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Zhao N, Ding X, Tian C, Wang S, Xie S, Zou H, Liu H, Chen J, Lian Liang X, Huang L. Transcriptional landscape of sweetpotato root tip development at the single-cell level. BMC PLANT BIOLOGY 2024; 24:952. [PMID: 39394068 PMCID: PMC11475360 DOI: 10.1186/s12870-024-05574-8] [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: 09/19/2023] [Accepted: 09/05/2024] [Indexed: 10/13/2024]
Abstract
Single-cell transcriptome sequencing (scRNA-seq) is a powerful tool for describing the transcriptome dynamics of plant development but has not yet been utilized to analyze the tissue ontology of sweetpotato. This study established a stable method for isolating single protoplast cells for scRNA-seq to reveal the cell heterogeneity of sweetpotato root tip meristems at the single-cell level. The study analyzed 12,172 single cells and 27,355 genes in the root tips of the sweetpotato variety Guangshu 87, which were distributed into 15 cell clusters. Pseudo-time analysis showed that there were transitional cells in the apical development trajectory of mature cell types from stem cell niches. Furthermore, we identified novel development regulators of sweetpotato tubers via trajectory analysis. The transcription factor IbGATA4 was highly expressed in the adventitious roots during the development of sweetpotato root tips, where it may regulate the development of sweetpotato root tips. In addition, significant differences were observed in the transcriptional profiles of cell types between sweetpotato, Arabidopsis thaliana, and maize. This study mapped the single-cell transcriptome of sweetpotato root tips, laying a foundation for studying the types, functions, differentiation, and development of sweetpotato root tip cells.
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Affiliation(s)
- Nan Zhao
- Crop Research Institute, Guangdong Academy of Agricultural Sciences, Guangdong Provincial Key Laboratory of Crops Genetics and Improvement, Guangzhou, 510000, Guangdong, China
- College of Agriculture and Biology, Zhongkai University of Agriculture and Engineering, Guangzhou, 510000, Guangdong, China
| | - Xiawei Ding
- Crop Research Institute, Guangdong Academy of Agricultural Sciences, Guangdong Provincial Key Laboratory of Crops Genetics and Improvement, Guangzhou, 510000, Guangdong, China
- College of Agriculture, South China Agricultural University, Guangzhou, 510000, Guangdong, China
| | - CaiHuan Tian
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Shixin Wang
- Crop Research Institute, Guangdong Academy of Agricultural Sciences, Guangdong Provincial Key Laboratory of Crops Genetics and Improvement, Guangzhou, 510000, Guangdong, China
- College of Agriculture and Biology, Zhongkai University of Agriculture and Engineering, Guangzhou, 510000, Guangdong, China
| | - Shuyan Xie
- Crop Research Institute, Guangdong Academy of Agricultural Sciences, Guangdong Provincial Key Laboratory of Crops Genetics and Improvement, Guangzhou, 510000, Guangdong, China
| | - Hongda Zou
- Crop Research Institute, Guangdong Academy of Agricultural Sciences, Guangdong Provincial Key Laboratory of Crops Genetics and Improvement, Guangzhou, 510000, Guangdong, China
| | - Hao Liu
- Crop Research Institute, Guangdong Academy of Agricultural Sciences, Guangdong Provincial Key Laboratory of Crops Genetics and Improvement, Guangzhou, 510000, Guangdong, China
| | - Jingyi Chen
- Crop Research Institute, Guangdong Academy of Agricultural Sciences, Guangdong Provincial Key Laboratory of Crops Genetics and Improvement, Guangzhou, 510000, Guangdong, China
| | - Xue Lian Liang
- College of Agriculture and Biology, Zhongkai University of Agriculture and Engineering, Guangzhou, 510000, Guangdong, China.
| | - Lifei Huang
- Crop Research Institute, Guangdong Academy of Agricultural Sciences, Guangdong Provincial Key Laboratory of Crops Genetics and Improvement, Guangzhou, 510000, Guangdong, China.
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2
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Libao C, Shiting L, Chen Z, Shuyan L. NnARF17 and NnARF18 from lotus promote root formation and modulate stress tolerance in transgenic Arabidopsis thaliana. BMC PLANT BIOLOGY 2024; 24:163. [PMID: 38431568 PMCID: PMC10908128 DOI: 10.1186/s12870-024-04852-9] [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: 01/23/2024] [Accepted: 02/22/2024] [Indexed: 03/05/2024]
Abstract
Auxin response factors (ARFs) play a crucial role in regulating gene expression within the auxin signal transduction pathway, particularly during adventitious root (AR) formation. In this investigation, we identified full-length sequences for ARF17 and ARF18, encompassing 1,800 and 2,055 bp, encoding 599 and 684 amino acid residues, respectively. Despite exhibiting low sequence homology, the ARF17- and ARF18-encoded proteins displayed significant structural similarity and shared identical motifs. Phylogenetic analysis revealed close relationships between NnARF17 and VvARF17, as well as NnARF18 and BvARF18. Both ARF17 and ARF18 demonstrated responsiveness to exogenous indole-3-acetic acid (IAA), ethephon, and sucrose, exhibiting organ-specific expression patterns. Beyond their role in promoting root development, these ARFs enhanced stem growth and conferred drought tolerance while mitigating waterlogging stress in transgenic Arabidopsis plants. RNA sequencing data indicated upregulation of 51 and 75 genes in ARF17 and ARF18 transgenic plants, respectively, including five and three genes associated with hormone metabolism and responses. Further analysis of transgenic plants revealed a significant decrease in IAA content, accompanied by a marked increase in abscisic acid content under normal growth conditions. Additionally, lotus seedlings treated with IAA exhibited elevated levels of polyphenol oxidase, IAA oxidase, and peroxidase. The consistent modulation of IAA content in both lotus and transgenic plants highlights the pivotal role of IAA in AR formation in lotus seedlings.
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Affiliation(s)
- Cheng Libao
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, Jiangsu, P. R. China.
| | - Liang Shiting
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, Jiangsu, P. R. China
| | - Zhao Chen
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, Jiangsu, P. R. China
| | - Li Shuyan
- College of Guangling, Yangzhou University, Yangzhou, Jiangsu, P. R. China.
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3
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Cao Y, Ma J, Han S, Hou M, Wei X, Zhang X, Zhang ZJ, Sun S, Ku L, Tang J, Dong Z, Zhu Z, Wang X, Zhou X, Zhang L, Li X, Long Y, Wan X, Duan C. Single-cell RNA sequencing profiles reveal cell type-specific transcriptional regulation networks conditioning fungal invasion in maize roots. PLANT BIOTECHNOLOGY JOURNAL 2023; 21:1839-1859. [PMID: 37349934 PMCID: PMC10440994 DOI: 10.1111/pbi.14097] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 04/24/2023] [Accepted: 05/29/2023] [Indexed: 06/24/2023]
Abstract
Stalk rot caused by Fusarium verticillioides (Fv) is one of the most destructive diseases in maize production. The defence response of root system to Fv invasion is important for plant growth and development. Dissection of root cell type-specific response to Fv infection and its underlying transcription regulatory networks will aid in understanding the defence mechanism of maize roots to Fv invasion. Here, we reported the transcriptomes of 29 217 single cells derived from root tips of two maize inbred lines inoculated with Fv and mock condition, and identified seven major cell types with 21 transcriptionally distinct cell clusters. Through the weighted gene co-expression network analysis, we identified 12 Fv-responsive regulatory modules from 4049 differentially expressed genes (DEGs) that were activated or repressed by Fv infection in these seven cell types. Using a machining-learning approach, we constructed six cell type-specific immune regulatory networks by integrating Fv-induced DEGs from the cell type-specific transcriptomes, 16 known maize disease-resistant genes, five experimentally validated genes (ZmWOX5b, ZmPIN1a, ZmPAL6, ZmCCoAOMT2, and ZmCOMT), and 42 QTL or QTN predicted genes that are associated with Fv resistance. Taken together, this study provides not only a global view of maize cell fate determination during root development but also insights into the immune regulatory networks in major cell types of maize root tips at single-cell resolution, thus laying the foundation for dissecting molecular mechanisms underlying disease resistance in maize.
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Affiliation(s)
- Yanyong Cao
- Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
- Institute of Cereal CropsHenan Academy of Agricultural SciencesZhengzhouChina
- Zhongzhi International Institute of Agricultural Biosciences, Research Institute of Biology and AgricultureUniversity of Science and Technology BeijingBeijingChina
- The Shennong LaboratoryZhengzhouChina
| | - Juan Ma
- Institute of Cereal CropsHenan Academy of Agricultural SciencesZhengzhouChina
| | - Shengbo Han
- Institute of Cereal CropsHenan Academy of Agricultural SciencesZhengzhouChina
- College of AgronomyHenan Agricultural UniversityZhengzhouChina
| | - Mengwei Hou
- Institute of Cereal CropsHenan Academy of Agricultural SciencesZhengzhouChina
| | - Xun Wei
- Zhongzhi International Institute of Agricultural Biosciences, Research Institute of Biology and AgricultureUniversity of Science and Technology BeijingBeijingChina
| | - Xingrui Zhang
- Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Zhanyuan J. Zhang
- Division of Plant Sciences, Plant Transformation Core FacilityUniversity of MissouriColumbiaMissouriUSA
- Present address:
Inari Agriculture, Inc.West LafayetteIndiana47906USA
| | - Suli Sun
- Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Lixia Ku
- The Shennong LaboratoryZhengzhouChina
- College of AgronomyHenan Agricultural UniversityZhengzhouChina
| | - Jihua Tang
- The Shennong LaboratoryZhengzhouChina
- College of AgronomyHenan Agricultural UniversityZhengzhouChina
| | - Zhenying Dong
- Zhongzhi International Institute of Agricultural Biosciences, Research Institute of Biology and AgricultureUniversity of Science and Technology BeijingBeijingChina
| | - Zhendong Zhu
- Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Xiaoming Wang
- Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Xiaoxiao Zhou
- Institute of Cereal CropsHenan Academy of Agricultural SciencesZhengzhouChina
| | - Lili Zhang
- Institute of Cereal CropsHenan Academy of Agricultural SciencesZhengzhouChina
- College of AgronomyHenan Agricultural UniversityZhengzhouChina
| | - Xiangdong Li
- Department of Plant Pathology, College of Plant ProtectionShandong Agricultural UniversityTai'anChina
| | - Yan Long
- Zhongzhi International Institute of Agricultural Biosciences, Research Institute of Biology and AgricultureUniversity of Science and Technology BeijingBeijingChina
| | - Xiangyuan Wan
- Zhongzhi International Institute of Agricultural Biosciences, Research Institute of Biology and AgricultureUniversity of Science and Technology BeijingBeijingChina
| | - Canxing Duan
- Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
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Piro A, Oliva D, Nisticò DM, Lania I, Basile MR, Chidichimo G, Mazzuca S. Growth and Primary Metabolism of Lettuce Seedlings ( Lactuca sativa L.) Are Promoted by an Innovative Iron-Based Fenton-Composted Amendment. PLANTS (BASEL, SWITZERLAND) 2023; 12:2234. [PMID: 37375861 DOI: 10.3390/plants12122234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 06/05/2023] [Accepted: 06/06/2023] [Indexed: 06/29/2023]
Abstract
Information regarding the physiological and molecular plant responses to the treatment with new biofertilizers is limited. In this study, a fast-composting soil amendment obtained from solid waste by means of a Fenton reaction was assessed to evaluate the effects on the growth of Lactuca sativa L. var. longifolia seedlings. Growth rate, root biomass, chlorophyll concentration, and total soluble proteins of seedlings treated with the 2% fast-composting soil amendment showed significant increases in comparison with the control seedlings. Proteomic analysis revealed that the soil amendment induced the up-regulation of proteins belonging to photosynthesis machinery, carbohydrate metabolism, and promoted energy metabolism. Root proteomics indicated that the fast-composting soil amendment strongly induced the organs morphogenesis and development; root cap development, lateral root formation, and post-embryonic root morphogenesis were the main biological processes enriched by the treatment. Overall, our data suggest that the addition of the fast-composting soil amendment formulation to the base soils might ameliorate plant growth by inducing carbohydrate primary metabolism and the differentiation of a robust root system.
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Affiliation(s)
- Amalia Piro
- Laboratory of Plant Biology and Plant Proteomics (Lab.Bio.Pro.Ve.), Department of Chemistry and Chemical Technologies, Università della Calabria, 87036 Rende, Italy
| | - Daniela Oliva
- Laboratory of Plant Biology and Plant Proteomics (Lab.Bio.Pro.Ve.), Department of Chemistry and Chemical Technologies, Università della Calabria, 87036 Rende, Italy
| | - Dante Matteo Nisticò
- Laboratory of Plant Biology and Plant Proteomics (Lab.Bio.Pro.Ve.), Department of Chemistry and Chemical Technologies, Università della Calabria, 87036 Rende, Italy
| | - Ilaria Lania
- Physical Chemistry (CFINABEC) Laboratory, Department of Chemistry and Chemical Technologies, Università della Calabria, 87036 Rende, Italy
| | - Maria Rita Basile
- Physical Chemistry (CFINABEC) Laboratory, Department of Chemistry and Chemical Technologies, Università della Calabria, 87036 Rende, Italy
| | - Giuseppe Chidichimo
- Physical Chemistry (CFINABEC) Laboratory, Department of Chemistry and Chemical Technologies, Università della Calabria, 87036 Rende, Italy
| | - Silvia Mazzuca
- Laboratory of Plant Biology and Plant Proteomics (Lab.Bio.Pro.Ve.), Department of Chemistry and Chemical Technologies, Università della Calabria, 87036 Rende, Italy
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5
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Zhang Y, Wang X, Zhang J, He XQ. Plant in situ tissue regeneration: dynamics, mechanisms and implications for forestry research. FORESTRY RESEARCH 2023; 3:8. [PMID: 39526277 PMCID: PMC11524250 DOI: 10.48130/fr-2023-0008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 03/07/2023] [Indexed: 11/16/2024]
Abstract
Plants possess remarkable developmental plasticity and regenerative ability to reshape themselves in response to external stimulations. After localised injuries, they can initiate cellular reprogramming at the wound sites to repair or regrow structures that could substitute the functionality of the damaged or lost parts. This way of regeneration in plants is called plant in situ tissue regeneration. Upon wounding like excision, incision or girdling, the original tissue patterns are completely or partially destroyed, the remanent tissues could perceive the wounding signals and thereby initiate cell de-differentiation, trans-differentiation or re-differentiation to reconstruct the lost or damaged tissues. In this review, we summarize the regenerative dynamics and regulatory mechanisms during the major in situ tissue regeneration processes in plants, including secondary vascular tissue (SVT) regeneration after girdling, apex regeneration after excision and tissue reunion after incision. In addition, we compare the features of SVT regeneration, the most relevant system for forestry, with other plant in situ tissue regeneration systems. We further discuss the unsolved issues and the potential applications of plant in situ regeneration for forestry research, aiming to provide new insights for the study of woody plant development.
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Affiliation(s)
- Yufei Zhang
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
| | - Xiaoyu Wang
- Department of Plant Biology and Ecology, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Jing Zhang
- Department of Plant Biology and Ecology, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Xin-Qiang He
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
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6
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Wan Q, Zhai N, Xie D, Liu W, Xu L. WOX11: the founder of plant organ regeneration. CELL REGENERATION (LONDON, ENGLAND) 2023; 12:1. [PMID: 36596978 PMCID: PMC9810776 DOI: 10.1186/s13619-022-00140-9] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 08/29/2022] [Indexed: 01/05/2023]
Abstract
De novo organ regeneration is the process in which adventitious roots or shoots regenerate from detached or wounded organs. De novo organ regeneration can occur either in natural conditions, e.g. adventitious root regeneration from the wounded sites of detached leaves or stems, or in in-vitro tissue culture, e.g. organ regeneration from callus. In this review, we summarize recent advances in research on the molecular mechanism of de novo organ regeneration, focusing on the role of the WUSCHEL-RELATED HOMEOBOX11 (WOX11) gene in the model plant Arabidopsis thaliana. WOX11 is a direct target of the auxin signaling pathway, and it is expressed in, and regulates the establishment of, the founder cell during de novo root regeneration and callus formation. WOX11 activates the expression of its target genes to initiate root and callus primordia. Therefore, WOX11 links upstream auxin signaling to downstream cell fate transition during regeneration. We also discuss the role of WOX11 in diverse species and its evolution in plants.
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Affiliation(s)
- Qihui Wan
- grid.9227.e0000000119573309National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai, 200032 China ,grid.410726.60000 0004 1797 8419University of Chinese Academy of Sciences, 19A Yuquan Road, Beijing, 100049 China
| | - Ning Zhai
- grid.9227.e0000000119573309National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai, 200032 China
| | - Dixiang Xie
- grid.9227.e0000000119573309National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai, 200032 China ,grid.410726.60000 0004 1797 8419University of Chinese Academy of Sciences, 19A Yuquan Road, Beijing, 100049 China
| | - Wu Liu
- grid.9227.e0000000119573309National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai, 200032 China
| | - Lin Xu
- grid.9227.e0000000119573309National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, 300 Fenglin Road, Shanghai, 200032 China
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7
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Liu Y, Mu C, Du D, Yang Y, Li L, Xuan W, Kircher S, Palme K, Li X, Li R. Alkaline stress reduces root waving by regulating PIN7 vacuolar transport. FRONTIERS IN PLANT SCIENCE 2022; 13:1049144. [PMID: 36582637 PMCID: PMC9792863 DOI: 10.3389/fpls.2022.1049144] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 11/22/2022] [Indexed: 06/17/2023]
Abstract
Root development and plasticity are assessed via diverse endogenous and environmental cues, including phytohormones, nutrition, and stress. In this study, we observed that roots in model plant Arabidopsis thaliana exhibited waving and oscillating phenotypes under normal conditions but lost this pattern when subjected to alkaline stress. We later showed that alkaline treatment disturbed the auxin gradient in roots and increased auxin signal in columella cells. We further demonstrated that the auxin efflux transporter PIN-FORMED 7 (PIN7) but not PIN3 was translocated to vacuole lumen under alkaline stress. This process is essential for root response to alkaline stress because the pin7 knockout mutants retained the root waving phenotype. Moreover, we provided evidence that the PIN7 vacuolar transport might not depend on the ARF-GEFs but required the proper function of an ESCRT subunit known as FYVE domain protein required for endosomal sorting 1 (FREE1). Induced silencing of FREE1 disrupted the vacuolar transport of PIN7 and reduced sensitivity to alkaline stress, further highlighting the importance of this cellular process. In conclusion, our work reveals a new role of PIN7 in regulating root morphology under alkaline stress.
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Affiliation(s)
- Yu Liu
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai’an, China
- Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, Institute of Plant and Food Science, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
- Sino-German Joint Research Center on Agricultural Biology, College of Life Sciences, Shandong Agricultural University, Tai’an, China
| | - Chenglin Mu
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai’an, China
- Sino-German Joint Research Center on Agricultural Biology, College of Life Sciences, Shandong Agricultural University, Tai’an, China
| | - Dongdong Du
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai’an, China
- Sino-German Joint Research Center on Agricultural Biology, College of Life Sciences, Shandong Agricultural University, Tai’an, China
| | - Yi Yang
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai’an, China
- Sino-German Joint Research Center on Agricultural Biology, College of Life Sciences, Shandong Agricultural University, Tai’an, China
| | - Lixin Li
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin, China
| | - Wei Xuan
- State Key Laboratory of Crop Genetics and Germplasm Enhancement and MOA Key Laboratory of Plant Nutrition and Fertilization in Lower‐Middle Reaches of the Yangtze River, Nanjing Agricultural University, Nanjing, China
| | - Stefan Kircher
- Institute of Biology II/Molecular Plant Physiology, Faculty of Biology, Albert-Ludwigs-University of Freiburg, Schänzlestr. 1, Freiburg, Germany
| | - Klaus Palme
- Sino-German Joint Research Center on Agricultural Biology, College of Life Sciences, Shandong Agricultural University, Tai’an, China
- Institute of Biology II/Molecular Plant Physiology, Faculty of Biology, Albert-Ludwigs-University of Freiburg, Schänzlestr. 1, Freiburg, Germany
| | - Xugang Li
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai’an, China
- Sino-German Joint Research Center on Agricultural Biology, College of Life Sciences, Shandong Agricultural University, Tai’an, China
- Institute of Biology II/Molecular Plant Physiology, Faculty of Biology, Albert-Ludwigs-University of Freiburg, Schänzlestr. 1, Freiburg, Germany
| | - Ruixi Li
- Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, Institute of Plant and Food Science, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
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Ganesh A, Shukla V, Mohapatra A, George AP, Bhukya DPN, Das KK, Kola VSR, Suresh A, Ramireddy E. Root Cap to Soil Interface: A Driving Force Toward Plant Adaptation and Development. PLANT & CELL PHYSIOLOGY 2022; 63:1038-1051. [PMID: 35662353 DOI: 10.1093/pcp/pcac078] [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: 03/22/2022] [Revised: 05/05/2022] [Accepted: 06/03/2022] [Indexed: 06/15/2023]
Abstract
Land plants have developed robust roots to grow in diverse soil ecosystems. The distal end of the root tip has a specialized organ called the 'root cap'. The root cap assists the roots in penetrating the ground, absorbing water and minerals, avoiding heavy metals and regulating the rhizosphere microbiota. Furthermore, root-cap-derived auxin governs the lateral root patterning and directs root growth under varying soil conditions. The root cap formation is hypothesized as one of the key innovations during root evolution. Morphologically diversified root caps in early land plant lineage and later in angiosperms aid in improving the adaptation of roots and, thereby, plants in diverse soil environments. This review article presents a retrospective view of the root cap's important morphological and physiological characteristics for the root-soil interaction and their response toward various abiotic and biotic stimuli. Recent single-cell RNAseq data shed light on root cap cell-type-enriched genes. We compiled root cap cell-type-enriched genes from Arabidopsis, rice, maize and tomato and analyzed their transcription factor (TF) binding site enrichment. Further, the putative gene regulatory networks derived from root-cap-enriched genes and their TF regulators highlight the species-specific biological functions of root cap genes across the four plant species.
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Affiliation(s)
- Alagarasan Ganesh
- Indian Institute of Science Education and Research (IISER) Tirupati, Biology Division, Tirupati, Andhra Pradesh 517507, India
| | - Vishnu Shukla
- Indian Institute of Science Education and Research (IISER) Tirupati, Biology Division, Tirupati, Andhra Pradesh 517507, India
| | - Ankita Mohapatra
- Indian Institute of Science Education and Research (IISER) Tirupati, Biology Division, Tirupati, Andhra Pradesh 517507, India
| | - Abin Panackal George
- Indian Institute of Science Education and Research (IISER) Tirupati, Biology Division, Tirupati, Andhra Pradesh 517507, India
| | - Durga Prasad Naik Bhukya
- Indian Institute of Science Education and Research (IISER) Tirupati, Biology Division, Tirupati, Andhra Pradesh 517507, India
| | - Krishna Kodappully Das
- Indian Institute of Science Education and Research (IISER) Tirupati, Biology Division, Tirupati, Andhra Pradesh 517507, India
| | - Vijaya Sudhakara Rao Kola
- Indian Institute of Science Education and Research (IISER) Tirupati, Biology Division, Tirupati, Andhra Pradesh 517507, India
| | - Aparna Suresh
- Indian Institute of Science Education and Research (IISER) Tirupati, Biology Division, Tirupati, Andhra Pradesh 517507, India
| | - Eswarayya Ramireddy
- Indian Institute of Science Education and Research (IISER) Tirupati, Biology Division, Tirupati, Andhra Pradesh 517507, India
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Li K, Tian H, Tahir MM, Li S, Chen S, Fan L, Liu Z, Mao J, Zhang D. Transcriptome analysis reveals that cytokinins inhibit adventitious root formation through the MdRR12-MdCRF8 module in apple rootstock. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2022; 318:111220. [PMID: 35351311 DOI: 10.1016/j.plantsci.2022.111220] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Revised: 01/05/2022] [Accepted: 02/07/2022] [Indexed: 06/14/2023]
Abstract
Adventitious root (AR) formation is great significance for apple rootstock breeding. Transcriptome analyses were performed with cytokinins (CTKs) signal treatments to analyze the mechanism of AR formation. The results showed that 6-benzyadenine (6-BA) treatment inhibited AR formation. Histological analysis also observed that AR primordium cell formation was significantly suppressed by 6-BA treatment; the ratio of auxin/cytokinins exhibited the lowest values at 1 and 3 day (d) in the 6-BA treatment group. Furthermore, the differentially expressed genes were divided into five categories, including auxin, cytokinins, other hormones, cell cycle, and carbohydrate metabolism pathways. Due to the study of cytokinins signal treatment, it is important to understand the particular module mediated by the cytokinins pathway. The expression level of MdRR12 (a family member of B-type cytokinins-responsive factors) was significantly upregulated at 3 d by 6-BA treatment. Compared to the wild type, the 35S::MdRR12 transgenic tobaccos suppressed AR formation. The promoter sequence of MdCRF8 contains AGATT motif elements that respond to MdRR12. RNA-seq and RT-qPCR assays predicted cytokinins response factor (MdCRF8) to be a downstream gene regulated by MdRR12. The activity of the pro-MdCRF8-GUS promoter was obviously induced by 6-BA treatment and inhibited by lovastatin (Lov) treatment. Yeast one-hybrid, dual-luciferase reporter, and GUS coexpression assays revealed that MdRR12 could directly bind to the MdCRF8 promoter. Additionally, 35S::MdCRF8 transgenic tobaccos also blocked AR growth. Compared to the wild type, 35S::MdRR12 and 35S::MdCRF8 transgenic tobaccos enhanced sensitivity to cytokinins. Thus, we describe that MdRR12 and MdCRF8 function as integrators of cytokinins signals that affect cell cycle- and carbohydrate metabolism-related genes to regulate cell fate transition during AR formation. On the basis of these results, we concluded that the MdRR12-MdCRF8 module is involved in the negative regulation of AR formation in apple rootstock and can potentially be applied in agriculture using genetic approaches.
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Affiliation(s)
- Ke Li
- College of Horticulture, Yangling Sub-Center of National Center for Apple Improvement, Northwest A&F University, Yangling 712100, Shannxi, P.R. China.
| | - Huiyue Tian
- College of Horticulture, Yangling Sub-Center of National Center for Apple Improvement, Northwest A&F University, Yangling 712100, Shannxi, P.R. China.
| | - Muhammad Mobeen Tahir
- College of Horticulture, Yangling Sub-Center of National Center for Apple Improvement, Northwest A&F University, Yangling 712100, Shannxi, P.R. China.
| | - Shaohuan Li
- College of Horticulture, Yangling Sub-Center of National Center for Apple Improvement, Northwest A&F University, Yangling 712100, Shannxi, P.R. China.
| | - Shiyue Chen
- College of Horticulture, Yangling Sub-Center of National Center for Apple Improvement, Northwest A&F University, Yangling 712100, Shannxi, P.R. China.
| | - Li Fan
- College of Horticulture, Yangling Sub-Center of National Center for Apple Improvement, Northwest A&F University, Yangling 712100, Shannxi, P.R. China.
| | - Zhimin Liu
- College of Horticulture, Yangling Sub-Center of National Center for Apple Improvement, Northwest A&F University, Yangling 712100, Shannxi, P.R. China.
| | - Jiangping Mao
- College of Horticulture, Yangling Sub-Center of National Center for Apple Improvement, Northwest A&F University, Yangling 712100, Shannxi, P.R. China.
| | - Dong Zhang
- College of Horticulture, Yangling Sub-Center of National Center for Apple Improvement, Northwest A&F University, Yangling 712100, Shannxi, P.R. China.
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10
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Kościelniak P, Glazińska P, Kȩsy J, Zadworny M. Formation and Development of Taproots in Deciduous Tree Species. FRONTIERS IN PLANT SCIENCE 2021; 12:772567. [PMID: 34925417 PMCID: PMC8675582 DOI: 10.3389/fpls.2021.772567] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 10/27/2021] [Indexed: 06/14/2023]
Abstract
Trees are generally long-lived and are therefore exposed to numerous episodes of external stimuli and adverse environmental conditions. In certain trees e.g., oaks, taproots evolved to increase the tree's ability to acquire water from deeper soil layers. Despite the significant role of taproots, little is known about the growth regulation through internal factors (genes, phytohormones, and micro-RNAs), regulating taproot formation and growth, or the effect of external factors, e.g., drought. The interaction of internal and external stimuli, involving complex signaling pathways, regulates taproot growth during tip formation and the regulation of cell division in the root apical meristem (RAM). Assuming that the RAM is the primary regulatory center responsible for taproot growth, factors affecting the RAM function provide fundamental information on the mechanisms affecting taproot development.
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Affiliation(s)
| | - Paulina Glazińska
- Department of Plant Physiology and Biotechnology, Faculty of Biological and Veterinary Sciences, Nicolaus Copernicus University, Toruń, Poland
- Centre for Modern Interdisciplinary Technologies, Nicolaus Copernicus University, Toruń, Poland
| | - Jacek Kȩsy
- Department of Plant Physiology and Biotechnology, Faculty of Biological and Veterinary Sciences, Nicolaus Copernicus University, Toruń, Poland
| | - Marcin Zadworny
- Institute of Dendrology, Polish Academy of Sciences, Kórnik, Poland
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11
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Peng X, Xie J, Li W, Xie H, Cai Y, Ding X. Comparison of wild rice (Oryza longistaminata) tissues identifies rhizome-specific bacterial and archaeal endophytic microbiomes communities and network structures. PLoS One 2021; 16:e0246687. [PMID: 33556120 PMCID: PMC7870070 DOI: 10.1371/journal.pone.0246687] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Accepted: 01/23/2021] [Indexed: 11/18/2022] Open
Abstract
Compared with root-associated habitats, little is known about the role of microbiota inside other rice organs, especially the rhizome of perennial wild rice, and this information may be of importance for agriculture. Oryza longistaminata is perennial wild rice with various agronomically valuable traits, including large biomass on poor soils, high nitrogen use efficiency, and resistance to insect pests and disease. Here, we compared the endophytic bacterial and archaeal communities and network structures of the rhizome to other compartments of O. longistaminata using 16S rRNA gene sequencing. Diverse microbiota and significant variation in community structure were identified among different compartments of O. longistaminata. The rhizome microbial community showed low taxonomic and phylogenetic diversity as well as the lowest network complexity among four compartments. Rhizomes exhibited less phylogenetic clustering than roots and leaves, but similar phylogenetic clustering with stems. Streptococcus, Bacillus, and Methylobacteriaceae were the major genera in the rhizome. ASVs belonging to the Enhydrobacter, YS2, and Roseburia are specifically present in the rhizome. The relative abundance of Methylobacteriaceae in the rhizome and stem was significantly higher than that in leaf and root. Noteworthy type II methanotrophs were observed across all compartments, including the dominant Methylobacteriaceae, which potentially benefits the host by facilitating CH4-dependent N2 fixation under nitrogen nutrient-poor conditions. Our data offers a robust knowledge of host and microbiome interactions across various compartments and lends guidelines to the investigation of adaptation mechanisms of O. longistaminata in nutrient-poor environments for biofertilizer development in agriculture.
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Affiliation(s)
- Xiaojue Peng
- School of Life Sciences, Nanchang University, Nanchang, Jiangxi, China
- Jiangxi Provincial People’s Hospital, Nanchang University, Nanchang, Jiangxi, China
| | - Jian Xie
- School of Life Sciences, Nanchang University, Nanchang, Jiangxi, China
| | - Wenzhuo Li
- School of Life Sciences, Nanchang University, Nanchang, Jiangxi, China
| | - Hongwei Xie
- Jiangxi Super-Rice Research and Development Center, Jiangxi Academy of Agricultural Sciences, Nanchang, Jiangxi, China
| | - Yaohui Cai
- Jiangxi Super-Rice Research and Development Center, Jiangxi Academy of Agricultural Sciences, Nanchang, Jiangxi, China
| | - Xia Ding
- School of Life Sciences, Nanchang University, Nanchang, Jiangxi, China
- Jiangxi Provincial People’s Hospital, Nanchang University, Nanchang, Jiangxi, China
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12
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Ravelo-Ortega G, López-Bucio JS, Ruiz-Herrera LF, Pelagio-Flores R, Ayala-Rodríguez JÁ, de la Cruz HR, Guevara-García ÁA, López-Bucio J. The growth of Arabidopsis primary root is repressed by several and diverse amino acids through auxin-dependent and independent mechanisms and MPK6 kinase activity. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2021; 302:110717. [PMID: 33288023 DOI: 10.1016/j.plantsci.2020.110717] [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: 07/13/2020] [Revised: 10/08/2020] [Accepted: 10/11/2020] [Indexed: 05/14/2023]
Abstract
Amino acids serve as structural monomers for protein synthesis and are considered important biostimulants for plants. In this report, the effects of all 20-L amino acids in Arabidopsis primary root growth were evaluated. 15 amino acids inhibited growth, being l-leucine (l-Leu), l-lysine (l-Lys), l-tryptophan (l-Trp), and l-glutamate (l-Glu) the most active, which repressed both cell division and elongation in primary roots. Comparisons of DR5:GFP expression and growth of WT Arabidopsis seedlings and several auxin response mutants including slr, axr1 and axr2 single mutants, arf7/arf19 double mutant and tir1/afb2/afb3 triple mutant, treated with inhibitory concentrations of l-Glu, l-Leu, l-Lys and l-Trp revealed gene-dependent, specific changes in auxin response. In addition, l- isomers of Glu, Leu and Lys, but not l-Trp diminished the GFP fluorescence of pPIN1::PIN1:GFP, pPIN2::PIN2:GFP, pPIN3::PIN3:GFP and pPIN7::PIN7:GFP constructs in root tips. MPK6 activity in roots was enhanced by amino acid treatment, being greater in response to l-Trp while mpk6 mutants supported cell division and elongation at high doses of l-Glu, l-Leu, l-Lys and l-Trp. We conclude that independently of their auxin modulating properties, amino acids signals converge in MPK6 to alter the Arabidopsis primary root growth.
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Affiliation(s)
- Gustavo Ravelo-Ortega
- Instituto de Investigaciones Químico-Biológicas, Universidad Michoacana de San Nicolás de Hidalgo, CP 58030 Morelia, Michoacán, Mexico.
| | - Jesús Salvador López-Bucio
- CONACYT‑Instituto de Investigaciones Químico-Biológicas, Universidad Michoacana de San Nicolás de Hidalgo, CP 58030 Morelia, Michoacán, Mexico.
| | - León Francisco Ruiz-Herrera
- Instituto de Investigaciones Químico-Biológicas, Universidad Michoacana de San Nicolás de Hidalgo, CP 58030 Morelia, Michoacán, Mexico.
| | - Ramón Pelagio-Flores
- Facultad de Químico Farmacobiología, Universidad Michoacana de San Nicolás de Hidalgo, CP 58030 Morelia, Michoacán, Mexico.
| | - Juan Ángel Ayala-Rodríguez
- Instituto de Investigaciones Químico-Biológicas, Universidad Michoacana de San Nicolás de Hidalgo, CP 58030 Morelia, Michoacán, Mexico.
| | - Homero Reyes de la Cruz
- Instituto de Investigaciones Químico-Biológicas, Universidad Michoacana de San Nicolás de Hidalgo, CP 58030 Morelia, Michoacán, Mexico.
| | | | - José López-Bucio
- Instituto de Investigaciones Químico-Biológicas, Universidad Michoacana de San Nicolás de Hidalgo, CP 58030 Morelia, Michoacán, Mexico.
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13
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Li J, Yang Y, Chai M, Ren M, Yuan J, Yang W, Dong Y, Liu B, Jian Q, Wang S, Peng B, Yuan H, Fan H. Gibberellins modulate local auxin biosynthesis and polar auxin transport by negatively affecting flavonoid biosynthesis in the root tips of rice. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2020; 298:110545. [PMID: 32771158 DOI: 10.1016/j.plantsci.2020.110545] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 05/28/2020] [Accepted: 05/30/2020] [Indexed: 05/07/2023]
Abstract
As critical signalling molecules, both gibberellin (GA) and auxin play essential roles in regulating root elongation, and many studies have been shown that auxin influences GA biosynthesis and signalling. However, the mechanism by which GA affects auxin in root elongation is still unknown. In this study, root elongation and DR5-GUS activity were analyzed in rice seedlings. Paclobutrazol-induced short root phenotypes could be partially reversed by co-treatment with IAA, and the inhibition of root elongation caused by naphthylphthalamic acid could be partially reversed when plants were co-treated with GA. DR5-GUS activity was increased in the presence of GA and was reduced at the root tip of paclobutrazol-treated seedlings, indicating that GA could regulate local auxin biosynthesis and polar auxin transport (PAT) in rice root tips. Our RNA-seq analysis showed that GA was involved in the regulation of flavonoid biosynthesis. Flavonoid accumulation level in ks1 root tips was significantly increased and negatively correlated with GA content in GA- and PAC-treated seedlings. GA also rescued the decreased DR5-GUS activity induced by quercetin in rice root tips, confirming that flavonoids act as an intermediary in GA-mediated auxin biosynthesis and PAT. Based on RNA-seq and qPCR analyses, we determined that GA regulates local auxin biosynthesis and polar auxin transport by modulating the expression of OsYUCCA6 and PIN. Our findings provide valuable new insights into the interactions between GA and auxin in the root tips of rice.
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Affiliation(s)
- Jintao Li
- College of Life Sciences, Xinyang Normal University, Xinyang, 464000, China.
| | - Yuna Yang
- College of Life Sciences, Xinyang Normal University, Xinyang, 464000, China
| | - Mengmeng Chai
- College of Life Sciences, Xinyang Normal University, Xinyang, 464000, China
| | - Mengdi Ren
- College of Life Sciences, Xinyang Normal University, Xinyang, 464000, China
| | - Jingjia Yuan
- College of Life Sciences, Xinyang Normal University, Xinyang, 464000, China
| | - Wenqian Yang
- College of Life Sciences, Xinyang Normal University, Xinyang, 464000, China
| | - Yu Dong
- College of Life Sciences, Xinyang Normal University, Xinyang, 464000, China
| | - BinWen Liu
- College of Life Sciences, Xinyang Normal University, Xinyang, 464000, China
| | - Qingmei Jian
- College of Bioengineering, Jingchu University of Technology, Jingmen, 448000, China
| | - Shouchuang Wang
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresource, College of Tropical Crops, Hainan University, Haikou, 572208, China
| | - Bo Peng
- College of Life Sciences, Xinyang Normal University, Xinyang, 464000, China
| | - Hongyu Yuan
- College of Life Sciences, Xinyang Normal University, Xinyang, 464000, China
| | - Haiyan Fan
- College of Life Sciences, Xinyang Normal University, Xinyang, 464000, China.
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14
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Piacentini D, Della Rovere F, Sofo A, Fattorini L, Falasca G, Altamura MM. Nitric Oxide Cooperates With Auxin to Mitigate the Alterations in the Root System Caused by Cadmium and Arsenic. FRONTIERS IN PLANT SCIENCE 2020; 11:1182. [PMID: 32849732 PMCID: PMC7419627 DOI: 10.3389/fpls.2020.01182] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 07/21/2020] [Indexed: 05/09/2023]
Abstract
Oryza sativa L. is a worldwide food-crop frequently growing in cadmium (Cd)/arsenic (As) polluted soils, with its root-system as the first target of the pollutants. Root-system development involves the establishment of optimal indole-3-acetic acid (IAA) levels, also requiring the conversion of the IAA natural precursor indole-3-butyric acid (IBA) into IAA, causing nitric oxide (NO) formation. Nitric oxide is a stress-signaling molecule. In rice, a negative interaction of Cd or As with endogenous auxin has been demonstrated, as some NO protective effects. However, a synergism between the natural auxins (IAA and/or IBA) and NO was not yet determined and might be important for ameliorating rice metal(oid)-tolerance. With this aim, the stress caused by Cd/As toxicity in the root cells and the possible recovery by either NO or auxins (IAA/IBA) were evaluated after Cd or As (arsenate) exposure, combined or not with the NO-donor compound sodium-nitroprusside (SNP). Root fresh weight, membrane electrolyte leakage, and H2O2 production were also measured. Moreover, endogenous IAA/IBA contents, transcription-levels of OsYUCCA1 and OsASA2 IAA-biosynthetic-genes, and expression of the IAA-influx-carrier OsAUX1 and the IAA-responsive DR5::GUS construct were analyzed, and NO-epifluorescence levels were measured. Results showed that membrane injury by enhanced electrolyte leakage occurred under both pollutants and was reduced by the treatment with SNP only in Cd-presence. By contrast, no membrane injury was caused by either exogenous NO or IAA or IBA. Cd- and As-toxicity also resulted into a decreased root fresh weight, mitigated by the combination of each pollutant with either IAA or IBA. Cd and As decreased the endogenous NO-content, increased H2O2 formation, and altered auxin biosynthesis, levels and distribution in both adventitious (ARs) and mainly lateral roots (LRs). The SNP-formed NO counteracted the pollutants' effects on auxin distribution/levels, reduced H2O2 formation in Cd-presence, and enhanced AUX1-expression, mainly in As-presence. Each exogenous auxin, but mainly IBA, combined with Cd or As at 10 µM, mitigated the pollutants' effects by increasing LR-production and by increasing NO-content in the case of Cd. Altogether, results demonstrate that NO and auxin(s) work together in the rice root system to counteract the specific toxic-effects of each pollutant.
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Affiliation(s)
- Diego Piacentini
- Department of Environmental Biology, “Sapienza” University of Rome, Rome, Italy
| | | | - Adriano Sofo
- Department of European and Mediterranean Cultures: Architecture, Environment, and Cultural Heritage (DICEM), University of Basilicata, Matera, Italy
| | - Laura Fattorini
- Department of Environmental Biology, “Sapienza” University of Rome, Rome, Italy
| | - Giuseppina Falasca
- Department of Environmental Biology, “Sapienza” University of Rome, Rome, Italy
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15
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RNA-seq assistant: machine learning based methods to identify more transcriptional regulated genes. BMC Genomics 2018; 19:546. [PMID: 30029596 PMCID: PMC6053725 DOI: 10.1186/s12864-018-4932-2] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2017] [Accepted: 07/08/2018] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Although different quality controls have been applied at different stages of the sample preparation and data analysis to ensure both reproducibility and reliability of RNA-seq results, there are still limitations and bias on the detectability for certain differentially expressed genes (DEGs). Whether the transcriptional dynamics of a gene can be captured accurately depends on experimental design/operation and the following data analysis processes. The workflow of subsequent data processing, such as reads alignment, transcript quantification, normalization, and statistical methods for ultimate identification of DEGs can influence the accuracy and sensitivity of DEGs analysis, producing a certain number of false-positivity or false-negativity. Machine learning (ML) is a multidisciplinary field that employs computer science, artificial intelligence, computational statistics and information theory to construct algorithms that can learn from existing data sets and to make predictions on new data set. ML-based differential network analysis has been applied to predict stress-responsive genes through learning the patterns of 32 expression characteristics of known stress-related genes. In addition, the epigenetic regulation plays critical roles in gene expression, therefore, DNA and histone methylation data has been shown to be powerful for ML-based model for prediction of gene expression in many systems, including lung cancer cells. Therefore, it is promising that ML-based methods could help to identify the DEGs that are not identified by traditional RNA-seq method. RESULTS We identified the top 23 most informative features through assessing the performance of three different feature selection algorithms combined with five different classification methods on training and testing data sets. By comprehensive comparison, we found that the model based on InfoGain feature selection and Logistic Regression classification is powerful for DEGs prediction. Moreover, the power and performance of ML-based prediction was validated by the prediction on ethylene regulated gene expression and the following qRT-PCR. CONCLUSIONS Our study shows that the combination of ML-based method with RNA-seq greatly improves the sensitivity of DEGs identification.
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16
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Huang G, Liang W, Sturrock CJ, Pandey BK, Giri J, Mairhofer S, Wang D, Muller L, Tan H, York LM, Yang J, Song Y, Kim YJ, Qiao Y, Xu J, Kepinski S, Bennett MJ, Zhang D. Rice actin binding protein RMD controls crown root angle in response to external phosphate. Nat Commun 2018; 9:2346. [PMID: 29892032 PMCID: PMC5995806 DOI: 10.1038/s41467-018-04710-x] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Accepted: 05/01/2018] [Indexed: 11/12/2022] Open
Abstract
Root angle has a major impact on acquisition of nutrients like phosphate that accumulate in topsoil and in many species; low phosphate induces shallower root growth as an adaptive response. Identifying genes and mechanisms controlling root angle is therefore of paramount importance to plant breeding. Here we show that the actin-binding protein Rice Morphology Determinant (RMD) controls root growth angle by linking actin filaments and gravity-sensing organelles termed statoliths. RMD is upregulated in response to low external phosphate and mutants lacking of RMD have steeper crown root growth angles that are unresponsive to phosphate levels. RMD protein localizes to the surface of statoliths, and rmd mutants exhibit faster gravitropic response owing to more rapid statoliths movement. We conclude that adaptive changes to root angle in response to external phosphate availability are RMD dependent, providing a potential target for breeders.
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Affiliation(s)
- Guoqiang Huang
- Joint International Research Laboratory of Metabolic & Developmental Sciences, State Key Laboratory of Hybrid Rice, SJTU-University of Adelaide Joint Centre for Agriculture and Health, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Wanqi Liang
- Joint International Research Laboratory of Metabolic & Developmental Sciences, State Key Laboratory of Hybrid Rice, SJTU-University of Adelaide Joint Centre for Agriculture and Health, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
- Centre for Plant Integrative Biology, School of Biosciences, University of Nottingham, Loughborough Leicstershire, LE12 5RD, Nottingham, UK
| | - Craig J Sturrock
- Centre for Plant Integrative Biology, School of Biosciences, University of Nottingham, Loughborough Leicstershire, LE12 5RD, Nottingham, UK
| | - Bipin K Pandey
- Centre for Plant Integrative Biology, School of Biosciences, University of Nottingham, Loughborough Leicstershire, LE12 5RD, Nottingham, UK
- National Institute of Plant Genome Research (NIPGR), New Delhi, 110067, India
| | - Jitender Giri
- Centre for Plant Integrative Biology, School of Biosciences, University of Nottingham, Loughborough Leicstershire, LE12 5RD, Nottingham, UK
- National Institute of Plant Genome Research (NIPGR), New Delhi, 110067, India
| | - Stefan Mairhofer
- Centre for Plant Integrative Biology, School of Biosciences, University of Nottingham, Loughborough Leicstershire, LE12 5RD, Nottingham, UK
| | - Daoyang Wang
- Joint International Research Laboratory of Metabolic & Developmental Sciences, State Key Laboratory of Hybrid Rice, SJTU-University of Adelaide Joint Centre for Agriculture and Health, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Lukas Muller
- Centre for Plant Integrative Biology, School of Biosciences, University of Nottingham, Loughborough Leicstershire, LE12 5RD, Nottingham, UK
| | - Hexin Tan
- Department of Pharmaceutical Botany, School of Pharmacy, Second Military Medical University, Shanghai, 200433, China
| | - Larry M York
- Centre for Plant Integrative Biology, School of Biosciences, University of Nottingham, Loughborough Leicstershire, LE12 5RD, Nottingham, UK
| | - Jing Yang
- Joint International Research Laboratory of Metabolic & Developmental Sciences, State Key Laboratory of Hybrid Rice, SJTU-University of Adelaide Joint Centre for Agriculture and Health, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
- Centre for Plant Integrative Biology, School of Biosciences, University of Nottingham, Loughborough Leicstershire, LE12 5RD, Nottingham, UK
| | - Yu Song
- Joint International Research Laboratory of Metabolic & Developmental Sciences, State Key Laboratory of Hybrid Rice, SJTU-University of Adelaide Joint Centre for Agriculture and Health, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Yu-Jin Kim
- Joint International Research Laboratory of Metabolic & Developmental Sciences, State Key Laboratory of Hybrid Rice, SJTU-University of Adelaide Joint Centre for Agriculture and Health, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Yang Qiao
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Jian Xu
- Department of Biological Sciences and Centre for BioImaging Sciences, National University of Singapore, Singapore, 117543, Singapore
| | - Stefan Kepinski
- Centre for Plant Sciences, Faculty of Biological Sciences, University of Leeds, Leeds, LS2 9JT, UK
| | - Malcolm J Bennett
- Centre for Plant Integrative Biology, School of Biosciences, University of Nottingham, Loughborough Leicstershire, LE12 5RD, Nottingham, UK.
| | - Dabing Zhang
- Joint International Research Laboratory of Metabolic & Developmental Sciences, State Key Laboratory of Hybrid Rice, SJTU-University of Adelaide Joint Centre for Agriculture and Health, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China.
- University of Adelaide-SJTU Joint Centre for Agriculture and Health, School of Agriculture, Food and Wine, University of Adelaide, Waite Campus, Urrbrae, 5064, SA, Australia.
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17
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Tian X, Zhang C, Xu J. Control of Cell Fate Reprogramming Towards De Novo Shoot Organogenesis. PLANT & CELL PHYSIOLOGY 2018; 59:708-714. [PMID: 29294130 DOI: 10.1093/pcp/pcx207] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Accepted: 12/18/2017] [Indexed: 06/07/2023]
Abstract
Many plants have a high regenerative capacity, which can be used to induce de novo organogenesis and produce various valuable plant species and products. In the classic two-step protocol for de novo shoot organogenesis, small pieces of plant parts or tissues known as explants are initially cultured on an auxin-rich medium to produce a cell mass called callus. Upon transfer to a cytokinin-rich medium, a subpopulation of cells within the callus acquire shoot cell fate and subsequently develop into a fertile shoot. Cell fate reprogramming during de novo organogenesis is thus recognized as the decisive step to acquire new cell types progressively, in response to a change in the levels of plant hormones auxin and cytokinin. Currently, the molecular mechanisms underlying the onset and completion of cell fate reprogramming remains partly understood. In this review, we sought to summarize the most recent progress made in the study of cell fate reprogramming during de novo shoot organogenesis, and highlight the critical roles of epigenetic and transcription factors in the developmental timing of cell fate reprogramming.
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Affiliation(s)
- Xin Tian
- Department of Biological Sciences and Centre for BioImaging Sciences, National University of Singapore, Singapore 117543, Singapore
| | - Chen Zhang
- Department of Biological Sciences and Centre for BioImaging Sciences, National University of Singapore, Singapore 117543, Singapore
| | - Jian Xu
- Department of Biological Sciences and Centre for BioImaging Sciences, National University of Singapore, Singapore 117543, Singapore
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18
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Efroni I. A Conceptual Framework for Cell Identity Transitions in Plants. PLANT & CELL PHYSIOLOGY 2018; 59:691-701. [PMID: 29136202 PMCID: PMC6018971 DOI: 10.1093/pcp/pcx172] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Accepted: 10/27/2017] [Indexed: 05/19/2023]
Abstract
Multicellular organisms develop from a single cell that proliferates to form different cell types with specialized functions. Sixty years ago, Waddington suggested the 'epigenetic landscape' as a useful metaphor for the process. According to this view, cells move through a rugged identity space along genetically encoded trajectories, until arriving at one of the possible final fates. In plants in particular, these trajectories have strong spatial correlates, as cell identity is intimately linked to its relative position within the plant. During regeneration, however, positional signals are severely disrupted and differentiated cells are able to undergo rapid non-canonical identity changes. Moreover, while pluripotent properties have long been ascribed to plant cells, the introduction of induced pluripotent stem cells in animal studies suggests such plasticity may not be unique to plants. As a result, current concepts of differentiation as a gradual and hierarchical process are being reformulated across biological fields. Traditional studies of plant regeneration have placed strong emphasis on the emergence of patterns and tissue organization, and information regarding the events occurring at the level of individual cells is only now beginning to emerge. Here, I review the historical and current concepts of cell identity and identity transitions, and discuss how new views and tools may instruct the future understanding of differentiation and plant regeneration.
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Affiliation(s)
- Idan Efroni
- Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture, The Hebrew University, Rehovot, Israel
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19
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Kirschner GK, Stahl Y, Von Korff M, Simon R. Unique and Conserved Features of the Barley Root Meristem. FRONTIERS IN PLANT SCIENCE 2017; 8:1240. [PMID: 28785269 PMCID: PMC5519606 DOI: 10.3389/fpls.2017.01240] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Accepted: 06/30/2017] [Indexed: 05/20/2023]
Abstract
Plant root growth is enabled by root meristems that harbor the stem cell niches as a source of progenitors for the different root tissues. Understanding the root development of diverse plant species is important to be able to control root growth in order to gain better performances of crop plants. In this study, we analyzed the root meristem of the fourth most abundant crop plant, barley (Hordeum vulgare). Cell division studies revealed that the barley stem cell niche comprises a Quiescent Center (QC) of around 30 cells with low mitotic activity. The surrounding stem cells contribute to root growth through the production of new cells that are displaced from the meristem, elongate and differentiate into specialized root tissues. The distal stem cells produce the root cap and lateral root cap cells, while cells lateral to the QC generate the epidermis, as it is typical for monocots. Endodermis and inner cortex are derived from one common initial lateral to the QC, while the outer cortex cell layers are derived from a distinct stem cell. In rice and Arabidopsis, meristem homeostasis is achieved through feedback signaling from differentiated cells involving peptides of the CLE family. Application of synthetic CLE40 orthologous peptide from barley promotes meristem cell differentiation, similar to rice and Arabidopsis. However, in contrast to Arabidopsis, the columella stem cells do not respond to the CLE40 peptide, indicating that distinct mechanisms control columella cell fate in monocot and dicot plants.
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Affiliation(s)
- Gwendolyn K. Kirschner
- Institute for Developmental Genetics, Heinrich Heine UniversityDüsseldorf, Germany
- Institute for Plant Genetics, Heinrich Heine UniversityDüsseldorf, Germany
- Cluster of Excellence on Plant Sciences (CEPLAS), Heinrich Heine UniversityDüsseldorf, Germany
| | - Yvonne Stahl
- Institute for Developmental Genetics, Heinrich Heine UniversityDüsseldorf, Germany
| | - Maria Von Korff
- Institute for Plant Genetics, Heinrich Heine UniversityDüsseldorf, Germany
- Cluster of Excellence on Plant Sciences (CEPLAS), Heinrich Heine UniversityDüsseldorf, Germany
- Department of Plant Breeding and Genetics, Max Planck Institute for Plant Breeding ResearchCologne, Germany
| | - Rüdiger Simon
- Institute for Developmental Genetics, Heinrich Heine UniversityDüsseldorf, Germany
- Cluster of Excellence on Plant Sciences (CEPLAS), Heinrich Heine UniversityDüsseldorf, Germany
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20
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Shafiq S, Chen C, Yang J, Cheng L, Ma F, Widemann E, Sun Q. DNA Topoisomerase 1 Prevents R-loop Accumulation to Modulate Auxin-Regulated Root Development in Rice. MOLECULAR PLANT 2017; 10:821-833. [PMID: 28412545 DOI: 10.1016/j.molp.2017.04.001] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2016] [Revised: 03/02/2017] [Accepted: 04/03/2017] [Indexed: 05/21/2023]
Abstract
R-loop structures (RNA:DNA hybrids) have important functions in many biological processes, including transcriptional regulation and genome instability among diverse organisms. DNA topoisomerase 1 (TOP1), an essential manipulator of DNA topology during RNA transcription and DNA replication processes, can prevent R-loop accumulation by removing the positive and negative DNA supercoiling that is made by RNA polymerases during transcription. TOP1 is required for plant development, but little is known about its function in preventing co-transcriptional R-loop accumulation in various biological processes in plants. Here we show that knockdown of OsTOP1 strongly affects rice development, causing defects in root architecture and gravitropism, which are the consequences of misregulation of auxin signaling and transporter genes. We found that R-loops are naturally formed at rice auxin-related gene loci, and overaccumulate when OsTOP1 is knocked down or OsTOP1 protein activity is inhibited. OsTOP1 therefore sets the accurate expression levels of auxin-related genes by preventing the overaccumulation of inherent R-loops. Our data reveal R-loops as important factors in polar auxin transport and plant root development, and highlight that OsTOP1 functions as a key to link transcriptional R-loops with plant hormone signaling, provide new insights into transcriptional regulation of hormone signaling in plants.
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Affiliation(s)
- Sarfraz Shafiq
- Center for Plant Biology and Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing 100084, China; Permanent affiliation: Department of Environmental Sciences, COMSATS Institute of Information Technology, Abbottabad 22060, Pakistan
| | - Chunli Chen
- College of Life Science and Technology, Huazhong Agricultural University, Wuhan 430070, China.
| | - Jing Yang
- College of Life Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Lingling Cheng
- Center for Plant Biology and Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing 100084, China
| | - Fei Ma
- College of Life Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Emilie Widemann
- Center for Plant Biology and Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing 100084, China
| | - Qianwen Sun
- Center for Plant Biology and Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing 100084, China.
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21
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Zhou S, Jiang W, Long F, Cheng S, Yang W, Zhao Y, Zhou DX. Rice Homeodomain Protein WOX11 Recruits a Histone Acetyltransferase Complex to Establish Programs of Cell Proliferation of Crown Root Meristem. THE PLANT CELL 2017; 29:1088-1104. [PMID: 28487409 PMCID: PMC5466029 DOI: 10.1105/tpc.16.00908] [Citation(s) in RCA: 99] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Revised: 04/19/2017] [Accepted: 05/07/2017] [Indexed: 05/05/2023]
Abstract
Shoot-borne crown roots are the major root system in cereals. Previous work has shown that the Wuschel-related homeobox gene WOX11 is necessary and sufficient to promote rice (Oryza sativa) crown root emergence and elongation. Here, we show that WOX11 recruits the ADA2-GCN5 histone acetyltransferase module to activate downstream target genes in crown root meristem. Rice ADA2 and GCN5 genes are highly expressed in root meristem and are shown to be essential for cell division and growth. WOX11 and ADA2-GCN5 commonly target and regulate a set of root-specific genes involved in energy metabolism, cell wall biosynthesis, and hormone response, some of which are known to be important for root development. The results indicate that the recruitment of ADA2-GCN5 by WOX11 establishes gene expression programs of crown root meristem cell division and suggest that permissive chromatin modification involving histone acetylation is a strategy for WOX11 to stimulate root meristem development.
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Affiliation(s)
- Shaoli Zhou
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, 430070 Wuhan, China
| | - Wei Jiang
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, 430070 Wuhan, China
| | - Fei Long
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, 430070 Wuhan, China
| | - Saifeng Cheng
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, 430070 Wuhan, China
| | - Wenjing Yang
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, 430070 Wuhan, China
| | - Yu Zhao
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, 430070 Wuhan, China
| | - Dao-Xiu Zhou
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, 430070 Wuhan, China
- Institute Plant Science Paris-Saclay (IPS2), CNRS, INRA, Université Paris-sud 11, Université Paris-Saclay, 91405 Orsay, France
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22
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Yang J, Yuan Z, Meng Q, Huang G, Périn C, Bureau C, Meunier AC, Ingouff M, Bennett MJ, Liang W, Zhang D. Dynamic Regulation of Auxin Response during Rice Development Revealed by Newly Established Hormone Biosensor Markers. FRONTIERS IN PLANT SCIENCE 2017; 8:256. [PMID: 28326089 PMCID: PMC5339295 DOI: 10.3389/fpls.2017.00256] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Accepted: 02/10/2017] [Indexed: 05/18/2023]
Abstract
The hormone auxin is critical for many plant developmental processes. Unlike the model eudicot plant Arabidopsis (Arabidopsis thaliana), auxin distribution and signaling in rice tissues has not been systematically investigated due to the absence of suitable auxin response reporters. In this study we observed the conservation of auxin signaling components between Arabidopsis and model monocot crop rice (Oryza sativa), and generated complementary types of auxin biosensor constructs, one derived from the Aux/IAA-based biosensor DII-VENUS but constitutively driven by maize ubiquitin-1 promoter, and the other termed DR5-VENUS in which a synthetic auxin-responsive promoter (DR5rev ) was used to drive expression of the yellow fluorescent protein (YFP). Using the obtained transgenic lines, we observed that during the vegetative development, accumulation of DR5-VENUS signal was at young and mature leaves, tiller buds and stem base. Notably, abundant DR5-VENUS signals were observed in the cytoplasm of cortex cells surrounding lateral root primordia (LRP) in rice. In addition, auxin maxima and dynamic re-localization were seen at the initiation sites of inflorescence and spikelet primordia including branch meristems (BMs), female and male organs. The comparison of these observations among Arabidopsis, rice and maize suggests the unique role of auxin in regulating rice lateral root emergence and reproduction. Moreover, protein localization of auxin transporters PIN1 homologs and GFP tagged OsAUX1 overlapped with DR5-VENUS during spikelet development, helping validate these auxin response reporters are reliable markers in rice. This work firstly reveals the direct correspondence between auxin distribution and rice reproductive and root development at tissue and cellular level, and provides high-resolution auxin tools to probe fundamental developmental processes in rice and to establish links between auxin, development and agronomical traits like yield or root architecture.
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Affiliation(s)
- Jing Yang
- Key Laboratory of Systems Biomedicine, Ministry of Education, Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong UniversityShanghai, China
- Joint International Research Laboratory of Metabolic & Developmental Sciences, Shanghai Jiao Tong University–University of Adelaide Joint Centre for Agriculture and Health, School of Life Sciences and Biotechnology, Shanghai Jiao Tong UniversityShanghai, China
| | - Zheng Yuan
- Joint International Research Laboratory of Metabolic & Developmental Sciences, Shanghai Jiao Tong University–University of Adelaide Joint Centre for Agriculture and Health, School of Life Sciences and Biotechnology, Shanghai Jiao Tong UniversityShanghai, China
| | - Qingcai Meng
- Joint International Research Laboratory of Metabolic & Developmental Sciences, Shanghai Jiao Tong University–University of Adelaide Joint Centre for Agriculture and Health, School of Life Sciences and Biotechnology, Shanghai Jiao Tong UniversityShanghai, China
| | - Guoqiang Huang
- Joint International Research Laboratory of Metabolic & Developmental Sciences, Shanghai Jiao Tong University–University of Adelaide Joint Centre for Agriculture and Health, School of Life Sciences and Biotechnology, Shanghai Jiao Tong UniversityShanghai, China
| | | | | | | | | | - Malcolm J. Bennett
- Centre for Plant Integrative Biology, School of Biosciences, University of NottinghamSutton Bonington, UK
| | - Wanqi Liang
- Joint International Research Laboratory of Metabolic & Developmental Sciences, Shanghai Jiao Tong University–University of Adelaide Joint Centre for Agriculture and Health, School of Life Sciences and Biotechnology, Shanghai Jiao Tong UniversityShanghai, China
| | - Dabing Zhang
- Joint International Research Laboratory of Metabolic & Developmental Sciences, Shanghai Jiao Tong University–University of Adelaide Joint Centre for Agriculture and Health, School of Life Sciences and Biotechnology, Shanghai Jiao Tong UniversityShanghai, China
- School of Agriculture, Food and Wine, University of AdelaideUrrbrae, SA, Australia
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Lup SD, Tian X, Xu J, Pérez-Pérez JM. Wound signaling of regenerative cell reprogramming. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2016; 250:178-187. [PMID: 27457994 DOI: 10.1016/j.plantsci.2016.06.012] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2016] [Revised: 06/13/2016] [Accepted: 06/17/2016] [Indexed: 05/08/2023]
Abstract
Plants are sessile organisms that must deal with various threats resulting in tissue damage, such as herbivore feeding, and physical wounding by wind, snow or crushing by animals. During wound healing, phytohormone crosstalk orchestrates cellular regeneration through the establishment of tissue-specific asymmetries. In turn, hormone-regulated transcription factors and their downstream targets coordinate cellular responses, including dedifferentiation, cell cycle reactivation and vascular regeneration. By comparing different examples of wound-induced tissue regeneration in the model plant Arabidopsis thaliana, a number of key regulators of developmental plasticity of plant cells have been identified. We present the relevance of these findings and of the dynamic establishment of differential auxin gradients for cell reprogramming after wounding.
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Affiliation(s)
- Samuel Daniel Lup
- Instituto de Bioingeniería, Universidad Miguel Hernández, Elche 03202, Alicante, Spain
| | - Xin Tian
- Department of Biological Sciences and NUS Centre for BioImaging Sciences, National University of Singapore, Singapore 117543, Singapore
| | - Jian Xu
- Department of Biological Sciences and NUS Centre for BioImaging Sciences, National University of Singapore, Singapore 117543, Singapore
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24
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Stem cell lineage in body layer specialization and vascular patterning of rice root and leaf. Sci Bull (Beijing) 2016. [DOI: 10.1007/s11434-015-0849-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Kanno S, Arrighi JF, Chiarenza S, Bayle V, Berthomé R, Péret B, Javot H, Delannoy E, Marin E, Nakanishi TM, Thibaud MC, Nussaume L. A novel role for the root cap in phosphate uptake and homeostasis. eLife 2016; 5:e14577. [PMID: 27050616 PMCID: PMC4829427 DOI: 10.7554/elife.14577] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2016] [Accepted: 03/11/2016] [Indexed: 01/26/2023] Open
Abstract
The root cap has a fundamental role in sensing environmental cues as well as regulating root growth via altered meristem activity. Despite this well-established role in the control of developmental processes in roots, the root cap’s function in nutrition remains obscure. Here, we uncover its role in phosphate nutrition by targeted cellular inactivation or phosphate transport complementation in Arabidopsis, using a transactivation strategy with an innovative high-resolution real-time 33P imaging technique. Remarkably, the diminutive size of the root cap cells at the root-to-soil exchange surface accounts for a significant amount of the total seedling phosphate uptake (approximately 20%). This level of Pi absorption is sufficient for shoot biomass production (up to a 180% gain in soil), as well as repression of Pi starvation-induced genes. These results extend our understanding of this important tissue from its previously described roles in environmental perception to novel functions in mineral nutrition and homeostasis control. DOI:http://dx.doi.org/10.7554/eLife.14577.001 All plants need phosphate to grow because it is a major component of DNA and many other biological molecules. Most of the Earth’s soil is poor in phosphate, and so farmland is routinely supplemented with fertilizers to provide crops with this essential nutrient. However, phosphate fertilizers are becoming scarce and their quality is expected to decline in the near future. Plant biologists must therefore determine how to adapt plants to a restricted supply of this resource, in order to sustain high crop yields for the growing world population. Plants are known to absorb phosphate through specific protein-based transporters located in the cells that make up the outer layer of roots. These proteins are highly concentrated at the root tip, and while this specialized tissue is well-known for perceiving gravity and light, it had not been shown to play a role in phosphate absorption. Kanno, Arrighi et al. have now used genetically modified Arabidopsis plants to demonstrate that phosphate can be taken up via the small cells that surround the root tip. The experiments showed that the absorbed phosphate rapidly reaches the leaves within minutes, helps the plant grow and modifies its metabolism. As the root tip can accumulate high amounts of phosphate in order to sustain its own activity, it was important to distinguish uptake of phosphate from the environment from redistribution of phosphate already within the plant. Kanno, Arrighi et al. tackled this issue through the development of a new radioactive micro-imaging technique. Phosphate transporters are also present within the cell layers within the root, but their purpose and activity are not well described. Further studies are needed to analyze the role of other root cell layers in phosphate uptake and transport, and the newly developed techniques will help decipher the mechanisms involved. DOI:http://dx.doi.org/10.7554/eLife.14577.002
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Affiliation(s)
- Satomi Kanno
- Graduate School of Agricultural and Life Sciences, University of Tokyo, Tokyo, Japan.,Laboratoire de Biologie du Developpement des Plantes, Institut de Biosciences et Biotechnology Aix-Marseille, Commissariat à l'Energie atomique et aux énergies alternatives, Saint Paul Les Durance, France.,UMR 7265 Biol. Veget. & Microbiol. Environ., Centre National de Recherche Scientifique, Saint Paul Les Durance, France.,UMR 7265, Aix-Marseille Université, Marseille, France
| | - Jean-François Arrighi
- Laboratoire de Biologie du Developpement des Plantes, Institut de Biosciences et Biotechnology Aix-Marseille, Commissariat à l'Energie atomique et aux énergies alternatives, Saint Paul Les Durance, France.,UMR 7265 Biol. Veget. & Microbiol. Environ., Centre National de Recherche Scientifique, Saint Paul Les Durance, France.,UMR 7265, Aix-Marseille Université, Marseille, France
| | - Serge Chiarenza
- Laboratoire de Biologie du Developpement des Plantes, Institut de Biosciences et Biotechnology Aix-Marseille, Commissariat à l'Energie atomique et aux énergies alternatives, Saint Paul Les Durance, France.,UMR 7265 Biol. Veget. & Microbiol. Environ., Centre National de Recherche Scientifique, Saint Paul Les Durance, France.,UMR 7265, Aix-Marseille Université, Marseille, France
| | - Vincent Bayle
- Laboratoire de Biologie du Developpement des Plantes, Institut de Biosciences et Biotechnology Aix-Marseille, Commissariat à l'Energie atomique et aux énergies alternatives, Saint Paul Les Durance, France.,UMR 7265 Biol. Veget. & Microbiol. Environ., Centre National de Recherche Scientifique, Saint Paul Les Durance, France.,UMR 7265, Aix-Marseille Université, Marseille, France
| | - Richard Berthomé
- Laboratoire des Interactions Plantes Micro-organismes, Castanet-Tolosan, France
| | - Benjamin Péret
- Laboratoire de Biologie du Developpement des Plantes, Institut de Biosciences et Biotechnology Aix-Marseille, Commissariat à l'Energie atomique et aux énergies alternatives, Saint Paul Les Durance, France.,UMR 7265 Biol. Veget. & Microbiol. Environ., Centre National de Recherche Scientifique, Saint Paul Les Durance, France.,UMR 7265, Aix-Marseille Université, Marseille, France
| | - Hélène Javot
- Laboratoire de Biologie du Developpement des Plantes, Institut de Biosciences et Biotechnology Aix-Marseille, Commissariat à l'Energie atomique et aux énergies alternatives, Saint Paul Les Durance, France.,UMR 7265 Biol. Veget. & Microbiol. Environ., Centre National de Recherche Scientifique, Saint Paul Les Durance, France.,UMR 7265, Aix-Marseille Université, Marseille, France
| | - Etienne Delannoy
- Laboratoire de Biologie du Developpement des Plantes, Institut de Biosciences et Biotechnology Aix-Marseille, Commissariat à l'Energie atomique et aux énergies alternatives, Saint Paul Les Durance, France.,UMR 7265 Biol. Veget. & Microbiol. Environ., Centre National de Recherche Scientifique, Saint Paul Les Durance, France.,UMR 7265, Aix-Marseille Université, Marseille, France
| | - Elena Marin
- Laboratoire de Biologie du Developpement des Plantes, Institut de Biosciences et Biotechnology Aix-Marseille, Commissariat à l'Energie atomique et aux énergies alternatives, Saint Paul Les Durance, France.,UMR 7265 Biol. Veget. & Microbiol. Environ., Centre National de Recherche Scientifique, Saint Paul Les Durance, France.,UMR 7265, Aix-Marseille Université, Marseille, France
| | - Tomoko M Nakanishi
- Graduate School of Agricultural and Life Sciences, University of Tokyo, Tokyo, Japan
| | - Marie-Christine Thibaud
- Laboratoire de Biologie du Developpement des Plantes, Institut de Biosciences et Biotechnology Aix-Marseille, Commissariat à l'Energie atomique et aux énergies alternatives, Saint Paul Les Durance, France.,UMR 7265 Biol. Veget. & Microbiol. Environ., Centre National de Recherche Scientifique, Saint Paul Les Durance, France.,UMR 7265, Aix-Marseille Université, Marseille, France
| | - Laurent Nussaume
- Laboratoire de Biologie du Developpement des Plantes, Institut de Biosciences et Biotechnology Aix-Marseille, Commissariat à l'Energie atomique et aux énergies alternatives, Saint Paul Les Durance, France.,UMR 7265 Biol. Veget. & Microbiol. Environ., Centre National de Recherche Scientifique, Saint Paul Les Durance, France.,UMR 7265, Aix-Marseille Université, Marseille, France
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Behera S, Wang N, Zhang C, Schmitz-Thom I, Strohkamp S, Schültke S, Hashimoto K, Xiong L, Kudla J. Analyses of Ca2+ dynamics using a ubiquitin-10 promoter-driven Yellow Cameleon 3.6 indicator reveal reliable transgene expression and differences in cytoplasmic Ca2+ responses in Arabidopsis and rice (Oryza sativa) roots. THE NEW PHYTOLOGIST 2015; 206:751-60. [PMID: 25641067 DOI: 10.1111/nph.13250] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2014] [Accepted: 11/23/2014] [Indexed: 05/24/2023]
Abstract
Ca(2+) signatures are central to developmental processes and adaptive responses in plants. However, high-resolution studies of Ca(2+) dynamics using genetically encoded Ca(2+) indicators (GECIs) such as Yellow Cameleon (YC) proteins have so far not been conducted in important model crops such as rice (Oryza sativa). We conducted a comparative study of 35S and ubiquitin-10 (UBQ10) promoter functionality in Arabidopsis thaliana and O. sativa plants expressing the Ca(2+) indicator Yellow Cameleon 3.6 (YC3.6) under control of the UBQ10 or 35S promoter. Ca(2+) signatures in roots of both species were analyzed during exposure to hyperpolarization/depolarization cycles or in response to application of the amino acid glutamate. We found a superior performance of the UBQ10 promoter with regard to expression pattern, levels and expression stabilities in both species. We observed remarkable differences between the two species in the spatiotemporal parameters of the observed Ca(2+) signatures. Rice appeared in general to respond with a lower maximal signal amplitude but greatly increased signal duration when compared with Arabidopsis. Our results identify important advantages to using the UBQ10 promoter in Arabidopsis and rice and in T-DNA mutant backgrounds. Moreover, the observed differences in Ca(2+) signaling in the two species underscore the need for comparative studies to achieve a comprehensive understanding of Ca(2+) signaling in plants.
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Affiliation(s)
- Smrutisanjita Behera
- Institut für Biologie und Biotechnologie der Pflanzen, Universität Münster, Schlossplatz 4, 48149, Münster, Germany
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27
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Hong JH, Chu H, Zhang C, Ghosh D, Gong X, Xu J. A quantitative analysis of stem cell homeostasis in the Arabidopsis columella root cap. FRONTIERS IN PLANT SCIENCE 2015; 6:206. [PMID: 25870608 PMCID: PMC4375977 DOI: 10.3389/fpls.2015.00206] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2015] [Accepted: 03/15/2015] [Indexed: 05/20/2023]
Abstract
The Lugol's staining method has been widely used to detect changes in the maintenance of stem cell fate in the columella root cap of Arabidopsis roots since the late 1990s. However, various limitations of this method demand for additional or complementary new approaches. For instance, it is unable to reveal the division rate of columella root cap stem cells. Here we report that, by labeling dividing stem cells with 5-ethynyl-2'-deoxyuridine (EdU), the number and distribution of their labeled progeny can be studied so that the division rate of stem cells can be measured quantitatively and in addition, that the progression of stem cell progeny differentiation can be assessed in combination with Lugol's staining. EdU staining takes few hours and visualization of the stain characteristics of columella root cap can be performed easily under confocal microscopes. This simple technology, when used together with Lugol's staining, provides a novel quantitative method to study the dynamics of stem cell behavior that govern homeostasis in the Arabidopsis columella root cap.
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Affiliation(s)
- Jing Han Hong
- Department of Biological Sciences, National University of Singapore, Singapore
- NUS Centre for BioImaging Sciences, National University of Singapore, Singapore
| | - Huangwei Chu
- Department of Biological Sciences, National University of Singapore, Singapore
- NUS Centre for BioImaging Sciences, National University of Singapore, Singapore
| | - Chen Zhang
- Department of Biological Sciences, National University of Singapore, Singapore
- NUS Centre for BioImaging Sciences, National University of Singapore, Singapore
| | - Dipanjana Ghosh
- Department of Biological Sciences, National University of Singapore, Singapore
- NUS Centre for BioImaging Sciences, National University of Singapore, Singapore
| | - Ximing Gong
- Department of Biological Sciences, National University of Singapore, Singapore
| | - Jian Xu
- Department of Biological Sciences, National University of Singapore, Singapore
- NUS Centre for BioImaging Sciences, National University of Singapore, Singapore
- *Correspondence: Jian Xu, Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore 117543
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