under aerobic conditions. Using gain- and loss-of-function mutants, we show that ERF-VII transcription factors, which mediate hypoxic responses, control root architecture by acting in cells with a high level of auxin signaling. ERF-VIIs repress the expression of the auxin-induced genes LBD16, LBD18, and PUCHI, which are essential for lateral root development, by binding to their promoters. Our results support a model in which the establishment of hypoxic niches in the developing lateral root primordia contributes to the shutting down of key auxin-induced genes and regulates the production of lateral roots.
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Affiliation(s)
- Vinay Shukla
- Institute of Life Sciences, Scuola Superiore Sant'Anna, Pisa, Italy
| | | | - Sergio Iacopino
- Institute of Life Sciences, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Ales Pencik
- Laboratory of Growth Regulators, Centre of the Region Haná for Biotechnological and Agricultural Research, Institute of Experimental Botany CAS & Faculty of Science, Palacký University, Šlechtitelů 27, 78371 Olomouc, Czech Republic
| | - Ondrej Novak
- Laboratory of Growth Regulators, Centre of the Region Haná for Biotechnological and Agricultural Research, Institute of Experimental Botany CAS & Faculty of Science, Palacký University, Šlechtitelů 27, 78371 Olomouc, Czech Republic
| | | | - Beatrice Giuntoli
- Institute of Life Sciences, Scuola Superiore Sant'Anna, Pisa, Italy; Biology Department, University of Pisa, Pisa, Italy.
| | - Francesco Licausi
- Institute of Life Sciences, Scuola Superiore Sant'Anna, Pisa, Italy; Biology Department, University of Pisa, Pisa, Italy.
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49
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Torres-Martínez HH, Rodríguez-Alonso G, Shishkova S, Dubrovsky JG. Lateral Root Primordium Morphogenesis in Angiosperms. FRONTIERS IN PLANT SCIENCE 2019; 10:206. [PMID: 30941149 PMCID: PMC6433717 DOI: 10.3389/fpls.2019.00206] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Accepted: 02/07/2019] [Indexed: 05/14/2023]
Abstract
Morphogenetic processes are the basis of new organ formation. Lateral roots (LRs) are the building blocks of the root system. After LR initiation and before LR emergence, a new lateral root primordium (LRP) forms. During this period, the organization and functionality of the prospective LR is defined. Thus, proper LRP morphogenesis is a decisive process during root system formation. Most current studies on LRP morphogenesis have been performed in the model species Arabidopsis thaliana; little is known about this process in other angiosperms. To understand LRP morphogenesis from a wider perspective, we review both contemporary and earlier studies. The latter are largely forgotten, and we attempted to integrate them into present-day research. In particular, we consider in detail the participation of parent root tissue in LRP formation, cell proliferation and timing during LRP morphogenesis, and the hormonal and genetic regulation of LRP morphogenesis. Cell type identity acquisition and new stem cell establishement during LRP morphogenesis are also considered. Within each of these facets, unanswered or poorly understood questions are identified to help define future research in the field. Finally, we discuss emerging research avenues and new technologies that could be used to answer the remaining questions in studies of LRP morphogenesis.
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Affiliation(s)
| | | | | | - Joseph G. Dubrovsky
- Departamento de Biología Molecular de Plantas, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca, Mexico
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Xu P, Cai W. Function of Brassica napus BnABI3 in Arabidopsis gs1, an Allele of AtABI3, in Seed Development and Stress Response. FRONTIERS IN PLANT SCIENCE 2019; 10:67. [PMID: 30804960 PMCID: PMC6370748 DOI: 10.3389/fpls.2019.00067] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Accepted: 01/17/2019] [Indexed: 05/30/2023]
Abstract
Abscisic acid (ABA) has been implicated in plant adaptation to various environmental stresses in addition to the regulation of seed dormancy and leaf senescence. ABI3 is a B3 domain-containing family protein and functions in the ABA signaling pathway during seed development. To date, the ABI3 orthologous have not been studied in Brassica napus. The aim of this study is to investigate the function of BnABI3 in plant development and stress response. Here, we identified an Arabidopsis line (gs1) from a population of mutagenized seeds and showed that GS1 is a new allele of AtABI3. When the Arabidopsis gs1 mutant was transformed with the BnABI3 gene, the transformed plants produced seeds that turned yellow and acquired desiccation tolerance. Moreover, BnABI3 regulates seed coat development and mucilage secretion by directly targeting the AtMUM1 and AtGATL5 genes. In addition, we showed that BnABI3 expression rescued gs1 freezing-induced green seed coloration by targeting AtSGR1/2 in transgenic Arabidopsis. BnABI3 is also involved in lateral root development and conferred a novel interaction between ABA and auxin signaling in roots. The potential role of ABI3 protein in endoplasmic reticulum homoeostasis was also tested. Altogether, our results indicated that BnABI3 mediates both plant development and the stress response.
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