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Liu Y, Rajput R, Islam MT, Valle ID, Yao T, Agrawal R, Boone BA, Eckert CA, Abraham PE, Chen J, Tuskan GA, Yang X. A split ribozyme system for in vivo plant RNA imaging and genetic engineering. PLANT BIOTECHNOLOGY JOURNAL 2025; 23:1640-1649. [PMID: 39919021 PMCID: PMC12018833 DOI: 10.1111/pbi.14612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Revised: 12/24/2024] [Accepted: 01/22/2025] [Indexed: 02/09/2025]
Abstract
RNA plays a central role in plants, governing various cellular and physiological processes. Monitoring its dynamic abundance provides a discerning understanding of molecular mechanisms underlying plant responses to internal (developmental) and external (environmental) stimuli, paving the way for advances in plant biotechnology to engineer crops with improved resilience, quality and productivity. In general, traditional methods for analysis of RNA abundance in plants require destructive, labour-intensive and time-consuming assays. To overcome these limitations, we developed a transformative innovation for in vivo RNA imaging in plants. Specifically, we established a synthetic split ribozyme system that converts various RNA signals to orthogonal protein outputs, enabling in vivo visualisation of various RNA signals in plants. We demonstrated the utility of this system in transient expression experiments (i.e., leaf infiltration in Nicotiana benthamiana) to detect RNAs derived from transgenes and tobacco rattle virus, respectively. Also, we successfully engineered a split ribozyme-based biosensor in Arabidopsis thaliana for in vivo visualisation of endogenous gene expression at the cellular level, demonstrating the feasibility of multi-scale (e.g., cellular and tissue level) RNA imaging in plants. Furthermore, we developed a platform for easy incorporation of different protein outputs, allowing for flexible choice of reporters to optimise the detection of target RNAs.
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Affiliation(s)
- Yang Liu
- Biosciences DivisionOak Ridge National LaboratoryOak RidgeTNUSA
- The Center for Bioenergy InnovationOak Ridge National LaboratoryOak RidgeTNUSA
| | - Ruchika Rajput
- Biosciences DivisionOak Ridge National LaboratoryOak RidgeTNUSA
- The Center for Bioenergy InnovationOak Ridge National LaboratoryOak RidgeTNUSA
| | - Md Torikul Islam
- Biosciences DivisionOak Ridge National LaboratoryOak RidgeTNUSA
- The Center for Bioenergy InnovationOak Ridge National LaboratoryOak RidgeTNUSA
| | | | - Tao Yao
- Biosciences DivisionOak Ridge National LaboratoryOak RidgeTNUSA
- The Center for Bioenergy InnovationOak Ridge National LaboratoryOak RidgeTNUSA
| | - Rekha Agrawal
- Biosciences DivisionOak Ridge National LaboratoryOak RidgeTNUSA
| | - Brandon A. Boone
- Biosciences DivisionOak Ridge National LaboratoryOak RidgeTNUSA
- The Center for Bioenergy InnovationOak Ridge National LaboratoryOak RidgeTNUSA
| | - Carrie A. Eckert
- Biosciences DivisionOak Ridge National LaboratoryOak RidgeTNUSA
- The Center for Bioenergy InnovationOak Ridge National LaboratoryOak RidgeTNUSA
| | - Paul E. Abraham
- Biosciences DivisionOak Ridge National LaboratoryOak RidgeTNUSA
- The Center for Bioenergy InnovationOak Ridge National LaboratoryOak RidgeTNUSA
| | - Jin‐Gui Chen
- Biosciences DivisionOak Ridge National LaboratoryOak RidgeTNUSA
- The Center for Bioenergy InnovationOak Ridge National LaboratoryOak RidgeTNUSA
| | - Gerald A. Tuskan
- Biosciences DivisionOak Ridge National LaboratoryOak RidgeTNUSA
- The Center for Bioenergy InnovationOak Ridge National LaboratoryOak RidgeTNUSA
| | - Xiaohan Yang
- Biosciences DivisionOak Ridge National LaboratoryOak RidgeTNUSA
- The Center for Bioenergy InnovationOak Ridge National LaboratoryOak RidgeTNUSA
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2
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Lee LR, Guillotin B, Rahni R, Hutchison C, Desvoyes B, Gutierrez C, Birnbaum KD. Glutathione accelerates the cell cycle and cellular reprogramming in plant regeneration. Dev Cell 2025; 60:1153-1167.e6. [PMID: 39755116 DOI: 10.1016/j.devcel.2024.12.019] [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: 06/17/2024] [Revised: 10/01/2024] [Accepted: 12/10/2024] [Indexed: 01/06/2025]
Abstract
The plasticity of plant cells underlies their wide capacity to regenerate, with increasing evidence in plants and animals implicating cell-cycle dynamics in cellular reprogramming. To investigate the cell cycle during cellular reprogramming, we developed a comprehensive set of cell-cycle-phase markers in the Arabidopsis root. Using single-cell RNA sequencing profiles and live imaging during regeneration, we found that a subset of cells near an ablation injury dramatically increases division rate by truncating G1 phase. Cells in G1 undergo a transient nuclear peak of glutathione (GSH) prior to coordinated entry into S phase, followed by rapid divisions and cellular reprogramming. A symplastic block of the ground tissue impairs regeneration, which is rescued by exogenous GSH. We propose a model in which GSH from the outer tissues is released upon injury, licensing an exit from G1 near the wound to induce rapid cell division and reprogramming.
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Affiliation(s)
- Laura R Lee
- New York University, Center for Genomics and Systems Biology, Department of Biology, New York, NY 10003, USA
| | - Bruno Guillotin
- New York University, Center for Genomics and Systems Biology, Department of Biology, New York, NY 10003, USA
| | - Ramin Rahni
- New York University, Center for Genomics and Systems Biology, Department of Biology, New York, NY 10003, USA
| | - Chanel Hutchison
- New York University, Center for Genomics and Systems Biology, Department of Biology, New York, NY 10003, USA
| | | | | | - Kenneth D Birnbaum
- New York University, Center for Genomics and Systems Biology, Department of Biology, New York, NY 10003, USA.
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3
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Dhar A, Moinuddin FM, Zamanian CA, Sharar AD, Dominari A, Graepel S, Windebank AJ, Bydon M. SOX Genes in Spinal Cord Injury: Redefining Neural Stem Cell Regeneration Strategies. Mol Neurobiol 2025:10.1007/s12035-025-04882-w. [PMID: 40156684 DOI: 10.1007/s12035-025-04882-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 03/21/2025] [Indexed: 04/01/2025]
Abstract
The study design is literature review. The sex-determining region Y gene (SRY)-related high mobility group box (HMG)-box (SOX) gene family has primarily been associated with neural development and sex determination and is a key component of human embryonic development. Recent studies on zebrafish models have demonstrated that the unique ability of the latter for central nervous tissue (CNS) repair following injury is largely mediated by SOX genes. Given that efforts aimed at the structural regeneration and functional restoration of neural tissue still represent a major therapeutic challenge in patients suffering CNS injury, these findings have initiated a discussion regarding the development of novel therapeutic strategies for SCI focusing on neural tissue regeneration. Spinal cord injury (SCI), in particular, represents a field that could greatly benefit from studies related to the function of the SOX genes. Neuro-informatics Laboratory, Mayo Clinic, Rochester, MN. A literature review was conducted, with a focus on SOX gene that has been described in the experimental studies of SCI. In this review, the existing evidence linking the SOX gene family to the pathophysiology of SCI is summarized, and future research steps regarding the potential implications of the SOX genes in neurological recovery following SCI are discussed, especially focusing on highlighting potential therapeutic targets. The potential implications of the latter could play a crucial role in future efforts to advance the treatment approaches to SCI.
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Affiliation(s)
- Ashis Dhar
- Mayo Clinic Neuro-Informatics Laboratory, Department of Neurosurgery, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
- Department of Neurological Surgery, Mayo Clinic, Rochester, MN, USA
| | - F M Moinuddin
- Mayo Clinic Neuro-Informatics Laboratory, Department of Neurosurgery, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
- Department of Neurological Surgery, Mayo Clinic, Rochester, MN, USA
| | - Cameron A Zamanian
- Mayo Clinic Neuro-Informatics Laboratory, Department of Neurosurgery, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
- Department of Neurological Surgery, Mayo Clinic, Rochester, MN, USA
| | - Ahnaf Dil Sharar
- Mayo Clinic Neuro-Informatics Laboratory, Department of Neurosurgery, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
- Department of Neurological Surgery, Mayo Clinic, Rochester, MN, USA
| | - Asimina Dominari
- Mayo Clinic Neuro-Informatics Laboratory, Department of Neurosurgery, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
- Department of Neurological Surgery, Mayo Clinic, Rochester, MN, USA
| | - Stephen Graepel
- Department of Neurological Surgery, Mayo Clinic, Rochester, MN, USA
| | | | - Mohamad Bydon
- Mayo Clinic Neuro-Informatics Laboratory, Department of Neurosurgery, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.
- Department of Neurological Surgery, Mayo Clinic, Rochester, MN, USA.
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4
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Safdar M, Park S, Kim W, Kim D, Lee S, Kim YO, Kim J. Ultra-Tiny Scale Topographical Cues Direct Arabidopsis Root Growth and Development. ACS APPLIED MATERIALS & INTERFACES 2025; 17:17476-17491. [PMID: 40045712 DOI: 10.1021/acsami.4c19726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/21/2025]
Abstract
Plant growth involves intricate processes, including cell division, expansion, and tissue organization, necessitating innovative technologies that emulate native cell-microenvironment interactions. Herein, we introduce ultra-tiny topographical cues (e.g., patterned micro/nanoscale substrates) that mimic micronanofiber structures found in the plant cell wall. We cultured Arabidopsis on unique cell wall-inspired ultra-tiny cues within specialized chambers that positively influenced various physiological aspects compared to a flat surface. Specifically, we observed bidirectional behavior, favoring maximum primary root growth and thickness on sparse features (e.g., 5 μm) and induced predominant anisotropic root alignment on dense features (e.g., 400-800 nm), with alignment decreasing monotonically as the feature size increased. Additionally, RNA sequencing revealed distinct molecular mechanisms underlying Arabidopsis root growth dynamics in response to these ultra-tiny cues, demonstrating modulation of specific genes involved in root development. Collectively, our findings highlight the potential of ultra-tiny cues to modulate gene expression and plant growth dynamics, offering innovative approaches to enhance agricultural productivity sustainably through feature-size-dependent interactions.
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Affiliation(s)
- Mahpara Safdar
- Department of Convergence Biosystems Engineering, Chonnam National University, Gwangju 61186, Republic of Korea
- Department of Rural and Biosystems Engineering, Chonnam National University, Gwangju 61186, Republic of Korea
- Interdisciplinary Program in IT-Bio Convergence System, Chonnam National University, Gwangju 61186, Republic of Korea
| | - Sunho Park
- Department of Convergence Biosystems Engineering, Chonnam National University, Gwangju 61186, Republic of Korea
- Department of Rural and Biosystems Engineering, Chonnam National University, Gwangju 61186, Republic of Korea
- Interdisciplinary Program in IT-Bio Convergence System, Chonnam National University, Gwangju 61186, Republic of Korea
- Department of Bio-Industrial Machinery Engineering, Pusan National University, Miryang 50463, Republic of Korea
| | - Woochan Kim
- Department of Convergence Biosystems Engineering, Chonnam National University, Gwangju 61186, Republic of Korea
- Department of Rural and Biosystems Engineering, Chonnam National University, Gwangju 61186, Republic of Korea
- Interdisciplinary Program in IT-Bio Convergence System, Chonnam National University, Gwangju 61186, Republic of Korea
| | - Dream Kim
- Department of Convergence Biosystems Engineering, Chonnam National University, Gwangju 61186, Republic of Korea
- Department of Rural and Biosystems Engineering, Chonnam National University, Gwangju 61186, Republic of Korea
- Interdisciplinary Program in IT-Bio Convergence System, Chonnam National University, Gwangju 61186, Republic of Korea
| | - Shinyull Lee
- Department of Convergence Biosystems Engineering, Chonnam National University, Gwangju 61186, Republic of Korea
- Department of Rural and Biosystems Engineering, Chonnam National University, Gwangju 61186, Republic of Korea
- Interdisciplinary Program in IT-Bio Convergence System, Chonnam National University, Gwangju 61186, Republic of Korea
| | - Yeon-Ok Kim
- Interdisciplinary Program in IT-Bio Convergence System, Chonnam National University, Gwangju 61186, Republic of Korea
| | - Jangho Kim
- Department of Convergence Biosystems Engineering, Chonnam National University, Gwangju 61186, Republic of Korea
- Department of Rural and Biosystems Engineering, Chonnam National University, Gwangju 61186, Republic of Korea
- Interdisciplinary Program in IT-Bio Convergence System, Chonnam National University, Gwangju 61186, Republic of Korea
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5
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Eljebbawi A, Dolata A, Strotmann VI, Stahl Y. Stem cell quiescence and dormancy in plant meristems. JOURNAL OF EXPERIMENTAL BOTANY 2024; 75:6022-6036. [PMID: 38721716 PMCID: PMC11480668 DOI: 10.1093/jxb/erae201] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 05/08/2024] [Indexed: 10/17/2024]
Abstract
Plants exhibit opportunistic developmental patterns, alternating between growth and dormancy in response to external cues. Moreover, quiescence plays a critical role in proper plant growth and development, particularly within the root apical meristem and the shoot apical meristem. In these meristematic tissues, cells with relatively slower mitotic activity are present in the quiescent center and the central zone, respectively. These centers form long-term reservoirs of stem cells maintaining the meristematic stem cell niche, and thus sustaining continuous plant development and adaptation to changing environments. This review explores early observations, structural characteristics, functions, and gene regulatory networks of the root and shoot apical meristems. It also highlights the intricate mechanism of dormancy within the shoot apical meristem. The aim is to contribute to a holistic understanding of quiescence in plants, which is fundamental for the proper growth and environmental response of plants.
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Affiliation(s)
| | | | - Vivien I Strotmann
- Institute for Developmental Genetics, Heinrich-Heine University, Universitätsstr. 1, D-40225 Düsseldorf, Germany
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6
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Lee LR, Guillotin B, Rahni R, Hutchison C, Desvoyes B, Gutierrez C, Birnbaum KD. Glutathione accelerates the cell cycle and cellular reprogramming in plant regeneration. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.11.28.569014. [PMID: 38168452 PMCID: PMC10760015 DOI: 10.1101/2023.11.28.569014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
The plasticity of plant cells underlies their wide capacity to regenerate, with increasing evidence in plants and animals implicating cell cycle dynamics in cellular reprogramming. To investigate the cell cycle during cellular reprogramming, we developed a comprehensive set of cell cycle phase markers in the Arabidopsis root. Using single-cell RNA-seq profiles and live imaging during regeneration, we found that a subset of cells near an ablation injury dramatically increases division rate by truncating G1. Cells in G1 undergo a transient nuclear peak of glutathione (GSH) prior to coordinated entry into S phase followed by rapid divisions and cellular reprogramming. A symplastic block of the ground tissue impairs regeneration, which is rescued by exogenous GSH. We propose a model in which GSH from the outer tissues is released upon injury licensing an exit from G1 near the wound to induce rapid cell division and reprogramming.
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Affiliation(s)
- Laura R Lee
- New York University, Center for Genomics and Systems Biology, Department of Biology, NY, New York, 10003, USA
| | - Bruno Guillotin
- New York University, Center for Genomics and Systems Biology, Department of Biology, NY, New York, 10003, USA
| | - Ramin Rahni
- New York University, Center for Genomics and Systems Biology, Department of Biology, NY, New York, 10003, USA
| | - Chanel Hutchison
- New York University, Center for Genomics and Systems Biology, Department of Biology, NY, New York, 10003, USA
| | | | | | - Kenneth D Birnbaum
- New York University, Center for Genomics and Systems Biology, Department of Biology, NY, New York, 10003, USA
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7
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Adema K, Schon MA, Nodine MD, Kohlen W. Lost in space: what single-cell RNA sequencing cannot tell you. TRENDS IN PLANT SCIENCE 2024; 29:1018-1028. [PMID: 38570278 DOI: 10.1016/j.tplants.2024.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 02/21/2024] [Accepted: 03/11/2024] [Indexed: 04/05/2024]
Abstract
Plant scientists are rapidly integrating single-cell RNA sequencing (scRNA-seq) into their workflows. Maximizing the potential of scRNA-seq requires a proper understanding of the spatiotemporal context of cells. However, positional information is inherently lost during scRNA-seq, limiting its potential to characterize complex biological systems. In this review we highlight how current single-cell analysis pipelines cannot completely recover spatial information, which confounds biological interpretation. Various strategies exist to identify the location of RNA, from classical RNA in situ hybridization to spatial transcriptomics. Herein we discuss the possibility of utilizing this spatial information to supervise single-cell analyses. An integrative approach will maximize the potential of each technology, and lead to insights which go beyond the capability of each individual technology.
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Affiliation(s)
- Kelvin Adema
- Laboratory of Cell and Developmental Biology, Cluster of Plant Developmental Biology, Department of Plant Sciences, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Michael A Schon
- Laboratory of Cell and Developmental Biology, Cluster of Plant Developmental Biology, Department of Plant Sciences, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands; Laboratory of Molecular Biology, Cluster of Plant Developmental Biology, Department of Plant Sciences, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Michael D Nodine
- Laboratory of Molecular Biology, Cluster of Plant Developmental Biology, Department of Plant Sciences, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Wouter Kohlen
- Laboratory of Cell and Developmental Biology, Cluster of Plant Developmental Biology, Department of Plant Sciences, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands; Laboratory of Molecular Biology, Cluster of Plant Developmental Biology, Department of Plant Sciences, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands.
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8
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Adhikari PB, Kasahara RD. An Overview on MADS Box Members in Plants: A Meta-Review. Int J Mol Sci 2024; 25:8233. [PMID: 39125803 PMCID: PMC11311456 DOI: 10.3390/ijms25158233] [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: 05/25/2024] [Revised: 07/21/2024] [Accepted: 07/25/2024] [Indexed: 08/12/2024] Open
Abstract
Most of the studied MADS box members are linked to flowering and fruit traits. However, higher volumes of studies on type II of the two types so far suggest that the florigenic effect of the gene members could just be the tip of the iceberg. In the current study, we used a systematic approach to obtain a general overview of the MADS box members' cross-trait and multifactor associations, and their pleiotropic potentials, based on a manually curated local reference database. While doing so, we screened for the co-occurrence of terms of interest within the title or abstract of each reference, with a threshold of three hits. The analysis results showed that our approach can retrieve multi-faceted information on the subject of study (MADS box gene members in the current case), which could otherwise have been skewed depending on the authors' expertise and/or volume of the literature reference base. Overall, our study discusses the roles of MADS box members in association with plant organs and trait-linked factors among plant species. Our assessment showed that plants with most of the MADS box member studies included tomato, apple, and rice after Arabidopsis. Furthermore, based on the degree of their multi-trait associations, FLC, SVP, and SOC1 are suggested to have relatively higher pleiotropic potential among others in plant growth, development, and flowering processes. The approach devised in this study is expected to be applicable for a basic understanding of any study subject of interest, regardless of the depth of prior knowledge.
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Affiliation(s)
- Prakash Babu Adhikari
- Biotechnology and Bioscience Research Center, Nagoya University, Nagoya 464-8601, Japan
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9
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Alrajhi A, Alharbi S, Beecham S, Alotaibi F. Regulation of root growth and elongation in wheat. FRONTIERS IN PLANT SCIENCE 2024; 15:1397337. [PMID: 38835859 PMCID: PMC11148372 DOI: 10.3389/fpls.2024.1397337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 05/06/2024] [Indexed: 06/06/2024]
Abstract
Currently, the control of rhizosphere selection on farms has been applied to achieve enhancements in phenotype, extending from improvements in single root characteristics to the dynamic nature of entire crop systems. Several specific signals, regulatory elements, and mechanisms that regulate the initiation, morphogenesis, and growth of new lateral or adventitious root species have been identified, but much more work remains. Today, phenotyping technology drives the development of root traits. Available models for simulation can support all phenotyping decisions (root trait improvement). The detection and use of markers for quantitative trait loci (QTLs) are effective for enhancing selection efficiency and increasing reproductive genetic gains. Furthermore, QTLs may help wheat breeders select the appropriate roots for efficient nutrient acquisition. Single-nucleotide polymorphisms (SNPs) or alignment of sequences can only be helpful when they are associated with phenotypic variation for root development and elongation. Here, we focus on major root development processes and detail important new insights recently generated regarding the wheat genome. The first part of this review paper discusses the root morphology, apical meristem, transcriptional control, auxin distribution, phenotyping of the root system, and simulation models. In the second part, the molecular genetics of the wheat root system, SNPs, TFs, and QTLs related to root development as well as genome editing (GE) techniques for the improvement of root traits in wheat are discussed. Finally, we address the effect of omics strategies on root biomass production and summarize existing knowledge of the main molecular mechanisms involved in wheat root development and elongation.
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Affiliation(s)
- Abdullah Alrajhi
- King Abdulaziz City for Science and Technology (KACST), Riyadh, Saudi Arabia
- Sustainable Infrastructure and Resource Management, University of South Australia, University of South Australia Science, Technology, Engineering, and Mathematics (UniSA STEM), Mawson Lakes, SA, Australia
| | - Saif Alharbi
- The National Research and Development Center for Sustainable Agriculture (Estidamah), Riyadh, Saudi Arabia
| | - Simon Beecham
- Sustainable Infrastructure and Resource Management, University of South Australia, University of South Australia Science, Technology, Engineering, and Mathematics (UniSA STEM), Mawson Lakes, SA, Australia
| | - Fahad Alotaibi
- King Abdulaziz City for Science and Technology (KACST), Riyadh, Saudi Arabia
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Castañón-Suárez CA, Arrizubieta M, Castelán-Muñoz N, Sánchez-Rodríguez DB, Caballero-Cordero C, Zluhan-Martínez E, Patiño-Olvera SC, Arciniega-González J, García-Ponce B, Sánchez MDLP, Álvarez-Buylla ER, Garay-Arroyo A. The MADS-box genes SOC1 and AGL24 antagonize XAL2 functions in Arabidopsis thaliana root development. FRONTIERS IN PLANT SCIENCE 2024; 15:1331269. [PMID: 38576790 PMCID: PMC10994003 DOI: 10.3389/fpls.2024.1331269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 02/06/2024] [Indexed: 04/06/2024]
Abstract
MADS-domain transcription factors play pivotal roles in numerous developmental processes in Arabidopsis thaliana. While their involvement in flowering transition and floral development has been extensively examined, their functions in root development remain relatively unexplored. Here, we explored the function and genetic interaction of three MADS-box genes (XAL2, SOC1 and AGL24) in primary root development. By analyzing loss-of-function and overexpression lines, we found that SOC1 and AGL24, both critical components in flowering transition, redundantly act as repressors of primary root growth as the loss of function of either SOC1 or AGL24 partially recovers the primary root growth, meristem cell number, cell production rate, and the length of fully elongated cells of the short-root mutant xal2-2. Furthermore, we observed that the simultaneous overexpression of AGL24 and SOC1 leads to short-root phenotypes, affecting meristem cell number and fully elongated cell size, whereas SOC1 overexpression is sufficient to affect columella stem cell differentiation. Additionally, qPCR analyses revealed that these genes exhibit distinct modes of transcriptional regulation in roots compared to what has been previously reported for aerial tissues. We identified 100 differentially expressed genes in xal2-2 roots by RNA-seq. Moreover, our findings revealed that the expression of certain genes involved in cell differentiation, as well as stress responses, which are either upregulated or downregulated in the xal2-2 mutant, reverted to WT levels in the absence of SOC1 or AGL24.
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Affiliation(s)
- Claudio A. Castañón-Suárez
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
- Posgrado en Ciencias Biológicas, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Maite Arrizubieta
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Natalia Castelán-Muñoz
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
- Postgrado en Recursos Genéticos y Productividad-Fisiología Vegetal, Colegio de Postgraduados, Texcoco, Estado de México, Mexico
| | - Diana Belén Sánchez-Rodríguez
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Carolina Caballero-Cordero
- Centro de Ciencias de la Complejidad (C3), Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Estephania Zluhan-Martínez
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Sandra C. Patiño-Olvera
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - J.Arturo Arciniega-González
- Centro de Ciencias de la Complejidad (C3), Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Berenice García-Ponce
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - María de la Paz Sánchez
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Elena R. Álvarez-Buylla
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
- Centro de Ciencias de la Complejidad (C3), Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Adriana Garay-Arroyo
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
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11
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Smet W, Blilou I. A blast from the past: Understanding stem cell specification in plant roots using laser ablation. QUANTITATIVE PLANT BIOLOGY 2023; 4:e14. [PMID: 38034417 PMCID: PMC10685261 DOI: 10.1017/qpb.2023.13] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 09/15/2023] [Accepted: 10/10/2023] [Indexed: 12/02/2023]
Abstract
In the Arabidopsis root, growth is sustained by the meristem. Signalling from organiser cells, also termed the quiescent centre (QC), is essential for the maintenance and replenishment of the stem cells. Here, we highlight three publications from the founder of the concept of the stem cell niche in Arabidopsis and a pioneer in unravelling regulatory modules governing stem cell specification and maintenance, as well as tissue patterning in the root meristem: Ben Scheres. His research has tremendously impacted the plant field. We have selected three publications from the Scheres legacy, which can be considered a breakthrough in the field of plant developmental biology. van den Berg et al. (1995) and van den Berg et al. (1997) uncovered that positional information-directed patterning. Sabatini et al. (1999), discovered that auxin maxima determine tissue patterning and polarity. We describe how simple but elegant experimental designs have provided the foundation of our current understanding of the functioning of the root meristem.
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Affiliation(s)
- Wouter Smet
- Biological and Environmental Science and Engineering (BESE) Division, Plant Cell and Developmental Biology, King Abdullah University of Science and Technology (KAUST), Thuwal, Kingdom of Saudi Arabia
| | - Ikram Blilou
- Biological and Environmental Science and Engineering (BESE) Division, Plant Cell and Developmental Biology, King Abdullah University of Science and Technology (KAUST), Thuwal, Kingdom of Saudi Arabia
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12
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Das KK, Mohapatra A, George AP, Chavali S, Witzel K, Ramireddy E. The proteome landscape of the root cap reveals a role for the jacalin-associated lectin JAL10 in the salt-induced endoplasmic reticulum stress pathway. PLANT COMMUNICATIONS 2023; 4:100726. [PMID: 37789617 PMCID: PMC10721516 DOI: 10.1016/j.xplc.2023.100726] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 08/18/2023] [Accepted: 09/27/2023] [Indexed: 10/05/2023]
Abstract
Rapid climate change has led to enhanced soil salinity, one of the major determinants of land degradation, resulting in low agricultural productivity. This has a strong negative impact on food security and environmental sustainability. Plants display various physiological, developmental, and cellular responses to deal with salt stress. Recent studies have highlighted the root cap as the primary stress sensor and revealed its crucial role in halotropism. The root cap covers the primary root meristem and is the first cell type to sense and respond to soil salinity, relaying the signal to neighboring cell types. However, it remains unclear how root-cap cells perceive salt stress and contribute to the salt-stress response. Here, we performed a root-cap cell-specific proteomics study to identify changes in the proteome caused by salt stress. The study revealed a very specific salt-stress response pattern in root-cap cells compared with non-root-cap cells and identified several novel proteins unique to the root cap. Root-cap-specific protein-protein interaction (PPI) networks derived by superimposing proteomics data onto known global PPI networks revealed that the endoplasmic reticulum (ER) stress pathway is specifically activated in root-cap cells upon salt stress. Importantly, we identified root-cap-specific jacalin-associated lectins (JALs) expressed in response to salt stress. A JAL10-GFP fusion protein was shown to be localized to the ER. Analysis of jal10 mutants indicated a role for JAL10 in regulating the ER stress pathway in response to salt. Taken together, our findings highlight the participation of specific root-cap proteins in salt-stress response pathways. Furthermore, root-cap-specific JAL proteins and their role in the salt-mediated ER stress pathway open a new avenue for exploring tolerance mechanisms and devising better strategies to increase plant salinity tolerance and enhance agricultural productivity.
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Affiliation(s)
- Krishna Kodappully Das
- Department of Biology, Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, Andhra Pradesh, India
| | - Ankita Mohapatra
- Department of Biology, Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, Andhra Pradesh, India
| | - Abin Panackal George
- Department of Biology, Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, Andhra Pradesh, India
| | - Sreenivas Chavali
- Department of Biology, Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, Andhra Pradesh, India
| | - Katja Witzel
- Leibniz Institute of Vegetable and Ornamental Crops, Theodor-Echtermeyer-Weg 1, 14979 Großbeeren, Germany.
| | - Eswarayya Ramireddy
- Department of Biology, Indian Institute of Science Education and Research (IISER) Tirupati, Tirupati 517507, Andhra Pradesh, India.
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13
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Gayubas B, Castillo MC, Ramos S, León J. Enhanced meristem development, tolerance to oxidative stress and hyposensitivity to nitric oxide in the hypermorphic vq10-H mutant in AtVQ10 gene. PLANT, CELL & ENVIRONMENT 2023; 46:3445-3463. [PMID: 37565511 DOI: 10.1111/pce.14685] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 07/25/2023] [Accepted: 07/31/2023] [Indexed: 08/12/2023]
Abstract
Nitric oxide (NO) and reactive oxygen are common factors in multiple plant responses to stress, and their involvement in hypoxia-triggered responses is key to ensure growth under adverse environmental conditions. Here, we analyse the regulatory functions exerted by hypoxia-, NO- and oxidative stress-inducible Arabidopsis gene coding for the VQ motif-containing protein 10 (VQ10). A hypermorphic vq10-H mutant allowed identifying VQ10-exerted regulation on root and shoot development as well as its role in regulating responses to NO and oxidative stress. Enhanced VQ10 expression in vq10-H plants led to enhanced elongation of the primary root, and increased root cell division and meristem size during early postgermination development. In shoots, VQ10 activation of cell division was counteracted by WRKY33-exerted repression, thus leading to a dwarf bushy phenotype in plants with enhanced VQ10 expression in a wrky33 knock-out background. Low number of differentially expressed genes were identified when vq10-H versus Col-0 plants were compared either under normoxia or hypoxia. vq10-H and VQ10ox plants displayed less tolerance to submergence but, in turn, were more tolerant to oxidative stress and less sensitive to NO than wild-type plants. VQ10 could be a node integrating redox-related regulation on development and stress responses.
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Affiliation(s)
- Beatriz Gayubas
- Instituto de Biología Molecular y Celular de Plantas (Consejo Superior de Investigaciones Científicas-Universidad Politécnica de Valencia), Valencia, Spain
| | - Mari-Cruz Castillo
- Instituto de Biología Molecular y Celular de Plantas (Consejo Superior de Investigaciones Científicas-Universidad Politécnica de Valencia), Valencia, Spain
| | - Sara Ramos
- Instituto de Biología Molecular y Celular de Plantas (Consejo Superior de Investigaciones Científicas-Universidad Politécnica de Valencia), Valencia, Spain
| | - José León
- Instituto de Biología Molecular y Celular de Plantas (Consejo Superior de Investigaciones Científicas-Universidad Politécnica de Valencia), Valencia, Spain
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14
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Ahmad N, Ibrahim S, Kuang L, Ze T, Wang X, Wang H, Dun X. Integrating genome-wide association study with transcriptomic data to predict candidate genes influencing Brassica napus root and biomass-related traits under low phosphorus conditions. BIOTECHNOLOGY FOR BIOFUELS AND BIOPRODUCTS 2023; 16:149. [PMID: 37789456 PMCID: PMC10548562 DOI: 10.1186/s13068-023-02403-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 09/21/2023] [Indexed: 10/05/2023]
Abstract
BACKGROUND Rapeseed (Brassica napus L.) is an essential source of edible oil and livestock feed, as well as a promising source of biofuel. Breeding crops with an ideal root system architecture (RSA) for high phosphorus use efficiency (PUE) is an effective way to reduce the use of phosphate fertilizers. However, the genetic mechanisms that underpin PUE in rapeseed remain elusive. To address this, we conducted a genome-wide association study (GWAS) in 327 rapeseed accessions to elucidate the genetic variability of 13 root and biomass traits under low phosphorus (LP; 0.01 mM P +). Furthermore, RNA-sequencing was performed in root among high/low phosphorus efficient groups (HP1/LP1) and high/low phosphorus stress tolerance groups (HP2/LP2) at two-time points under control and P-stress conditions. RESULTS Significant variations were observed in all measured traits, with heritabilities ranging from 0.47 to 0.72, and significant correlations were found between most of the traits. There were 39 significant trait-SNP associations and 31 suggestive associations, which integrated into 11 valid quantitative trait loci (QTL) clusters, explaining 4.24-24.43% of the phenotypic variance observed. In total, RNA-seq identified 692, 1076, 648, and 934 differentially expressed genes (DEGs) specific to HP1/LP1 and HP2/LP2 under P-stress and control conditions, respectively, while 761 and 860 DEGs common for HP1/LP1 and HP2/LP2 under both conditions. An integrated approach of GWAS, weighted co-expression network, and differential expression analysis identified 12 genes associated with root growth and development under LP stress. In this study, six genes (BnaA04g23490D, BnaA09g08440D, BnaA09g04320D, BnaA09g04350D, BnaA09g04930D, BnaA09g09290D) that showed differential expression were identified as promising candidate genes for the target traits. CONCLUSION 11 QTL clusters and 12 candidate genes associated with root and development under LP stress were identified in this study. Our study's phenotypic and genetic information may be exploited for genetic improvement of root traits to increase PUE in rapeseed.
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Affiliation(s)
- Nazir Ahmad
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, 430062, China
| | - Sani Ibrahim
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, 430062, China
- Department of Plant Biology, Faculty of Life Sciences, College of Physical and Pharmaceutical Sciences, Bayero University, P.M.B. 3011, Kano, 700006, Nigeria
| | - Lieqiong Kuang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, 430062, China
| | - Tian Ze
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, 430062, China
| | - Xinfa Wang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, 430062, China
- Hubei Hongshan Laboratory, Wuhan, 430062, China
| | - Hanzhong Wang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, 430062, China.
- Hubei Hongshan Laboratory, Wuhan, 430062, China.
| | - Xiaoling Dun
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences/Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, 430062, China.
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15
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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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16
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Jiao H, Hua Z, Zhou J, Hu J, Zhao Y, Wang Y, Yuan Y, Huang L. Genome-wide analysis of Panax MADS-box genes reveals role of PgMADS41 and PgMADS44 in modulation of root development and ginsenoside synthesis. Int J Biol Macromol 2023; 233:123648. [PMID: 36780966 DOI: 10.1016/j.ijbiomac.2023.123648] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 01/10/2023] [Accepted: 02/04/2023] [Indexed: 02/13/2023]
Abstract
Panax root is an important material used in food and medicine. Its cultivation and production usually depend on root shape and ginsenoside content. There is limited understanding about the synergistic regulatory mechanisms underlying root development and ginsenoside accumulation in Panax. MADS-box transcription factors possibly play a significant role in regulation of root growth and secondary metabolites. In this study, we identified MADS-box transcription factors of Panax, and found high expression levels of SVP, ANR1 and SOC1-like clade genes in its roots. We confirmed that two SOC1-like genes, PgMADS41 and PgMADS44, bind to expansion gene promoters (PgEXLB5 and PgEXPA13), which contribute to root growth, and to SE-4, CYP716A52v2-4, and β-AS-13 promoters, which participate in ginsenoside Ro biosynthesis. These two genes were found to increase lateral root number and main root length in transgenic Arabidopsis thaliana by improving AtEXLA1, AtEXLA3, AtEXPA5, and AtEXPA6 gene expression. As a non-phytohormone regulatory tool, Ro can stimulate adventitious root growth by influencing their expression and ginsenoside accumulation. Our study provides new insights into the coordinated regulatory function of SOC1-like clade genes in Panax root development and triterpenoid accumulation, paving the way towards understanding root formation and genetic improvement in Panax.
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Affiliation(s)
- Honghong Jiao
- State Key Laboratory of Grassland Agro-ecosystems, Engineering Research Center of Grassland Industry, Ministry of Education, Gansu Tech Innovation Centre of Western China Grassland Industry, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou 730000, China
| | - Zhongyi Hua
- State Key Laboratory of Dao-di Herbs, National Resource Center for Chinese Materia Medica, Chinese Academy of Chinese Medical Sciences, Beijing 100700, China
| | - Junhui Zhou
- State Key Laboratory of Dao-di Herbs, National Resource Center for Chinese Materia Medica, Chinese Academy of Chinese Medical Sciences, Beijing 100700, China
| | - Jin Hu
- State Key Laboratory of Dao-di Herbs, National Resource Center for Chinese Materia Medica, Chinese Academy of Chinese Medical Sciences, Beijing 100700, China
| | - Yuyang Zhao
- State Key Laboratory of Dao-di Herbs, National Resource Center for Chinese Materia Medica, Chinese Academy of Chinese Medical Sciences, Beijing 100700, China
| | - Yingping Wang
- Jilin Agricultural University, Changchun 130118, China
| | - Yuan Yuan
- State Key Laboratory of Dao-di Herbs, National Resource Center for Chinese Materia Medica, Chinese Academy of Chinese Medical Sciences, Beijing 100700, China.
| | - Luqi Huang
- State Key Laboratory of Grassland Agro-ecosystems, Engineering Research Center of Grassland Industry, Ministry of Education, Gansu Tech Innovation Centre of Western China Grassland Industry, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou 730000, China; State Key Laboratory of Dao-di Herbs, National Resource Center for Chinese Materia Medica, Chinese Academy of Chinese Medical Sciences, Beijing 100700, China.
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17
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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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18
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Bawa G, Liu Z, Yu X, Qin A, Sun X. Single-Cell RNA Sequencing for Plant Research: Insights and Possible Benefits. Int J Mol Sci 2022; 23:4497. [PMID: 35562888 PMCID: PMC9100049 DOI: 10.3390/ijms23094497] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 04/09/2022] [Accepted: 04/18/2022] [Indexed: 12/12/2022] Open
Abstract
In recent years, advances in single-cell RNA sequencing (scRNA-seq) technologies have continued to change our views on biological systems by increasing the spatiotemporal resolution of our analysis to single-cell resolution. Application of scRNA-seq to plants enables the comprehensive characterization of both common and rare cell types and cell states, uncovering new cell types and revealing how cell types relate to each other spatially and developmentally. This review provides an overview of scRNA-seq methodologies, highlights the application of scRNA-seq in plant science, justifies why scRNA-seq is a master player of sequencing, and explains the role of single-cell transcriptomics technologies in environmental stress adaptation, alongside the challenges and prospects of single-cell transcriptomics. Collectively, we put forward a central role of single-cell sequencing in plant research.
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Affiliation(s)
- George Bawa
- State Key Laboratory of Crop Stress Adaptation and Improvement, School of Life Sciences, Henan University, 85 Minglun Street, Kaifeng 475001, China; (G.B.); (Z.L.); (X.Y.); (A.Q.)
- State Key Laboratory of Cotton Biology, School of Life Sciences, Henan University, 85 Minglun Street, Kaifeng 475001, China
- Key Laboratory of Plant Stress Biology, School of Life Sciences, Henan University, 85 Minglun Street, Kaifeng 475001, China
| | - Zhixin Liu
- State Key Laboratory of Crop Stress Adaptation and Improvement, School of Life Sciences, Henan University, 85 Minglun Street, Kaifeng 475001, China; (G.B.); (Z.L.); (X.Y.); (A.Q.)
- State Key Laboratory of Cotton Biology, School of Life Sciences, Henan University, 85 Minglun Street, Kaifeng 475001, China
- Key Laboratory of Plant Stress Biology, School of Life Sciences, Henan University, 85 Minglun Street, Kaifeng 475001, China
| | - Xiaole Yu
- State Key Laboratory of Crop Stress Adaptation and Improvement, School of Life Sciences, Henan University, 85 Minglun Street, Kaifeng 475001, China; (G.B.); (Z.L.); (X.Y.); (A.Q.)
- State Key Laboratory of Cotton Biology, School of Life Sciences, Henan University, 85 Minglun Street, Kaifeng 475001, China
- Key Laboratory of Plant Stress Biology, School of Life Sciences, Henan University, 85 Minglun Street, Kaifeng 475001, China
| | - Aizhi Qin
- State Key Laboratory of Crop Stress Adaptation and Improvement, School of Life Sciences, Henan University, 85 Minglun Street, Kaifeng 475001, China; (G.B.); (Z.L.); (X.Y.); (A.Q.)
- State Key Laboratory of Cotton Biology, School of Life Sciences, Henan University, 85 Minglun Street, Kaifeng 475001, China
- Key Laboratory of Plant Stress Biology, School of Life Sciences, Henan University, 85 Minglun Street, Kaifeng 475001, China
| | - Xuwu Sun
- State Key Laboratory of Crop Stress Adaptation and Improvement, School of Life Sciences, Henan University, 85 Minglun Street, Kaifeng 475001, China; (G.B.); (Z.L.); (X.Y.); (A.Q.)
- State Key Laboratory of Cotton Biology, School of Life Sciences, Henan University, 85 Minglun Street, Kaifeng 475001, China
- Key Laboratory of Plant Stress Biology, School of Life Sciences, Henan University, 85 Minglun Street, Kaifeng 475001, China
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19
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Shahan R, Hsu CW, Nolan TM, Cole BJ, Taylor IW, Greenstreet L, Zhang S, Afanassiev A, Vlot AHC, Schiebinger G, Benfey PN, Ohler U. A single-cell Arabidopsis root atlas reveals developmental trajectories in wild-type and cell identity mutants. Dev Cell 2022; 57:543-560.e9. [PMID: 35134336 DOI: 10.1101/2020.06.29.178863] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 10/27/2021] [Accepted: 01/13/2022] [Indexed: 05/22/2023]
Abstract
In all multicellular organisms, transcriptional networks orchestrate organ development. The Arabidopsis root, with its simple structure and indeterminate growth, is an ideal model for investigating the spatiotemporal transcriptional signatures underlying developmental trajectories. To map gene expression dynamics across root cell types and developmental time, we built a comprehensive, organ-scale atlas at single-cell resolution. In addition to estimating developmental progressions in pseudotime, we employed the mathematical concept of optimal transport to infer developmental trajectories and identify their underlying regulators. To demonstrate the utility of the atlas to interpret new datasets, we profiled mutants for two key transcriptional regulators at single-cell resolution, shortroot and scarecrow. We report transcriptomic and in vivo evidence for tissue trans-differentiation underlying a mixed cell identity phenotype in scarecrow. Our results support the atlas as a rich community resource for unraveling the transcriptional programs that specify and maintain cell identity to regulate spatiotemporal organ development.
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Affiliation(s)
- Rachel Shahan
- Department of Biology, Duke University, Durham, NC 27708, USA
| | - Che-Wei Hsu
- Department of Biology, Humboldt Universität zu Berlin, 10117 Berlin, Germany; The Berlin Institute for Medical Systems Biology, Max Delbrück Center for Molecular Medicine, 10115 Berlin, Germany
| | - Trevor M Nolan
- Department of Biology, Duke University, Durham, NC 27708, USA
| | - Benjamin J Cole
- Department of Energy Joint Genome Institute, Walnut Creek, CA 94598, USA
| | - Isaiah W Taylor
- Department of Biology, Duke University, Durham, NC 27708, USA
| | - Laura Greenstreet
- Department of Mathematics, University of British Columbia, Vancouver, BC V6T 1Z2, Canada
| | - Stephen Zhang
- Department of Mathematics, University of British Columbia, Vancouver, BC V6T 1Z2, Canada
| | - Anton Afanassiev
- Department of Mathematics, University of British Columbia, Vancouver, BC V6T 1Z2, Canada
| | - Anna Hendrika Cornelia Vlot
- The Berlin Institute for Medical Systems Biology, Max Delbrück Center for Molecular Medicine, 10115 Berlin, Germany; Department of Computer Science, Humboldt Universität zu Berlin, 10117 Berlin, Germany
| | - Geoffrey Schiebinger
- Department of Mathematics, University of British Columbia, Vancouver, BC V6T 1Z2, Canada
| | - Philip N Benfey
- Department of Biology, Duke University, Durham, NC 27708, USA; Howard Hughes Medical Institute, Duke University, Durham, NC 27708, USA.
| | - Uwe Ohler
- Department of Biology, Humboldt Universität zu Berlin, 10117 Berlin, Germany; The Berlin Institute for Medical Systems Biology, Max Delbrück Center for Molecular Medicine, 10115 Berlin, Germany; Department of Computer Science, Humboldt Universität zu Berlin, 10117 Berlin, Germany.
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20
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Shahan R, Hsu CW, Nolan TM, Cole BJ, Taylor IW, Greenstreet L, Zhang S, Afanassiev A, Vlot AHC, Schiebinger G, Benfey PN, Ohler U. A single-cell Arabidopsis root atlas reveals developmental trajectories in wild-type and cell identity mutants. Dev Cell 2022; 57:543-560.e9. [PMID: 35134336 PMCID: PMC9014886 DOI: 10.1016/j.devcel.2022.01.008] [Citation(s) in RCA: 151] [Impact Index Per Article: 50.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 10/27/2021] [Accepted: 01/13/2022] [Indexed: 12/13/2022]
Abstract
In all multicellular organisms, transcriptional networks orchestrate organ development. The Arabidopsis root, with its simple structure and indeterminate growth, is an ideal model for investigating the spatiotemporal transcriptional signatures underlying developmental trajectories. To map gene expression dynamics across root cell types and developmental time, we built a comprehensive, organ-scale atlas at single-cell resolution. In addition to estimating developmental progressions in pseudotime, we employed the mathematical concept of optimal transport to infer developmental trajectories and identify their underlying regulators. To demonstrate the utility of the atlas to interpret new datasets, we profiled mutants for two key transcriptional regulators at single-cell resolution, shortroot and scarecrow. We report transcriptomic and in vivo evidence for tissue trans-differentiation underlying a mixed cell identity phenotype in scarecrow. Our results support the atlas as a rich community resource for unraveling the transcriptional programs that specify and maintain cell identity to regulate spatiotemporal organ development.
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Affiliation(s)
- Rachel Shahan
- Department of Biology, Duke University, Durham, NC 27708, USA
| | - Che-Wei Hsu
- Department of Biology, Humboldt Universität zu Berlin, 10117 Berlin, Germany; The Berlin Institute for Medical Systems Biology, Max Delbrück Center for Molecular Medicine, 10115 Berlin, Germany
| | - Trevor M Nolan
- Department of Biology, Duke University, Durham, NC 27708, USA
| | - Benjamin J Cole
- Department of Energy Joint Genome Institute, Walnut Creek, CA 94598, USA
| | - Isaiah W Taylor
- Department of Biology, Duke University, Durham, NC 27708, USA
| | - Laura Greenstreet
- Department of Mathematics, University of British Columbia, Vancouver, BC V6T 1Z2, Canada
| | - Stephen Zhang
- Department of Mathematics, University of British Columbia, Vancouver, BC V6T 1Z2, Canada
| | - Anton Afanassiev
- Department of Mathematics, University of British Columbia, Vancouver, BC V6T 1Z2, Canada
| | - Anna Hendrika Cornelia Vlot
- The Berlin Institute for Medical Systems Biology, Max Delbrück Center for Molecular Medicine, 10115 Berlin, Germany; Department of Computer Science, Humboldt Universität zu Berlin, 10117 Berlin, Germany
| | - Geoffrey Schiebinger
- Department of Mathematics, University of British Columbia, Vancouver, BC V6T 1Z2, Canada
| | - Philip N Benfey
- Department of Biology, Duke University, Durham, NC 27708, USA; Howard Hughes Medical Institute, Duke University, Durham, NC 27708, USA.
| | - Uwe Ohler
- Department of Biology, Humboldt Universität zu Berlin, 10117 Berlin, Germany; The Berlin Institute for Medical Systems Biology, Max Delbrück Center for Molecular Medicine, 10115 Berlin, Germany; Department of Computer Science, Humboldt Universität zu Berlin, 10117 Berlin, Germany.
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21
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Baulies JL, Bresso EG, Goldy C, Palatnik JF, Schommer C. Potent inhibition of TCP transcription factors by miR319 ensures proper root growth in Arabidopsis. PLANT MOLECULAR BIOLOGY 2022; 108:93-103. [PMID: 34982361 DOI: 10.1007/s11103-021-01227-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 11/22/2021] [Indexed: 06/14/2023]
Abstract
Proper root growth depends on the clearance of TCP transcripts from the root apical meristem by microRNA miR319. The evolutionarily conserved microRNA miR319 regulates genes encoding TCP transcription factors in angiosperms. The miR319-TCP module controls cell proliferation and differentiation in leaves and other aerial organs. The current model sustains that miR319 quantitatively tunes TCP activity during leaf growth and development, ultimately affecting its size. In this work we studied how this module participates in Arabidopsis root development. We found that misregulation of TCP activity through impairment of miR319 binding decreased root meristem size and root length. Cellular and molecular analyses revealed that high TCP activity affects cell number and cyclin expression but not mature cell length, indicating that, in roots, unchecking the expression of miR319-regulated TCPs significantly affects cell proliferation. Conversely, tcp multiple mutants showed no obvious effect on root growth, but strong defects in leaf morphogenesis. Therefore, in contrast to the quantitative regulation of the TCPs by miR319 in leaves, our data suggest that miR319 clears TCP transcripts from root cells. Hence, we provide new insights into the functions of the miR319-TCP regulatory system in Arabidopsis development, highlighting a different modus operandi for its action mechanism in roots and shoots.
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Affiliation(s)
- Julia L Baulies
- Instituto de Biología Molecular y Celular de Rosario, Ocampo y Esmeralda s/n, 2000, Rosario, Argentina
| | - Edgardo G Bresso
- Instituto de Biología Molecular y Celular de Rosario, Ocampo y Esmeralda s/n, 2000, Rosario, Argentina
| | - Camila Goldy
- Instituto de Biología Molecular y Celular de Rosario, Ocampo y Esmeralda s/n, 2000, Rosario, Argentina
| | - Javier F Palatnik
- Instituto de Biología Molecular y Celular de Rosario, Ocampo y Esmeralda s/n, 2000, Rosario, Argentina
- Centro de Estudios Interdisciplinarios (CEI), Universidad Nacional de Rosario, Maipú 1065, 2000, Rosario, Argentina
| | - Carla Schommer
- Instituto de Biología Molecular y Celular de Rosario, Ocampo y Esmeralda s/n, 2000, Rosario, Argentina.
- Centro de Estudios Interdisciplinarios (CEI), Universidad Nacional de Rosario, Maipú 1065, 2000, Rosario, Argentina.
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22
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Differential expression pattern of novel MADS-box genes in early root formation and differentiation of sweet potato. Gene Expr Patterns 2021; 43:119216. [PMID: 34798351 DOI: 10.1016/j.gep.2021.119216] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Revised: 09/10/2021] [Accepted: 10/24/2021] [Indexed: 11/23/2022]
Abstract
MADS-box genes are important transcription factors affecting overall development, but their role in sweet potato [Ipomoea batatas (L.) Lam.] has not been fully studied. This study isolated six novel MADS-box genes (IbSOC1, IbFUL1, IbAGL6, IbSVP1, IbSVP2, and IbSVP3) from sweet potato [Ipomoea batatas (L.) Lam. cv. Annouimo] during the early root differentiation stage using the de novo transcriptome assembly sequencing method. At the early root differentiation (between 0 and 3 days after transplanting), the IbSOC1, IbFUL1, and IbSVP2 genes decreased rapidly, whereas the IbSVP3 gene decreased gradually. In the early stages of root formation (0-30 days), the levels of IbSVP1 and IbSVP3 expression were steady, but the levels of IbSOC1 expression decreased gradually. The expression of six novel genes was also conducted in the tuberous root formation stage (30-90 days), and the IbSVP3 gene increased significantly according to the formation of the tuberous root. Six novel MADS-box genes that were believed to influence the entire root formation of sweet potato were isolated from the sweet potato. This study provides a genetic basis for further research on sweet potato root formation and development.
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23
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Marconi M, Gallemi M, Benkova E, Wabnik K. A coupled mechano-biochemical model for cell polarity guided anisotropic root growth. eLife 2021; 10:72132. [PMID: 34723798 PMCID: PMC8716106 DOI: 10.7554/elife.72132] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 10/26/2021] [Indexed: 11/21/2022] Open
Abstract
Plants develop new organs to adjust their bodies to dynamic changes in the environment. How independent organs achieve anisotropic shapes and polarities is poorly understood. To address this question, we constructed a mechano-biochemical model for Arabidopsis root meristem growth that integrates biologically plausible principles. Computer model simulations demonstrate how differential growth of neighboring tissues results in the initial symmetry-breaking leading to anisotropic root growth. Furthermore, the root growth feeds back on a polar transport network of the growth regulator auxin. Model, predictions are in close agreement with in vivo patterns of anisotropic growth, auxin distribution, and cell polarity, as well as several root phenotypes caused by chemical, mechanical, or genetic perturbations. Our study demonstrates that the combination of tissue mechanics and polar auxin transport organizes anisotropic root growth and cell polarities during organ outgrowth. Therefore, a mobile auxin signal transported through immobile cells drives polarity and growth mechanics to coordinate complex organ development.
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Affiliation(s)
- Marco Marconi
- CBGP Centro de Biotecnologia y Genomica de Plantas UPM-INIA, Pozuelo de Alarcón, Spain
| | - Marcal Gallemi
- Institute of Science and Technology (IST), Klosterneuburg, Austria
| | - Eva Benkova
- Institute of Science and Technology (IST), Klosterneuburg, Austria
| | - Krzysztof Wabnik
- CBGP Centro de Biotecnologia y Genomica de Plantas UPM-INIA, Pozuelo de Alarcón, Spain
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24
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Dubrovsky JG, Ivanov VB. The quiescent centre of the root apical meristem: conceptual developments from Clowes to modern times. JOURNAL OF EXPERIMENTAL BOTANY 2021; 72:6687-6707. [PMID: 34161558 DOI: 10.1093/jxb/erab305] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Accepted: 06/23/2021] [Indexed: 06/13/2023]
Abstract
In this review we discuss the concepts of the quiescent centre (QC) of the root apical meristem (RAM) and their change over time, from their formulation by F.A.L. Clowes to the present. This review is dedicated to the 100th anniversary of the birth of Clowes, and we present his short biography and a full bibliography of Clowes' work. Over time, the concept of the QC proved to be useful for the understanding of RAM organization and behaviour. We focus specifically on conceptual developments, from the organization of the QC to understanding its functions in RAM maintenance and activity, ranging from a model species, Arabidopsis thaliana, to crops. Concepts of initial cells, stem cells, and heterogeneity of the QC cells in the context of functional and structural stem cells are considered. We review the role of the QC in the context of cell flux in the RAM and the nature of quiescence of the QC cells. We discuss the origin of the QC and fluctuation of its size in ontogenesis and why the QC cells are more resistant to stress. Contemporary concepts of the organizer and stem cell niche are also considered. We also propose how the stem cell niche in the RAM can be defined in roots of a non-model species.
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Affiliation(s)
- Joseph G Dubrovsky
- Departamento de Biología Molecular de Plantas, Instituto de Biotecnología, Universidad Nacional Autónoma de México (UNAM), Cuernavaca, Mexico
| | - Victor B Ivanov
- Department of Root Physiology, Timiryazev Institute of Plant Physiology, Russian Academy of Sciences, Moscow, Russia
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25
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Lu R, Canher B, Bisht A, Heyman J, De Veylder L. Three-dimensional quantitative analysis of the Arabidopsis quiescent centre. JOURNAL OF EXPERIMENTAL BOTANY 2021; 72:6789-6800. [PMID: 34459899 DOI: 10.1093/jxb/erab404] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 08/30/2021] [Indexed: 06/13/2023]
Abstract
Quiescent centre (QC) cells represent an integral part of the root stem cell niche. They typically display a low division frequency that has been reported to be controlled by hormone signaling and different regulators, including the ETHYLENE RESPONSE FACTOR 115 (ERF115) transcription factor and D-type cyclins. Here, we applied a three-dimensional (3D) imaging to visualize the Arabidopsis QC cell number, volume and division patterns, including visualization of anticlinal divisions that cannot be deduced from longitudinal 2D imaging. We found that 5-day-old seedlings possess on average eight QC cells which are organized in a monolayered disc. In a period of 7 d, half of the QC cells undergo anticlinal division in a largely invariant space. Ectopic expression of ERF115 and CYCLIN D1;1 (CYCD1;1) promote both anticlinal and periclinal QC cell divisions, the latter resulting in a dual-layered QC zone holding up to 2-fold more QC cells compared with the wild type. In contrast, application of cytokinin or ethylene results in an increase in the number of periclinal, but a decrease in anticlinal QC divisions, suggesting that they control the orientation of QC cell division. Our data illustrate the power of 3D visualization in revealing unexpected QC characteristics.
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Affiliation(s)
- Ran Lu
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Gent,Belgium
- Center for Plant Systems Biology, VIB, 9052 Gent,Belgium
| | - Balkan Canher
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Gent,Belgium
- Center for Plant Systems Biology, VIB, 9052 Gent,Belgium
| | - Anchal Bisht
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Gent,Belgium
- Center for Plant Systems Biology, VIB, 9052 Gent,Belgium
| | - Jefri Heyman
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Gent,Belgium
- Center for Plant Systems Biology, VIB, 9052 Gent,Belgium
| | - Lieven De Veylder
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Gent,Belgium
- Center for Plant Systems Biology, VIB, 9052 Gent,Belgium
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26
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Shahan R, Nolan TM, Benfey PN. Single-cell analysis of cell identity in the Arabidopsis root apical meristem: insights and opportunities. JOURNAL OF EXPERIMENTAL BOTANY 2021; 72:6679-6686. [PMID: 34018001 PMCID: PMC8513161 DOI: 10.1093/jxb/erab228] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 05/18/2021] [Indexed: 05/06/2023]
Abstract
A fundamental question in developmental biology is how the progeny of stem cells become differentiated tissues. The Arabidopsis root is a tractable model to address this question due to its simple organization and defined cell lineages. In particular, the zone of dividing cells at the root tip-the root apical meristem-presents an opportunity to map the gene regulatory networks underlying stem cell niche maintenance, tissue patterning, and cell identity acquisition. To identify molecular regulators of these processes, studies over the last 20 years employed global profiling of gene expression patterns. However, these technologies are prone to information loss due to averaging gene expression signatures over multiple cell types and/or developmental stages. Recently developed high-throughput methods to profile gene expression at single-cell resolution have been successfully applied to plants. Here, we review insights from the first published single-cell mRNA sequencing and chromatin accessibility datasets generated from Arabidopsis roots. These studies successfully reconstruct developmental trajectories, phenotype cell identity mutants at unprecedented resolution, and reveal cell type-specific responses to environmental stimuli. The experimental insight gained from Arabidopsis paves the way to profile roots from additional species.
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Affiliation(s)
- Rachel Shahan
- Department of Biology, Duke University, Durham, NC 27708, USA
| | - Trevor M Nolan
- Department of Biology, Duke University, Durham, NC 27708, USA
| | - Philip N Benfey
- Department of Biology, Duke University, Durham, NC 27708, USA
- Howard Hughes Medical Institute, Duke University, Durham, NC 27708, USA
- Correspondence:
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27
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Matosevich R, Efroni I. The quiescent center and root regeneration. JOURNAL OF EXPERIMENTAL BOTANY 2021; 72:6739-6745. [PMID: 34324634 PMCID: PMC8513162 DOI: 10.1093/jxb/erab319] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 07/03/2021] [Indexed: 05/26/2023]
Abstract
Since its discovery by F.A.L Clowes, extensive research has been dedicated to identifying the functions of the quiescent center (QC). One of the earliest hypotheses was that it serves a key role in regeneration of the root meristem. Recent works provided support for this hypothesis and began to elucidate the molecular mechanisms underlying this phenomenon. There are two scenarios to consider when assessing the role of the QC in regeneration: one, when the damage leaves the QC intact; and the other, when the QC itself is destroyed. In the first scenario, multiple factors are recruited to activate QC cell division in order to replace damaged cells, but whether the QC has a role in the second scenario is less clear. Both using gene expression studies and following the cell division pattern have shown that the QC is assembled gradually, only to appear as a coherent identity late in regeneration. Similar late emergence of the QC was observed during the de novo formation of the lateral root meristem. These observations can lead to the conclusion that the QC has no role in regeneration. However, activities normally occurring in QC cells, such as local auxin biosynthesis, are still found during regeneration but occur in different cells in the regenerating meristem. Thus, we explore an alternative hypothesis, that following destruction of the QC, QC-related gene activity is temporarily distributed to other cells in the regenerating meristem, and only coalesce into a distinct cell identity when regeneration is complete.
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Affiliation(s)
- Rotem Matosevich
- The Institute of Plant Sciences, Faculty of Agriculture, The Hebrew University, Rehovot, Israel
| | - Idan Efroni
- The Institute of Plant Sciences, Faculty of Agriculture, The Hebrew University, Rehovot, Israel
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28
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Leonardo B, Emanuela T, Letizia MM, Antonella M, Marco M, Fabrizio A, Beatrice BM, Adriana C. Cadmium affects cell niches maintenance in Arabidopsis thaliana post-embryonic shoot and root apical meristem by altering the expression of WUS/WOX homolog genes and cytokinin accumulation. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2021; 167:785-794. [PMID: 34530323 DOI: 10.1016/j.plaphy.2021.09.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Revised: 09/08/2021] [Accepted: 09/09/2021] [Indexed: 06/13/2023]
Abstract
Cadmium (Cd) is one of the most widespread polluting heavy metals in both terrestrial and aquatic environments and represents an extremely significant pollutant causing severe environmental and social problems due to its high toxicity and large solubility in water. In plants, the root is the first organ that get in contact with Cd. It is absorbed by the root system and translocated to the shoot and leaves through xylem loading, causing a variety of genetic, biochemical, and physiological damages. Cd inhibits both the root and shoot growth, but the mechanisms underlying this inhibition remain elusive. In this context in the present work we focused the attention on the effects of Cd on meristem size and organization of both shoot and root. To this aim morpho-histological and molecular analyses were carried out on 5 days old seedlings exposed or not to Cd (100 μM and 150 μM for 24) of wild type and transgenic lines expressing molecular markers with an important role in shoot and root pattern organization. More precisely, we monitored the expression pattern of WUS/CLV3 and WOX5 transcription factors involved in the establishment and maintenance of stem cell niche and the control of meristem size and of TCSn::GFP cytokinin-sensitive sensor as relevant components of hormone circuit controlling shoot and root growth. The results highlighted that the treatments with Cd impacts shoot and root size and shape by altering the paralogous WOX genes expression via cytokinin accumulation.
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Affiliation(s)
- Bruno Leonardo
- Dipartimento di Biologia, Ecologia e Scienza della Terra, Università della Calabria (DiBEST-UNICAL), Arcavacata di Rende, Italy.
| | - Talarico Emanuela
- Dipartimento di Biologia, Ecologia e Scienza della Terra, Università della Calabria (DiBEST-UNICAL), Arcavacata di Rende, Italy
| | - Madeo Maria Letizia
- Dipartimento di Biologia, Ecologia e Scienza della Terra, Università della Calabria (DiBEST-UNICAL), Arcavacata di Rende, Italy
| | - Muto Antonella
- Dipartimento di Biologia, Ecologia e Scienza della Terra, Università della Calabria (DiBEST-UNICAL), Arcavacata di Rende, Italy
| | - Minervino Marco
- Dipartimento di Biologia, Ecologia e Scienza della Terra, Università della Calabria (DiBEST-UNICAL), Arcavacata di Rende, Italy
| | - Araniti Fabrizio
- Dipartimento di Scienze Agrarie e Ambientali - Produzione, Territorio, Agroenergia, Università Statale di Milano, Via Celoria n°2, 20133, Milano, Italy
| | - Bitonti Maria Beatrice
- Dipartimento di Biologia, Ecologia e Scienza della Terra, Università della Calabria (DiBEST-UNICAL), Arcavacata di Rende, Italy
| | - Chiappetta Adriana
- Dipartimento di Biologia, Ecologia e Scienza della Terra, Università della Calabria (DiBEST-UNICAL), Arcavacata di Rende, Italy
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29
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Ayra L, Reyero-Saavedra MDR, Isidra-Arellano MC, Lozano L, Ramírez M, Leija A, Fuentes SI, Girard L, Valdés-López O, Hernández G. Control of the Rhizobia Nitrogen-Fixing Symbiosis by Common Bean MADS-Domain/AGL Transcription Factors. FRONTIERS IN PLANT SCIENCE 2021; 12:679463. [PMID: 34163511 PMCID: PMC8216239 DOI: 10.3389/fpls.2021.679463] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 05/10/2021] [Indexed: 05/25/2023]
Abstract
Plants MADS-domain/AGL proteins constitute a large transcription factor (TF) family that controls the development of almost every plant organ. We performed a phylogeny of (ca. 500) MADS-domain proteins from Arabidopsis and four legume species. We identified clades with Arabidopsis MADS-domain proteins known to participate in root development that grouped legume MADS-proteins with similar high expression in roots and nodules. In this work, we analyzed the role of AGL transcription factors in the common bean (Phaseolus vulgaris) - Rhizobium etli N-fixing symbiosis. Sixteen P. vulgaris AGL genes (PvAGL), out of 93 family members, are expressed - at different levels - in roots and nodules. From there, we selected the PvAGL gene denominated PvFUL-like for overexpression or silencing in composite plants, with transgenic roots and nodules, that were used for phenotypic analysis upon inoculation with Rhizobium etli. Because of sequence identity in the DNA sequence used for RNAi-FUL-like construct, roots, and nodules expressing this construct -referred to as RNAi_AGL- showed lower expression of other five PvAGL genes highly expressed in roots/nodules. Contrasting with PvFUL-like overexpressing plants, rhizobia-inoculated plants expressing the RNAi_AGL silencing construct presented affection in the generation and growth of transgenic roots from composite plants, both under non-inoculated or rhizobia-inoculated condition. Furthermore, the rhizobia-inoculated plants showed decreased rhizobial infection concomitant with the lower expression level of early symbiotic genes and increased number of small, ineffective nodules that indicate an alteration in the autoregulation of the nodulation symbiotic process. We propose that the positive effects of PvAGL TF in the rhizobia symbiotic processes result from its potential interplay with NIN, the master symbiotic TF regulator, that showed a CArG-box consensus DNA sequence recognized for DNA binding of AGL TF and presented an increased or decreased expression level in roots from non-inoculated plants transformed with OE_FUL or RNAi_AGL construct, respectively. Our work contributes to defining novel transcriptional regulators for the common bean - rhizobia N-fixing symbiosis, a relevant process for sustainable agriculture.
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Affiliation(s)
- Litzy Ayra
- Programa de Genómica Funcional de Eukaryotes, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Cuernavaca, Mexico
| | - María del Rocio Reyero-Saavedra
- Laboratorio de Genómica Funcional de Leguminosas, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla de Baz, Mexico
| | - Mariel C. Isidra-Arellano
- Laboratorio de Genómica Funcional de Leguminosas, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla de Baz, Mexico
| | - Luis Lozano
- Unidad de Análisis Bioinformáticos, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Cuernavaca, Mexico
| | - Mario Ramírez
- Programa de Genómica Funcional de Eukaryotes, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Cuernavaca, Mexico
| | - Alfonso Leija
- Programa de Genómica Funcional de Eukaryotes, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Cuernavaca, Mexico
| | - Sara-Isabel Fuentes
- Programa de Genómica Funcional de Eukaryotes, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Cuernavaca, Mexico
| | - Lourdes Girard
- Programa de Biología de Sistemas y Biología Sintética, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Cuernavaca, Mexico
| | - Oswaldo Valdés-López
- Laboratorio de Genómica Funcional de Leguminosas, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla de Baz, Mexico
| | - Georgina Hernández
- Programa de Genómica Funcional de Eukaryotes, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Cuernavaca, Mexico
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30
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Gu X, Fonseka K, Agneessens J, Casson SA, Smertenko A, Guo G, Topping JF, Hussey PJ, Lindsey K. The Arabidopsis R-SNARE VAMP714 is essential for polarisation of PIN proteins and auxin responses. THE NEW PHYTOLOGIST 2021; 230:550-566. [PMID: 33454983 PMCID: PMC8651015 DOI: 10.1111/nph.17205] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 12/23/2020] [Indexed: 05/27/2023]
Abstract
The plant hormone auxin and its directional intercellular transport play a major role in diverse aspects of plant growth and development. The establishment of auxin gradients requires the asymmetric distribution of members of the auxin efflux carrier PIN-FORMED (PIN) protein family to the plasma membrane. An endocytic pathway regulates the recycling of PIN proteins between the plasma membrane and endosomes, providing a mechanism for dynamic localisation. N-Ethylmaleimide-sensitive factor adaptor protein receptors (SNAP receptors, SNAREs) mediate fusion between vesicles and target membranes and are classed as Q- or R-SNAREs based on their sequence. We analysed gain- and loss-of-function mutants, dominant-negative transgenics and localisation of the Arabidopsis R-SNARE VAMP714 protein to understand its function. We demonstrate that VAMP714 is essential for the insertion of PINs into the plasma membrane, for polar auxin transport, root gravitropism and morphogenesis. VAMP714 gene expression is upregulated by auxin, and the VAMP714 protein co-localises with endoplasmic reticulum and Golgi vesicles and with PIN proteins at the plasma membrane. It is proposed that VAMP714 mediates the delivery of PIN-carrying vesicles to the plasma membrane, and that this forms part of a positive regulatory loop in which auxin activates a VAMP714-dependent PIN/auxin transport system to control development.
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Affiliation(s)
- Xiaoyan Gu
- Department of BiosciencesDurham UniversitySouth RoadDurhamDH1 3LEUK
- Ministry of Education Key Laboratory of Cell Activities and Stress AdaptationsSchool of Life SciencesLanzhou UniversityLanzhou730000China
| | - Kumari Fonseka
- Department of BiosciencesDurham UniversitySouth RoadDurhamDH1 3LEUK
| | | | - Stuart A. Casson
- Department of BiosciencesDurham UniversitySouth RoadDurhamDH1 3LEUK
| | - Andrei Smertenko
- Department of BiosciencesDurham UniversitySouth RoadDurhamDH1 3LEUK
| | - Guangqin Guo
- Ministry of Education Key Laboratory of Cell Activities and Stress AdaptationsSchool of Life SciencesLanzhou UniversityLanzhou730000China
| | | | | | - Keith Lindsey
- Department of BiosciencesDurham UniversitySouth RoadDurhamDH1 3LEUK
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31
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Zhang L, Luo P, Bai J, Wu L, Di DW, Liu HQ, Li JJ, Liu YL, Khaskheli AJ, Zhao CM, Guo GQ. Function of histone H2B monoubiquitination in transcriptional regulation of auxin biosynthesis in Arabidopsis. Commun Biol 2021; 4:206. [PMID: 33589721 PMCID: PMC7884795 DOI: 10.1038/s42003-021-01733-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 01/13/2021] [Indexed: 11/09/2022] Open
Abstract
The auxin IAA is a vital plant hormone in controlling growth and development, but our knowledge about its complicated biosynthetic pathways and molecular regulation are still limited and fragmentary. cytokinin induced root waving 2 (ckrw2) was isolated as one of the auxin-deficient mutants in a large-scale forward genetic screen aiming to find more genes functioning in auxin homeostasis and/or its regulation. Here we show that CKRW2 is identical to Histone Monoubiquitination 1 (HUB1), a gene encoding an E3 ligase required for histone H2B monoubiquitination (H2Bub1) in Arabidopsis. In addition to pleiotropic defects in growth and development, loss of CKRW2/HUB1 function also led to typical auxin-deficient phenotypes in roots, which was associated with significantly lower expression levels of several functional auxin synthetic genes, namely TRP2/TSB1, WEI7/ASB1, YUC7 and AMI1. Corresponding defects in H2Bub1 were detected in the coding regions of these genes by chromatin immunoprecipitation (ChIP) analysis, indicating the involvement of H2Bub1 in regulating auxin biosynthesis. Importantly, application of exogenous cytokinin (CK) could stimulate CKRW2/HUB1 expression, providing an epigenetic avenue for CK to regulate the auxin homeostasis. Our results reveal a previously unknown mechanism for regulating auxin biosynthesis via HUB1/2-mediated H2Bub1 at the chromatin level.
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Affiliation(s)
- Li Zhang
- Institute of Cell Biology and MOE Key Laboratory of Cell Activities and Stress Adaptations, School of Life Sciences, Lanzhou University, Lanzhou, Gansu, P.R. China
| | - Pan Luo
- Institute of Cell Biology and MOE Key Laboratory of Cell Activities and Stress Adaptations, School of Life Sciences, Lanzhou University, Lanzhou, Gansu, P.R. China.,College of Life Science and Technology, Gansu Agricultural University, Lanzhou, Gansu, P.R. China
| | - Jie Bai
- Institute of Cell Biology and MOE Key Laboratory of Cell Activities and Stress Adaptations, School of Life Sciences, Lanzhou University, Lanzhou, Gansu, P.R. China
| | - Lei Wu
- Institute of Cell Biology and MOE Key Laboratory of Cell Activities and Stress Adaptations, School of Life Sciences, Lanzhou University, Lanzhou, Gansu, P.R. China
| | - Dong-Wei Di
- Institute of Cell Biology and MOE Key Laboratory of Cell Activities and Stress Adaptations, School of Life Sciences, Lanzhou University, Lanzhou, Gansu, P.R. China.,State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, P.R. China
| | - Hai-Qing Liu
- Institute of Cell Biology and MOE Key Laboratory of Cell Activities and Stress Adaptations, School of Life Sciences, Lanzhou University, Lanzhou, Gansu, P.R. China
| | - Jing-Jing Li
- Institute of Cell Biology and MOE Key Laboratory of Cell Activities and Stress Adaptations, School of Life Sciences, Lanzhou University, Lanzhou, Gansu, P.R. China
| | - Ya-Li Liu
- Institute of Cell Biology and MOE Key Laboratory of Cell Activities and Stress Adaptations, School of Life Sciences, Lanzhou University, Lanzhou, Gansu, P.R. China
| | - Allah Jurio Khaskheli
- Institute of Cell Biology and MOE Key Laboratory of Cell Activities and Stress Adaptations, School of Life Sciences, Lanzhou University, Lanzhou, Gansu, P.R. China
| | - Chang-Ming Zhao
- Institute of Cell Biology and MOE Key Laboratory of Cell Activities and Stress Adaptations, School of Life Sciences, Lanzhou University, Lanzhou, Gansu, P.R. China. .,State Key Laboratory of Grassland Agro-Ecosystems, School of Life Sciences, Lanzhou University, Lanzhou, P.R. China.
| | - Guang-Qin Guo
- Institute of Cell Biology and MOE Key Laboratory of Cell Activities and Stress Adaptations, School of Life Sciences, Lanzhou University, Lanzhou, Gansu, P.R. China.
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McCoy RM, Julian R, Kumar SRV, Ranjan R, Varala K, Li Y. A Systems Biology Approach to Identify Essential Epigenetic Regulators for Specific Biological Processes in Plants. PLANTS (BASEL, SWITZERLAND) 2021; 10:plants10020364. [PMID: 33668664 PMCID: PMC7918732 DOI: 10.3390/plants10020364] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 02/02/2021] [Accepted: 02/07/2021] [Indexed: 05/05/2023]
Abstract
Upon sensing developmental or environmental cues, epigenetic regulators transform the chromatin landscape of a network of genes to modulate their expression and dictate adequate cellular and organismal responses. Knowledge of the specific biological processes and genomic loci controlled by each epigenetic regulator will greatly advance our understanding of epigenetic regulation in plants. To facilitate hypothesis generation and testing in this domain, we present EpiNet, an extensive gene regulatory network (GRN) featuring epigenetic regulators. EpiNet was enabled by (i) curated knowledge of epigenetic regulators involved in DNA methylation, histone modification, chromatin remodeling, and siRNA pathways; and (ii) a machine-learning network inference approach powered by a wealth of public transcriptome datasets. We applied GENIE3, a machine-learning network inference approach, to mine public Arabidopsis transcriptomes and construct tissue-specific GRNs with both epigenetic regulators and transcription factors as predictors. The resultant GRNs, named EpiNet, can now be intersected with individual transcriptomic studies on biological processes of interest to identify the most influential epigenetic regulators, as well as predicted gene targets of the epigenetic regulators. We demonstrate the validity of this approach using case studies of shoot and root apical meristem development.
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Affiliation(s)
- Rachel M. McCoy
- Department of Horticulture and Landscape Architecture, Purdue University, West Lafayette, IN 47907, USA; (R.M.M.); (R.J.); (S.R.V.K.); (R.R.); (K.V.)
- Center for Plant Biology, Purdue University, West Lafayette, IN 47907, USA
| | - Russell Julian
- Department of Horticulture and Landscape Architecture, Purdue University, West Lafayette, IN 47907, USA; (R.M.M.); (R.J.); (S.R.V.K.); (R.R.); (K.V.)
- Center for Plant Biology, Purdue University, West Lafayette, IN 47907, USA
| | - Shoban R. V. Kumar
- Department of Horticulture and Landscape Architecture, Purdue University, West Lafayette, IN 47907, USA; (R.M.M.); (R.J.); (S.R.V.K.); (R.R.); (K.V.)
- Center for Plant Biology, Purdue University, West Lafayette, IN 47907, USA
| | - Rajeev Ranjan
- Department of Horticulture and Landscape Architecture, Purdue University, West Lafayette, IN 47907, USA; (R.M.M.); (R.J.); (S.R.V.K.); (R.R.); (K.V.)
- Center for Plant Biology, Purdue University, West Lafayette, IN 47907, USA
| | - Kranthi Varala
- Department of Horticulture and Landscape Architecture, Purdue University, West Lafayette, IN 47907, USA; (R.M.M.); (R.J.); (S.R.V.K.); (R.R.); (K.V.)
- Center for Plant Biology, Purdue University, West Lafayette, IN 47907, USA
| | - Ying Li
- Department of Horticulture and Landscape Architecture, Purdue University, West Lafayette, IN 47907, USA; (R.M.M.); (R.J.); (S.R.V.K.); (R.R.); (K.V.)
- Center for Plant Biology, Purdue University, West Lafayette, IN 47907, USA
- Correspondence: ; Tel.: +1-765-494-0104
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Barker R, Fernandez Garcia MN, Powers SJ, Vaughan S, Bennett MJ, Phillips AL, Thomas SG, Hedden P. Mapping sites of gibberellin biosynthesis in the Arabidopsis root tip. THE NEW PHYTOLOGIST 2021; 229:1521-1534. [PMID: 32989730 DOI: 10.1111/nph.16967] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 09/05/2020] [Indexed: 05/20/2023]
Abstract
Root elongation depends on the action of the gibberellin (GA) growth hormones, which promote cell production in the root meristem and cell expansion in the elongation zone. Sites of GA biosynthesis in the roots of 7-d-old Arabidopsis thaliana seedlings were investigated using tissue-specific GA inactivation in wild-type (Col-0) or rescue of GA-deficient dwarf mutants. Tissue-specific GA depletion was achieved by ectopic expression of the GA-inactivating enzyme AtGA2ox2, which is specific for C19 -GAs, and AtGA2ox7, which acts on C20 -GA precursors. In addition, tissue-specific rescue of ga20ox triple and ga3ox double mutants was shown. Furthermore, GUS reporter lines for major GA20ox, GA3ox and GA2ox genes were used to observe their expression domains in the root. The effects of expressing these constructs on the lengths of the root apical meristem and cortical cells in the elongation zone confirmed that roots are autonomous for GA biosynthesis, which occurs in multiple tissues, with the endodermis a major site of synthesis. The results are consistent with the early stages of GA biosynthesis within the root occurring in the meristematic region and indicate that the penultimate step of GA biosynthesis, GA 20-oxidation, is required in both the meristem and elongation zone.
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Affiliation(s)
- Richard Barker
- Rothamsted Research, Harpenden, Hertfordshire,, AL5 2JQ, UK
- Plant & Crop Sciences, School of Biosciences, University of Nottingham, Sutton Bonington,, LE12 5RD, UK
| | - Maria Nieves Fernandez Garcia
- Department of Abiotic Stress and Plant Pathology, Centro de Edafología y Biología Aplicada del Segura (CSIC), Murcia, Spain
| | | | - Simon Vaughan
- Rothamsted Research, Harpenden, Hertfordshire,, AL5 2JQ, UK
| | - Malcolm J Bennett
- Plant & Crop Sciences, School of Biosciences, University of Nottingham, Sutton Bonington,, LE12 5RD, UK
| | | | | | - Peter Hedden
- Rothamsted Research, Harpenden, Hertfordshire,, AL5 2JQ, UK
- Laboratory of Growth Regulators,Centre of the Region Haná for Biotechnological and Agricultural Research, Institute of Experimental Botany, Czech Academy of Sciences, Olomouc, CZ-783 71, Czech Republic
- Faculty of Science, Palacký University, Olomouc, CZ-783 71, Czech Republic
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34
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Takehisa H, Sato Y. Transcriptome-based approaches for clarification of nutritional responses and improvement of crop production. BREEDING SCIENCE 2021; 71:76-88. [PMID: 33762878 PMCID: PMC7973498 DOI: 10.1270/jsbbs.20098] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 11/01/2020] [Indexed: 06/12/2023]
Abstract
Genome-wide transcriptome profiling is a powerful tool for identifying key genes and pathways involved in plant development and physiological processes. This review summarizes studies that have used transcriptome profiling mainly in rice to focus on responses to macronutrients such as nitrogen, phosphorus and potassium, and spatio-temporal root profiling in relation to the regulation of root system architecture as well as nutrient uptake and transport. We also discuss strategies based on meta- and co-expression analyses with different attributed transcriptome data, which can be used for investigating the regulatory mechanisms and dynamics of nutritional responses and adaptation, and speculate on further advances in transcriptome profiling that could have potential application to crop breeding and cultivation.
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Affiliation(s)
- Hinako Takehisa
- Institute of Crop Science, National Agriculture and Food Research Organization, 2-1-2 Kannondai, Tsukuba, Ibaraki 305-8518, Japan
| | - Yutaka Sato
- Institute of Crop Science, National Agriculture and Food Research Organization, 2-1-2 Kannondai, Tsukuba, Ibaraki 305-8518, Japan
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35
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Single Cell Type Specific RNA Isolation and Gene Expression Analysis in Rice Using Laser Capture Microdissection (LCM)-Based Method. Methods Mol Biol 2021. [PMID: 33471338 DOI: 10.1007/978-1-0716-1068-8_18] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/05/2024]
Abstract
The success of single cell type-specific gene expression or functional study largely depends on the efficient isolation of high-quality RNA from them. Laser capture microdissection (LCM) is an efficient technique that allows accessing and dissecting out a specific individual cell or cell type from a microscopic heterogeneous tissue in a minimally disruptive way. Here, we describe an efficient and inexpensive LCM-based method for the extraction of RNAs with high yield and integrity from laser-microdissected mesophyll and bundle sheath cells of rice leaf. The integrity of isolated RNA is assessed with bioanalyzer analysis, and the presence of mRNA of a specific gene is validated through RT-PCR. This RNA could further be used for uncovering single cell type-specific gene expression signature using next-generation transcriptome sequence or through regular RT-PCR.
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Abstract
Flow cytometry and sorting represents a valuable and mature experimental platform for the analysis of cellular populations. Applications involving higher plants started to emerge around 40 years ago and are now widely employed both to provide unique information regarding basic and applied questions in the biosciences and to advance agricultural productivity in practical ways. Further development of this platform is being actively pursued, and this promises additional progress in our understanding of the interactions of cells within complex tissues and organs. Higher plants offer unique challenges in terms of flow cytometric analysis, first since their organs and tissues are, almost without exception, three-dimensional assemblies of different cell types held together by tough cell walls, and, second, because individual plant cells are generally larger than those of mammals.This chapter, which updates work last reviewed in 2014 [Galbraith DW (2014) Flow cytometry and sorting in Arabidopsis. In: Sanchez Serrano JJ, Salinas J (eds) Arabidopsis Protocols, 3rd ed. Methods in molecular biology, vol 1062. Humana Press, Totowa, pp 509-537], describes the application of techniques of flow cytometry and sorting to the model plant species Arabidopsis thaliana, in particular emphasizing (a) fluorescence labeling in vivo of specific cell types and of subcellular components, (b) analysis using both conventional cytometers and spectral analyzers, (c) fluorescence-activated sorting of protoplasts and nuclei, and (d) transcriptome analyses using sorted protoplasts and nuclei, focusing on population analyses at the level of single protoplasts and nuclei. Since this is an update, details of new experimental methods are emphasized.
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Affiliation(s)
- David W Galbraith
- University of Arizona, School of Plant Sciences and Bio5 Institute, Tucson, AZ, USA. .,Henan University, Institute of Plant Stress Biology, School of Life Sciences, Kaifeng, China.
| | - Guiling Sun
- Henan University, Institute of Plant Stress Biology, School of Life Sciences, Kaifeng, China
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37
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Zhang S, Tajima H, Nambara E, Blumwald E, Bassil E. Auxin Homeostasis and Distribution of the Auxin Efflux Carrier PIN2 Require Vacuolar NHX-Type Cation/H + Antiporter Activity. PLANTS (BASEL, SWITZERLAND) 2020; 9:E1311. [PMID: 33023035 PMCID: PMC7601841 DOI: 10.3390/plants9101311] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 09/17/2020] [Accepted: 09/29/2020] [Indexed: 11/24/2022]
Abstract
The Arabidopsis vacuolar Na+/H+ transporters (NHXs) are important regulators of intracellular pH, Na+ and K+ homeostasis and necessary for normal plant growth, development, and stress acclimation. Arabidopsis contains four vacuolar NHX isoforms known as AtNHX1 to AtNHX4. The quadruple knockout nhx1nhx2nhx3nhx4, lacking any vacuolar NHX-type antiporter activity, displayed auxin-related phenotypes including loss of apical dominance, reduced root growth, impaired gravitropism and less sensitivity to exogenous IAA and NAA, but not to 2,4-D. In nhx1nhx2nhx3nhx4, the abundance of the auxin efflux carrier PIN2, but not PIN1, was drastically reduced at the plasma membrane and was concomitant with an increase in PIN2 labeled intracellular vesicles. Intracellular trafficking to the vacuole was also delayed in the mutant. Measurements of free IAA content and imaging of the auxin sensor DII-Venus, suggest that auxin accumulates in root tips of nhx1nhx2nhx3nhx4. Collectively, our results indicate that vacuolar NHX dependent cation/H+ antiport activity is needed for proper auxin homeostasis, likely by affecting intracellular trafficking and distribution of the PIN2 efflux carrier.
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Affiliation(s)
- Shiqi Zhang
- Boyce Thompson Institute, Ithaca, NY 14850, USA;
| | - Hiromi Tajima
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (H.T.); (E.B.)
| | - Eiji Nambara
- Department of Cell and Systems Biology, University of Toronto, Toronto, ON M5S 1A1, Canada;
| | - Eduardo Blumwald
- Department of Plant Sciences, University of California, Davis, CA 95616, USA; (H.T.); (E.B.)
| | - Elias Bassil
- Horticultural Sciences Department, Tropical Research and Education Center, University of Florida, Homestead, FL 33031, USA
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38
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Turco GM, Rodriguez-Medina J, Siebert S, Han D, Valderrama-Gómez MÁ, Vahldick H, Shulse CN, Cole BJ, Juliano CE, Dickel DE, Savageau MA, Brady SM. Molecular Mechanisms Driving Switch Behavior in Xylem Cell Differentiation. Cell Rep 2020; 28:342-351.e4. [PMID: 31291572 DOI: 10.1016/j.celrep.2019.06.041] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 05/01/2019] [Accepted: 06/11/2019] [Indexed: 12/21/2022] Open
Abstract
Plant xylem cells conduct water and mineral nutrients. Although most plant cells are totipotent, xylem cells are unusual and undergo terminal differentiation. Many genes regulating this process are well characterized, including the Vascular-related NAC Domain 7 (VND7), MYB46, and MYB83 transcription factors, which are proposed to act in interconnected feedforward loops (FFLs). Less is known regarding the molecular mechanisms underlying the terminal transition to xylem cell differentiation. Here, we generate whole-root and single-cell data, which demonstrate that VND7 initiates sharp switching of root cells to xylem cell identity. Based on these data, we identified 4 candidate VND7 downstream target genes capable of generating this switch. Although MYB46 responds to VND7 induction, it is not among these targets. This system provides an important model to study the emergent properties that may give rise to totipotency relative to terminal differentiation and reveals xylem cell subtypes.
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Affiliation(s)
- Gina M Turco
- Department of Plant Biology and Genome Center, University of California, Davis, Davis, CA 95616, USA
| | - Joel Rodriguez-Medina
- Department of Plant Biology and Genome Center, University of California, Davis, Davis, CA 95616, USA
| | - Stefan Siebert
- Department of Molecular and Cellular Biology, University of California, Davis, Davis, CA 95616, USA
| | - Diane Han
- Department of Plant Biology and Genome Center, University of California, Davis, Davis, CA 95616, USA
| | - Miguel Á Valderrama-Gómez
- Department of Microbiology & Molecular Genetics, University of California, Davis, Davis, CA 95616, USA
| | - Hannah Vahldick
- Department of Plant Biology and Genome Center, University of California, Davis, Davis, CA 95616, USA
| | - Christine N Shulse
- Department of Energy Joint Genome Institute, Walnut Creek, CA 94598, USA
| | - Benjamin J Cole
- Department of Energy Joint Genome Institute, Walnut Creek, CA 94598, USA
| | - Celina E Juliano
- Department of Molecular and Cellular Biology, University of California, Davis, Davis, CA 95616, USA
| | - Diane E Dickel
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Michael A Savageau
- Department of Microbiology & Molecular Genetics, University of California, Davis, Davis, CA 95616, USA; Department of Biomedical Engineering, University of California, Davis, Davis, CA 95616, USA
| | - Siobhan M Brady
- Department of Plant Biology and Genome Center, University of California, Davis, Davis, CA 95616, USA.
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39
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Xu M, Gu X, Liang N, Bian X, Wang H, Qin Y, Pi L, Wu S. Intersected functional zone of transcriptional regulators patterns stemness within stem cell niche of root apical meristem. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2020; 62:897-911. [PMID: 31638324 DOI: 10.1111/jipb.12881] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 10/22/2019] [Indexed: 06/10/2023]
Abstract
Root stem cell niche (SCN) consists of a quiescent center (QC) and surrounding stem cells. Disrupted symplastic communication leads to loss of stemness in the whole SCN. Several SCN regulators were reported to move between cells for SCN maintenance. However, single mutant of these regulators is insufficient to abolish QC stemness despite the high differentiation rate in surrounding stem cells. To dissect the mechanism behind such distinct stemness in SCN, we combined the mis-expression strategy with pWOX5:icals3m system in which QC is symplastically isolated. We found the starch accumulation in QC could be synergistically repressed by WUSCHEL-RELATED HOMEOBOX 5 (WOX5), SHORT-ROOT (SHR), SCARCROW (SCR), and PLETHORA (PLT). Like PLTs, other core regulators also exhibited dimorphic functions by inhibiting differentiation at a higher dose while promoting cell division at a low protein level. Being located in the center of the intersected expression zones, QC cells receive the highest level of core regulators, forming the most robust stemness within SCN. WUSCHEL-RELATED HOMEOBOX 5 was sufficient to activate PLT1/2 expression, contributing to the QC-enriched PLTs. Our results provide experimental evidence supporting the long-standing hypothesis that the combination of spatial expression, synergistic function and dosage effect of core regulators result in spatially distinct stemness in SCN.
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Affiliation(s)
- Meizhi Xu
- College of Life Sciences, FAFU-UCR Joint Center and Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou, 350002, China
| | - Xu Gu
- College of Life Sciences, FAFU-UCR Joint Center and Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou, 350002, China
| | - Nengsong Liang
- College of Resource and Environment, Fujian Agriculture and Forestry University, Fuzhou, 350002, China
| | - Xinxin Bian
- College of Life Sciences, FAFU-UCR Joint Center and Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou, 350002, China
| | - Hong Wang
- College of Life Sciences, FAFU-UCR Joint Center and Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou, 350002, China
| | - Yaxin Qin
- College of Life Sciences, FAFU-UCR Joint Center and Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou, 350002, China
| | - Limin Pi
- Institute of Advanced studies, Wuhan University, Wuhan, 430072, China
| | - Shuang Wu
- College of Life Sciences, FAFU-UCR Joint Center and Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou, 350002, China
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40
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Kim H, Zhou J, Kumar D, Jang G, Ryu KH, Sebastian J, Miyashima S, Helariutta Y, Lee JY. SHORTROOT-Mediated Intercellular Signals Coordinate Phloem Development in Arabidopsis Roots. THE PLANT CELL 2020; 32:1519-1535. [PMID: 32111671 PMCID: PMC7203941 DOI: 10.1105/tpc.19.00455] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 02/06/2020] [Accepted: 02/25/2020] [Indexed: 05/19/2023]
Abstract
Asymmetric cell division (ACD) and positional signals play critical roles in the tissue patterning process. In the Arabidopsis (Arabidopsis thaliana) root meristem, two major phloem cell types arise via ACDs of distinct origins: one for companion cells (CCs) and the other for proto- and metaphloem sieve elements (SEs). The molecular mechanisms underlying each of these processes have been reported; however, how these are coordinated has remained elusive. Here, we report a new phloem development process coordinated via the SHORTROOT (SHR) transcription factor in Arabidopsis. The movement of SHR into the endodermis regulates the ACD for CC formation by activating microRNA165/6, while SHR moving into the phloem regulates the ACD generating the two phloem SEs. In the phloem, SHR sequentially activates NAC-REGULATED SEED MORPHOLOGY 1 (NARS1) and SECONDARY WALL-ASSOCIATED NAC DOMAIN PROTEIN 2 (SND2), and these three together form a positive feedforward loop. Under this regulatory scheme, NARS1, generated in the CCs of the root differentiation zone, establishes a top-down signal that drives the ACD for phloem SEs in the meristem. SND2 appears to function downstream to amplify NARS1 via positive feedback. This new regulatory mechanism expands our understanding of the sophisticated vascular tissue patterning processes occurring during postembryonic root development.plantcell;32/5/1519/FX1F1fx1.
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Affiliation(s)
- Hyoujin Kim
- School of Biological Sciences, College of Natural Science, Seoul National University, Seoul 08826, Korea
| | - Jing Zhou
- School of Biological Sciences, College of Natural Science, Seoul National University, Seoul 08826, Korea
- Boyce Thompson Institute, Cornell University, Ithaca, New York 14853
- Elo Life Systems, Durham, North Carolina 27709
| | - Deepak Kumar
- School of Biological Sciences, College of Natural Science, Seoul National University, Seoul 08826, Korea
| | - Geupil Jang
- School of Biological Sciences, College of Natural Science, Seoul National University, Seoul 08826, Korea
- School of Biological Sciences and Technology, Chonnam National University, Gwangju 61186, Korea
| | - Kook Hui Ryu
- School of Biological Sciences, College of Natural Science, Seoul National University, Seoul 08826, Korea
| | - Jose Sebastian
- School of Biological Sciences, College of Natural Science, Seoul National University, Seoul 08826, Korea
- Boyce Thompson Institute, Cornell University, Ithaca, New York 14853
- Department of Biological Sciences, Indian Institute of Science Education and Research, Berhampur 760010, India
| | - Shunsuke Miyashima
- Institute of Biotechnology, Department of Biological and Environmental Sciences, University of Helsinki, FIN-00014, Finland
| | - Ykä Helariutta
- Institute of Biotechnology, Department of Biological and Environmental Sciences, University of Helsinki, FIN-00014, Finland
- Sainsbury Laboratory, Cambridge University, Bateman Street, Cambridge CB2 1LR, United Kingdom
| | - Ji-Young Lee
- School of Biological Sciences, College of Natural Science, Seoul National University, Seoul 08826, Korea
- Plant Genomics and Breeding Institute, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Korea
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41
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González-García MP, Bustillo-Avendaño E, Sanchez-Corrionero A, del Pozo JC, Moreno-Risueno MA. Fluorescence-Activated Cell Sorting Using the D-Root Device and Optimization for Scarce and/or Non-Accessible Root Cell Populations. PLANTS 2020; 9:plants9040499. [PMID: 32295129 PMCID: PMC7238278 DOI: 10.3390/plants9040499] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 04/11/2020] [Indexed: 01/18/2023]
Abstract
Fluorescence-activated cell sorting (FACS) is a technique used to isolate specific cell populations based on characteristics detected by flow cytometry. FACS has been broadly used in transcriptomic analyses of individual cell types during development or under different environmental conditions. Different protoplast extraction protocols are available for plant roots; however, they were designed for accessible cell populations, which normally were grown in the presence of light, a non-natural and stressful environment for roots. Here, we report a protocol using FACS to isolate root protoplasts from Arabidopsis green fluorescent protein (GFP)-marked lines using the minimum number of enzymes necessary for an optimal yield, and with the root system grown in darkness in the D-Root device. This device mimics natural conditions as the shoot grows in the presence of light while the roots grow in darkness. In addition, we optimized this protocol for specific patterns of scarce cell types inside more differentiated tissues using the mCherry fluorescent protein. We provide detailed experimental protocols for effective protoplasting, subsequent purification through FACS, and RNA extraction. Using this RNA, we generated cDNA and sequencing libraries, proving that our methods can be used for genome-wide transcriptomic analyses of any cell-type from roots grown in darkness.
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42
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Montiel G, Gaudet M, Laurans F, Rozenberg P, Simon M, Gantet P, Jay-Allemand C, Breton C. Overexpression of MADS-box Gene AGAMOUS-LIKE 12 Activates Root Development in Juglans sp. and Arabidopsis thaliana. PLANTS 2020; 9:plants9040444. [PMID: 32252382 PMCID: PMC7238194 DOI: 10.3390/plants9040444] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Revised: 03/11/2020] [Accepted: 03/12/2020] [Indexed: 01/21/2023]
Abstract
Until recently, the roles of plant MADS-box genes have mainly been characterized during inflorescence and flower differentiation. In order to precise the roles of AGAMOUS-LIKE 12, one of the few MADS-box genes preferentially expressed in roots, we placed its cDNA under the control of the double 35S CaMV promoter to produce transgenic walnut tree and Arabidopsis plants. In Juglans sp., transgenic somatic embryos showed significantly higher germination rates but abnormal development of their shoot apex prevented their conversion into plants. In addition, a wide range of developmental abnormalities corresponding to ectopic root-like structures affected the transgenic lines suggesting partial reorientations of the embryonic program toward root differentiation. In Arabidopsis, AtAGL12 overexpression lead to the production of faster growing plants presenting dramatically wider and shorter root phenotypes linked to increased meristematic cell numbers within the root apex. In the upper part of the roots, abnormal cell divisions patterns within the pericycle layer generated large ectopic cell masses that did not prevent plants to grow. Taken together, our results confirm in both species that AGL12 positively regulates root meristem cell division and promotes overall root vascular tissue formation. Genetic engineering of AGL12 expression levels could be useful to modulate root architecture and development.
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Affiliation(s)
- Grégory Montiel
- INRAE Val de Loire–Orléans, UMR 0588 BioForA INRAE-ONF, 2163 avenue de la pomme de pin, CS 40001 Ardon, CEDEX 02, 45075 Orléans, France; (G.M.); (M.G.); (F.L.); (P.R.)
- Laboratoire de Biologie et Pathologie Végétales (EA 1157), 2 rue de la Houssinière, BP 92208, 44322 Nantes, France
| | - Muriel Gaudet
- INRAE Val de Loire–Orléans, UMR 0588 BioForA INRAE-ONF, 2163 avenue de la pomme de pin, CS 40001 Ardon, CEDEX 02, 45075 Orléans, France; (G.M.); (M.G.); (F.L.); (P.R.)
- National Research Council (CNR), Institute of Research on Terrestrial Ecosystems (IRET), Via G. Marconi N. 2, 05010 Porano (TR), Italy
| | - Françoise Laurans
- INRAE Val de Loire–Orléans, UMR 0588 BioForA INRAE-ONF, 2163 avenue de la pomme de pin, CS 40001 Ardon, CEDEX 02, 45075 Orléans, France; (G.M.); (M.G.); (F.L.); (P.R.)
| | - Philippe Rozenberg
- INRAE Val de Loire–Orléans, UMR 0588 BioForA INRAE-ONF, 2163 avenue de la pomme de pin, CS 40001 Ardon, CEDEX 02, 45075 Orléans, France; (G.M.); (M.G.); (F.L.); (P.R.)
| | - Matthieu Simon
- Institut Jean-Pierre Bourgin, INRAE-AgroParisTech, UMR1318, Bâtiment 7, INRAE Centre de Versailles-Grignon, Route de St-Cyr, CEDEX, 78026 Versailles, France;
| | - Pascal Gantet
- Université de Montpellier, UMR DIADE, 911 avenue Agropolis, CEDEX 05, 34394 Montpellier, France;
| | - Christian Jay-Allemand
- Université de Montpellier, UMR IATE (UM, INRAE, CIRAD, SupAgro), CC024, Place Eugène Bataillon, CEDEX 05, 34095 Montpellier, France;
| | - Christian Breton
- INRAE Val de Loire–Orléans, UMR 0588 BioForA INRAE-ONF, 2163 avenue de la pomme de pin, CS 40001 Ardon, CEDEX 02, 45075 Orléans, France; (G.M.); (M.G.); (F.L.); (P.R.)
- Correspondence: ; Tel.: +33-238-41-78-71
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43
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Berckmans B, Kirschner G, Gerlitz N, Stadler R, Simon R. CLE40 Signaling Regulates Root Stem Cell Fate. PLANT PHYSIOLOGY 2020; 182:1776-1792. [PMID: 31806736 PMCID: PMC7140941 DOI: 10.1104/pp.19.00914] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Accepted: 11/20/2019] [Indexed: 05/02/2023]
Abstract
The quiescent center (QC) of the Arabidopsis (Arabidopsis thaliana) root meristem acts as an organizer that promotes stem cell fate in adjacent cells and patterns the surrounding stem cell niche. The stem cells distal from the QC, the columella stem cells (CSCs), are maintained in an undifferentiated state by the QC-expressed transcription factor WUSCHEL RELATED HOMEOBOX5 (WOX5) and give rise to the columella cells. Differentiated columella cells provide a feedback signal via secretion of the peptide CLAVATA3/ESR-RELATED40 (CLE40), which acts through the receptor kinases ARABIDOPSIS CRINKLY4 (ACR4) and CLAVATA1 (CLV1) to control WOX5 expression. Previously, it was proposed that WOX5 protein movement from the QC into CSCs is required for CSC maintenance, and that the CLE40/CLV1/ACR4 signaling module restricts WOX5 mobility or function. Here, these assumptions were tested by exploring the function of CLE40/CLV1/ACR4 in CSC maintenance. However, no role for CLE40/CLV1/ACR4 in constricting the mobility of WOX5 or other fluorescent test proteins was identified. Furthermore, in contrast to previous observations, WOX5 mobility was not required to inhibit CSC differentiation. We propose that WOX5 acts mainly in the QC, where other short-range signals are generated that not only inhibit differentiation but also promote stem cell division in adjacent cells. Therefore, the main function of columella-derived CLE40 signal is to position the QC at a defined distance from the root tip by repressing QC-specific gene expression via the ACR4/CLV1 receptors in the distal domain and promoting WOX5 expression via the CLV2 receptor in the proximal meristem.
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Affiliation(s)
- Barbara Berckmans
- Institute for Developmental Genetics, Heinrich-Heine University, D-40225 Düsseldorf, Germany
| | - Gwendolyn Kirschner
- Institute for Developmental Genetics, Heinrich-Heine University, D-40225 Düsseldorf, Germany
| | - Nadja Gerlitz
- Molecular Plant Physiology, University of Erlangen, Staudtstrasse 5, 91058 Erlangen, Germany
| | - Ruth Stadler
- Molecular Plant Physiology, University of Erlangen, Staudtstrasse 5, 91058 Erlangen, Germany
| | - Rüdiger Simon
- Institute for Developmental Genetics, Heinrich-Heine University, D-40225 Düsseldorf, Germany
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44
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Ornelas-Ayala D, Vega-León R, Petrone-Mendoza E, Garay-Arroyo A, García-Ponce B, Álvarez-Buylla ER, Sanchez MDLP. ULTRAPETALA1 maintains Arabidopsis root stem cell niche independently of ARABIDOPSIS TRITHORAX1. THE NEW PHYTOLOGIST 2020; 225:1261-1272. [PMID: 31545512 DOI: 10.1111/nph.16213] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 09/14/2019] [Indexed: 05/26/2023]
Abstract
During plant development, morphogenetic processes rely on the activity of meristems. Meristem homeostasis depends on a complex regulatory network constituted by different factors and hormone signaling that regulate gene expression to coordinate the correct balance between cell proliferation and differentiation. ULTRAPETALA1, a transcriptional regulatory protein described as an Arabidopsis Trithorax group factor, has been characterized as a regulator of the shoot and floral meristems activity. Here, we highlight the role of ULTRAPETALA1 in root stem cell niche maintenance. We found that ULTRAPETALA1 is required to regulate both the quiescent center cell division rate and auxin signaling at the root tip. Furthermore, ULTRAPETALA1 regulates columella stem cell differentiation. These roles are independent of the ARABIDOPSIS TRITHORAX1, suggesting a different mechanism by which ULTRAPETALA1 can act in the root apical meristem of Arabidopsis. This work introduces a new component of the regulatory network needed for the root stem cell niche maintenance.
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Affiliation(s)
- Diego Ornelas-Ayala
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, 3er Circuito Ext. Junto a J. Botánico, Ciudad Universitaria, UNAM, Mexico City, CdMex, 04510, Mexico
| | - Rosario Vega-León
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, 3er Circuito Ext. Junto a J. Botánico, Ciudad Universitaria, UNAM, Mexico City, CdMex, 04510, Mexico
| | - Emilio Petrone-Mendoza
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, 3er Circuito Ext. Junto a J. Botánico, Ciudad Universitaria, UNAM, Mexico City, CdMex, 04510, Mexico
| | - Adriana Garay-Arroyo
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, 3er Circuito Ext. Junto a J. Botánico, Ciudad Universitaria, UNAM, Mexico City, CdMex, 04510, Mexico
- Centro de Ciencias de la Complejidad (C3), Universidad Nacional Autónoma de México, Mexico City, CdMex, 04510, Mexico
| | - Berenice García-Ponce
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, 3er Circuito Ext. Junto a J. Botánico, Ciudad Universitaria, UNAM, Mexico City, CdMex, 04510, Mexico
| | - Elena R Álvarez-Buylla
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, 3er Circuito Ext. Junto a J. Botánico, Ciudad Universitaria, UNAM, Mexico City, CdMex, 04510, Mexico
- Centro de Ciencias de la Complejidad (C3), Universidad Nacional Autónoma de México, Mexico City, CdMex, 04510, Mexico
| | - María de la Paz Sanchez
- Laboratorio de Genética Molecular, Epigenética, Desarrollo y Evolución de Plantas, Instituto de Ecología, Universidad Nacional Autónoma de México, 3er Circuito Ext. Junto a J. Botánico, Ciudad Universitaria, UNAM, Mexico City, CdMex, 04510, Mexico
- Centro de Ciencias de la Complejidad (C3), Universidad Nacional Autónoma de México, Mexico City, CdMex, 04510, Mexico
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45
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Rich-Griffin C, Stechemesser A, Finch J, Lucas E, Ott S, Schäfer P. Single-Cell Transcriptomics: A High-Resolution Avenue for Plant Functional Genomics. TRENDS IN PLANT SCIENCE 2020; 25:186-197. [PMID: 31780334 DOI: 10.1016/j.tplants.2019.10.008] [Citation(s) in RCA: 115] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 09/30/2019] [Accepted: 10/17/2019] [Indexed: 05/19/2023]
Abstract
Plant function is the result of the concerted action of single cells in different tissues. Advances in RNA-seq technologies and tissue processing allow us now to capture transcriptional changes at single-cell resolution. The incredible potential of single-cell RNA-seq lies in the novel ability to study and exploit regulatory processes in complex tissues based on the behaviour of single cells. Importantly, the independence from reporter lines allows the analysis of any given tissue in any plant. While there are challenges associated with the handling and analysis of complex datasets, the opportunities are unique to generate knowledge of tissue functions in unprecedented detail and to facilitate the application of such information by mapping cellular functions and interactions in a plant cell atlas.
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Affiliation(s)
| | - Annika Stechemesser
- Warwick Mathematics Institute, The University of Warwick, Coventry CV4 7AL, UK
| | - Jessica Finch
- School of Life Sciences, The University of Warwick, Coventry CV4 7AL, UK
| | - Emma Lucas
- Warwick Medical School, The University of Warwick, Coventry CV4 7AL, UK
| | - Sascha Ott
- Department of Computer Science, The University of Warwick, Coventry CV4 7AL, UK.
| | - Patrick Schäfer
- School of Life Sciences, The University of Warwick, Coventry CV4 7AL, UK; Warwick Integrative Synthetic Biology Centre, The University of Warwick, Coventry CV4 7AL, UK.
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46
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Clark NM, Buckner E, Fisher AP, Nelson EC, Nguyen TT, Simmons AR, de Luis Balaguer MA, Butler-Smith T, Sheldon PJ, Bergmann DC, Williams CM, Sozzani R. Stem-cell-ubiquitous genes spatiotemporally coordinate division through regulation of stem-cell-specific gene networks. Nat Commun 2019. [PMID: 31811116 DOI: 10.1101/517250v2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/24/2023] Open
Abstract
Stem cells are responsible for generating all of the differentiated cells, tissues, and organs in a multicellular organism and, thus, play a crucial role in cell renewal, regeneration, and organization. A number of stem cell type-specific genes have a known role in stem cell maintenance, identity, and/or division. Yet, how genes expressed across different stem cell types, referred to here as stem-cell-ubiquitous genes, contribute to stem cell regulation is less understood. Here, we find that, in the Arabidopsis root, a stem-cell-ubiquitous gene, TESMIN-LIKE CXC2 (TCX2), controls stem cell division by regulating stem cell-type specific networks. Development of a mathematical model of TCX2 expression allows us to show that TCX2 orchestrates the coordinated division of different stem cell types. Our results highlight that genes expressed across different stem cell types ensure cross-communication among cells, allowing them to divide and develop harmonically together.
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Affiliation(s)
- Natalie M Clark
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, United States
- Biomathematics Graduate Program, North Carolina State University, Raleigh, NC, 27695, United States
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA, 50011, United States
| | - Eli Buckner
- Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, NC, 27695, United States
| | - Adam P Fisher
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, United States
| | - Emily C Nelson
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, United States
| | - Thomas T Nguyen
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, United States
| | - Abigail R Simmons
- Department of Biology, Stanford University, Stanford, CA, 94305, United States
| | - Maria A de Luis Balaguer
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, United States
| | - Tiara Butler-Smith
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, United States
| | - Parnell J Sheldon
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, United States
- Department of Biology, Denison University, Granville, OH, 43023, United States
| | - Dominique C Bergmann
- Department of Biology, Stanford University, Stanford, CA, 94305, United States
- Howard Hughes Medical Institute (HHMI), Stanford University, Stanford, CA, 94305, United States
| | - Cranos M Williams
- Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, NC, 27695, United States
| | - Rossangela Sozzani
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, United States.
- Biomathematics Graduate Program, North Carolina State University, Raleigh, NC, 27695, United States.
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47
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Clark NM, Buckner E, Fisher AP, Nelson EC, Nguyen TT, Simmons AR, de Luis Balaguer MA, Butler-Smith T, Sheldon PJ, Bergmann DC, Williams CM, Sozzani R. Stem-cell-ubiquitous genes spatiotemporally coordinate division through regulation of stem-cell-specific gene networks. Nat Commun 2019; 10:5574. [PMID: 31811116 PMCID: PMC6897965 DOI: 10.1038/s41467-019-13132-2] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Accepted: 10/19/2019] [Indexed: 12/21/2022] Open
Abstract
Stem cells are responsible for generating all of the differentiated cells, tissues, and organs in a multicellular organism and, thus, play a crucial role in cell renewal, regeneration, and organization. A number of stem cell type-specific genes have a known role in stem cell maintenance, identity, and/or division. Yet, how genes expressed across different stem cell types, referred to here as stem-cell-ubiquitous genes, contribute to stem cell regulation is less understood. Here, we find that, in the Arabidopsis root, a stem-cell-ubiquitous gene, TESMIN-LIKE CXC2 (TCX2), controls stem cell division by regulating stem cell-type specific networks. Development of a mathematical model of TCX2 expression allows us to show that TCX2 orchestrates the coordinated division of different stem cell types. Our results highlight that genes expressed across different stem cell types ensure cross-communication among cells, allowing them to divide and develop harmonically together.
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Affiliation(s)
- Natalie M. Clark
- 0000 0001 2173 6074grid.40803.3fDepartment of Plant and Microbial Biology, North Carolina State University, Raleigh, NC 27695 United States ,0000 0001 2173 6074grid.40803.3fBiomathematics Graduate Program, North Carolina State University, Raleigh, NC 27695 United States ,0000 0004 1936 7312grid.34421.30Present Address: Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50011 United States
| | - Eli Buckner
- 0000 0001 2173 6074grid.40803.3fDepartment of Electrical and Computer Engineering, North Carolina State University, Raleigh, NC 27695 United States
| | - Adam P. Fisher
- 0000 0001 2173 6074grid.40803.3fDepartment of Plant and Microbial Biology, North Carolina State University, Raleigh, NC 27695 United States
| | - Emily C. Nelson
- 0000 0001 2173 6074grid.40803.3fDepartment of Plant and Microbial Biology, North Carolina State University, Raleigh, NC 27695 United States
| | - Thomas T. Nguyen
- 0000 0001 2173 6074grid.40803.3fDepartment of Plant and Microbial Biology, North Carolina State University, Raleigh, NC 27695 United States
| | - Abigail R. Simmons
- 0000000419368956grid.168010.eDepartment of Biology, Stanford University, Stanford, CA 94305 United States
| | - Maria A. de Luis Balaguer
- 0000 0001 2173 6074grid.40803.3fDepartment of Plant and Microbial Biology, North Carolina State University, Raleigh, NC 27695 United States
| | - Tiara Butler-Smith
- 0000 0001 2173 6074grid.40803.3fDepartment of Plant and Microbial Biology, North Carolina State University, Raleigh, NC 27695 United States
| | - Parnell J. Sheldon
- 0000 0001 2173 6074grid.40803.3fDepartment of Plant and Microbial Biology, North Carolina State University, Raleigh, NC 27695 United States ,0000 0001 2185 2366grid.255014.7Department of Biology, Denison University, Granville, OH 43023 United States
| | - Dominique C. Bergmann
- 0000000419368956grid.168010.eDepartment of Biology, Stanford University, Stanford, CA 94305 United States ,0000000419368956grid.168010.eHoward Hughes Medical Institute (HHMI), Stanford University, Stanford, CA 94305 United States
| | - Cranos M. Williams
- 0000 0001 2173 6074grid.40803.3fDepartment of Electrical and Computer Engineering, North Carolina State University, Raleigh, NC 27695 United States
| | - Rossangela Sozzani
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, United States. .,Biomathematics Graduate Program, North Carolina State University, Raleigh, NC, 27695, United States.
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48
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Bai G, Yang DH, Cao P, Yao H, Zhang Y, Chen X, Xiao B, Li F, Wang ZY, Yang J, Xie H. Genome-Wide Identification, Gene Structure and Expression Analysis of the MADS-Box Gene Family Indicate Their Function in the Development of Tobacco ( Nicotiana tabacum L.). Int J Mol Sci 2019; 20:E5043. [PMID: 31614589 PMCID: PMC6829366 DOI: 10.3390/ijms20205043] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 10/06/2019] [Accepted: 10/09/2019] [Indexed: 12/14/2022] Open
Abstract
MADS-box genes play a pivotal role in various processes, including floral and seed development, controlling flowering time, regulation of fruits ripening, and respond to abiotic and biotic stressors in planta. Tobacco (Nicotiana tabacum) has been widely used as a model plant for analyzing the gene function, however, there has been less information on the regulation of flowering, and the associated genes. In the present study, a total of 168 NtMADS-box genes were identified from tobacco, and their phylogenetic relationship, chromosome locations, and gene structures were further analyzed. NtMADS-box genes can be clustered into four sub-families of Mα, Mγ, MIKC*, and MIKCC. A total of 111 NtMADS-box genes were distributed on 20 chromosomes, and 57 NtMADS-box genes were located on the unanchored scaffolds due to the complex and incomplete assembly of the tobacco genome. Expression profiles of NtMADS-box genes by microarray from 23 different tissues indicated that members in different NtMADS-box gene subfamilies might play specific roles in the growth and flower development, and the transcript levels of 24 NtMADS-box genes were confirmed by quantitative real-time PCR. Importantly, overexpressed NtSOC1/NtMADS133 could promote early flowering and dwarfism in transgenic tobacco plants. Therefore, our findings provide insights on the characterization of NtMADS-box genes to further study their functions in plant development.
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Affiliation(s)
- Ge Bai
- Tobacco Breeding and Biotechnology Research Center, Yunnan Academy of Tobacco Agricultural Sciences, Kunming 650021, China.
- Key Laboratory of Tobacco Biotechnological Breeding, Kunming, 650021, China.
- National Tobacco Genetic Engineering Research Center, Kunming, 650021, China.
| | - Da-Hai Yang
- Tobacco Breeding and Biotechnology Research Center, Yunnan Academy of Tobacco Agricultural Sciences, Kunming 650021, China.
- Key Laboratory of Tobacco Biotechnological Breeding, Kunming, 650021, China.
- National Tobacco Genetic Engineering Research Center, Kunming, 650021, China.
| | - Peijian Cao
- China Tobacco Gene Research Centre, Zhengzhou Tobacco Research Institute, Zhengzhou, 450001, China.
| | - Heng Yao
- Tobacco Breeding and Biotechnology Research Center, Yunnan Academy of Tobacco Agricultural Sciences, Kunming 650021, China.
- Key Laboratory of Tobacco Biotechnological Breeding, Kunming, 650021, China.
- National Tobacco Genetic Engineering Research Center, Kunming, 650021, China.
| | - Yihan Zhang
- Tobacco Breeding and Biotechnology Research Center, Yunnan Academy of Tobacco Agricultural Sciences, Kunming 650021, China.
- Key Laboratory of Tobacco Biotechnological Breeding, Kunming, 650021, China.
- National Tobacco Genetic Engineering Research Center, Kunming, 650021, China.
| | - Xuejun Chen
- Tobacco Breeding and Biotechnology Research Center, Yunnan Academy of Tobacco Agricultural Sciences, Kunming 650021, China.
- Key Laboratory of Tobacco Biotechnological Breeding, Kunming, 650021, China.
- National Tobacco Genetic Engineering Research Center, Kunming, 650021, China.
| | - Bingguang Xiao
- Tobacco Breeding and Biotechnology Research Center, Yunnan Academy of Tobacco Agricultural Sciences, Kunming 650021, China.
- Key Laboratory of Tobacco Biotechnological Breeding, Kunming, 650021, China.
- National Tobacco Genetic Engineering Research Center, Kunming, 650021, China.
| | - Feng Li
- China Tobacco Gene Research Centre, Zhengzhou Tobacco Research Institute, Zhengzhou, 450001, China.
| | - Zhen-Yu Wang
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresource, Institute of Tropical Agriculture and Forestry, Hainan University, Haikou, Hainan 570228, China.
| | - Jun Yang
- China Tobacco Gene Research Centre, Zhengzhou Tobacco Research Institute, Zhengzhou, 450001, China.
| | - He Xie
- Tobacco Breeding and Biotechnology Research Center, Yunnan Academy of Tobacco Agricultural Sciences, Kunming 650021, China.
- Key Laboratory of Tobacco Biotechnological Breeding, Kunming, 650021, China.
- National Tobacco Genetic Engineering Research Center, Kunming, 650021, China.
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49
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Zhang J, Eswaran G, Alonso-Serra J, Kucukoglu M, Xiang J, Yang W, Elo A, Nieminen K, Damén T, Joung JG, Yun JY, Lee JH, Ragni L, Barbier de Reuille P, Ahnert SE, Lee JY, Mähönen AP, Helariutta Y. Transcriptional regulatory framework for vascular cambium development in Arabidopsis roots. NATURE PLANTS 2019; 5:1033-1042. [PMID: 31595065 PMCID: PMC6795544 DOI: 10.1038/s41477-019-0522-9] [Citation(s) in RCA: 82] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Accepted: 08/19/2019] [Indexed: 05/18/2023]
Abstract
Vascular cambium, a lateral plant meristem, is a central producer of woody biomass. Although a few transcription factors have been shown to regulate cambial activity1, the phenotypes of the corresponding loss-of-function mutants are relatively modest, highlighting our limited understanding of the underlying transcriptional regulation. Here, we use cambium cell-specific transcript profiling followed by a combination of transcription factor network and genetic analyses to identify 62 new transcription factor genotypes displaying an array of cambial phenotypes. This approach culminated in virtual loss of cambial activity when both WUSCHEL-RELATED HOMEOBOX 4 (WOX4) and KNOTTED-like from Arabidopsis thaliana 1 (KNAT1; also known as BREVIPEDICELLUS) were mutated, thereby unlocking the genetic redundancy in the regulation of cambium development. We also identified transcription factors with dual functions in cambial cell proliferation and xylem differentiation, including WOX4, SHORT VEGETATIVE PHASE (SVP) and PETAL LOSS (PTL). Using the transcription factor network information, we combined overexpression of the cambial activator WOX4 and removal of the putative inhibitor PTL to engineer Arabidopsis for enhanced radial growth. This line also showed ectopic cambial activity, thus further highlighting the central roles of WOX4 and PTL in cambium development.
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Affiliation(s)
- Jing Zhang
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, Finland
- The Sainsbury Laboratory, University of Cambridge, Cambridge, UK
| | - Gugan Eswaran
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, Finland
| | - Juan Alonso-Serra
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, Finland
| | - Melis Kucukoglu
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, Finland
| | - Jiale Xiang
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, Finland
| | - Weibing Yang
- The Sainsbury Laboratory, University of Cambridge, Cambridge, UK
| | - Annakaisa Elo
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, Finland
| | - Kaisa Nieminen
- Production Systems, Natural Resources Institute Finland (Luke), Helsinki, Finland
| | - Teddy Damén
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, Finland
| | - Je-Gun Joung
- Samsung Genome Institute, Samsung Medical Center, Seoul, South Korea
| | - Jae-Young Yun
- Center for Genome Engineering, Institute for Basic Science, Daejeon, South Korea
| | - Jung-Hun Lee
- School of Biological Sciences, Seoul National University, Seoul, South Korea
| | - Laura Ragni
- ZMBP-Center for Plant Molecular Biology, University of Tübingen, Tübingen, Germany
| | | | - Sebastian E Ahnert
- The Sainsbury Laboratory, University of Cambridge, Cambridge, UK
- Theory of Condensed Matter, Cavendish Laboratory, University of Cambridge, Cambridge, UK
| | - Ji-Young Lee
- School of Biological Sciences, Seoul National University, Seoul, South Korea.
| | - Ari Pekka Mähönen
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland.
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, Finland.
| | - Ykä Helariutta
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland.
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, Finland.
- The Sainsbury Laboratory, University of Cambridge, Cambridge, UK.
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50
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Denyer T, Ma X, Klesen S, Scacchi E, Nieselt K, Timmermans MCP. Spatiotemporal Developmental Trajectories in the Arabidopsis Root Revealed Using High-Throughput Single-Cell RNA Sequencing. Dev Cell 2019; 48:840-852.e5. [PMID: 30913408 DOI: 10.1016/j.devcel.2019.02.022] [Citation(s) in RCA: 306] [Impact Index Per Article: 51.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Revised: 01/30/2019] [Accepted: 02/22/2019] [Indexed: 12/11/2022]
Abstract
High-throughput single-cell RNA sequencing (scRNA-seq) is becoming a cornerstone of developmental research, providing unprecedented power in understanding dynamic processes. Here, we present a high-resolution scRNA-seq expression atlas of the Arabidopsis root composed of thousands of independently profiled cells. This atlas provides detailed spatiotemporal information, identifying defining expression features for all major cell types, including the scarce cells of the quiescent center. These reveal key developmental regulators and downstream genes that translate cell fate into distinctive cell shapes and functions. Developmental trajectories derived from pseudotime analysis depict a finely resolved cascade of cell progressions from the niche through differentiation that are supported by mirroring expression waves of highly interconnected transcription factors. This study demonstrates the power of applying scRNA-seq to plants and provides an unparalleled spatiotemporal perspective of root cell differentiation.
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Affiliation(s)
- Tom Denyer
- Center for Plant Molecular Biology, University of Tübingen, Auf der Morgenstelle 32, Tübingen 72076, Germany
| | - Xiaoli Ma
- Center for Plant Molecular Biology, University of Tübingen, Auf der Morgenstelle 32, Tübingen 72076, Germany
| | - Simon Klesen
- Center for Plant Molecular Biology, University of Tübingen, Auf der Morgenstelle 32, Tübingen 72076, Germany
| | - Emanuele Scacchi
- Center for Plant Molecular Biology, University of Tübingen, Auf der Morgenstelle 32, Tübingen 72076, Germany
| | - Kay Nieselt
- Center for Bioinformatics, University of Tübingen, Sand 14, Tübingen 72076, Germany
| | - Marja C P Timmermans
- Center for Plant Molecular Biology, University of Tübingen, Auf der Morgenstelle 32, Tübingen 72076, Germany.
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