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Montiel J, Dubrovsky JG. Amino acids biosynthesis in root hair development: a mini-review. Biochem Soc Trans 2024; 52:1873-1883. [PMID: 38984866 PMCID: PMC11668294 DOI: 10.1042/bst20231558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/11/2024]
Abstract
Metabolic factors are essential for developmental biology of an organism. In plants, roots fulfill important functions, in part due to the development of specific epidermal cells, called hair cells that form root hairs (RHs) responsible for water and mineral uptake. RH development consists in (a) patterning processes involved in formation of hair and non-hair cells developed from trichoblasts and atrichoblasts; (b) RH initiation; and (c) apical (tip) growth of the RH. Here we review how these processes depend on pools of different amino acids and what is known about RH phenotypes of mutants disrupted in amino acid biosynthesis. This analysis shows that some amino acids, particularly aromatic ones, are required for RH apical (tip) growth, and that not much is known about the role of amino acids at earlier stages of RH formation. We also address the role of amino acids in rhizosphere, inhibitory and stimulating effects of amino acids on RH growth, amino acids as N source in plant nutrition, and amino acid transporters and their expression in the RHs. Amino acids form conjugates with auxin, a hormone essential for RH growth, and respective genes are overviewed. Finally, we outline missing links and envision some perspectives in the field.
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Affiliation(s)
- Jesús Montiel
- Departamento de Genómica Funcional de Eucariotas, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Cuernavaca 62210, Mexico
| | - Joseph G. Dubrovsky
- Departamento de Biología Molecular de Plantas, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca 62210, Mexico
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2
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Li P, Liu Q, Wei Y, Xing C, Xu Z, Ding F, Liu Y, Lu Q, Hu N, Wang T, Zhu X, Cheng S, Li Z, Zhao Z, Li Y, Han J, Cai X, Zhou Z, Wang K, Zhang B, Liu F, Jin S, Peng R. Transcriptional Landscape of Cotton Roots in Response to Salt Stress at Single-cell Resolution. PLANT COMMUNICATIONS 2023; 5:100740. [PMID: 39492159 PMCID: PMC10873896 DOI: 10.1016/j.xplc.2023.100740] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Revised: 03/02/2023] [Accepted: 10/23/2023] [Indexed: 11/05/2024]
Abstract
Increasing soil salinization has led to severe losses of plant yield and quality. Thus, it is urgent to investigate the molecular mechanism of the salt stress response. In this study, we took systematically analyzed cotton root response to salt stress by single-cell transcriptomics technology; 56,281 high-quality cells were totally obtained from 5-days-old lateral root tips of Gossypium arboreum under natural growth and different salt-treatment conditions. Ten cell types with an array of novel marker genes were synthetically identified and confirmed with in situ RNA hybridization, and some specific-type cells of pesudotime analysis also pointed out their potential differentiation trajectory. The prominent changes of cell numbers responding to salt stress were observed on outer epidermal and inner endodermic cells, which were significantly enriched in response to stress, amide biosynthetic process, glutathione metabolism, and glycolysis/gluconeogenesis. Other functional aggregations were concentrated on plant-type primary cell wall biogenesis, defense response, phenylpropanoid biosynthesis and metabolic pathways by analyzing the abundant differentially expressed genes (DEGs) identified from multiple comparisons. Some candidate DEGs related with transcription factors and plant hormones responding to salt stress were also identified, of which the function of Ga03G2153, an annotated auxin-responsive GH3.6, was confirmed by using virus-induced gene silencing (VIGS). The GaGH3.6-silenced plants presented severe stress-susceptive phenotype, and suffered more serious oxidative damages by detecting some physiological and biochemical indexes, indicating that GaGH3.6 might participate in salt tolerance in cotton through regulating oxidation-reduction process. For the first time, a transcriptional atlas of cotton roots under salt stress were characterized at a single-cell resolution, which explored the cellular heterogeneityand differentiation trajectory, providing valuable insights into the molecular mechanism underlying stress tolerance in plants.
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Affiliation(s)
- Pengtao Li
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, Henan, 455000, China; State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, Henan, 455000, China; Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology, Anyang 455000, Henan, China
| | - Qiankun Liu
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, Henan, 455000, China; State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, Henan, 455000, China; School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, 450001, China
| | - Yangyang Wei
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, Henan, 455000, China
| | - Chaozhu Xing
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, Henan, 455000, China; Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology, Anyang 455000, Henan, China
| | - Zhongping Xu
- Hubei Hongshan Laboratory, National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Fang Ding
- Hubei Key Laboratory of Plant Pathology, Huazhong Agricultural University, Wuhan, Hubei 430070, P. R. China
| | - Yuling Liu
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, Henan, 455000, China
| | - Quanwei Lu
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, Henan, 455000, China
| | - Nan Hu
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, Henan, 455000, China
| | - Tao Wang
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, Henan, 455000, China
| | - Xiangqian Zhu
- Hubei Hongshan Laboratory, National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Shuang Cheng
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, Henan, 455000, China; School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, 450001, China
| | - Zhaoguo Li
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, Henan, 455000, China; School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, 450001, China
| | - Zilin Zhao
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, Henan, 455000, China
| | - Yanfang Li
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, Henan, 455000, China
| | - Jiangping Han
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, Henan, 455000, China
| | - Xiaoyan Cai
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, Henan, 455000, China
| | - Zhongli Zhou
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, Henan, 455000, China
| | - Kunbo Wang
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, Henan, 455000, China
| | - Baohong Zhang
- Department of Biology, East Carolina University, Greenville, NC 27858, USA
| | - Fang Liu
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, Henan, 455000, China; Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology, Anyang 455000, Henan, China.
| | - Shuangxia Jin
- Hubei Hongshan Laboratory, National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, Hubei, China.
| | - Renhai Peng
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, Henan, 455000, China; Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology, Anyang 455000, Henan, China; School of Life Sciences, Zhengzhou University, Zhengzhou, Henan, 450001, China.
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3
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An integrated transcriptome mapping the regulatory network of coding and long non-coding RNAs provides a genomics resource in chickpea. Commun Biol 2022; 5:1106. [PMID: 36261617 PMCID: PMC9581958 DOI: 10.1038/s42003-022-04083-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2021] [Accepted: 10/07/2022] [Indexed: 11/11/2022] Open
Abstract
Large-scale transcriptome analysis can provide a systems-level understanding of biological processes. To accelerate functional genomic studies in chickpea, we perform a comprehensive transcriptome analysis to generate full-length transcriptome and expression atlas of protein-coding genes (PCGs) and long non-coding RNAs (lncRNAs) from 32 different tissues/organs via deep sequencing. The high-depth RNA-seq dataset reveal expression dynamics and tissue-specificity along with associated biological functions of PCGs and lncRNAs during development. The coexpression network analysis reveal modules associated with a particular tissue or a set of related tissues. The components of transcriptional regulatory networks (TRNs), including transcription factors, their cognate cis-regulatory motifs, and target PCGs/lncRNAs that determine developmental programs of different tissues/organs, are identified. Several candidate tissue-specific and abiotic stress-responsive transcripts associated with quantitative trait loci that determine important agronomic traits are also identified. These results provide an important resource to advance functional/translational genomic and genetic studies during chickpea development and environmental conditions. A full-length transcriptome and expression atlas of protein-coding genes and long non-coding RNAs is generated in chickpea. Components of transcriptional regulatory networks and candidate tissue-specific transcripts associated with quantitative trait loci are identified.
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Nadarajah K, Abdul Rahman NSN. Plant-Microbe Interaction: Aboveground to Belowground, from the Good to the Bad. Int J Mol Sci 2021; 22:ijms221910388. [PMID: 34638728 PMCID: PMC8508622 DOI: 10.3390/ijms221910388] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 09/14/2021] [Accepted: 09/17/2021] [Indexed: 02/06/2023] Open
Abstract
Soil health and fertility issues are constantly addressed in the agricultural industry. Through the continuous and prolonged use of chemical heavy agricultural systems, most agricultural lands have been impacted, resulting in plateaued or reduced productivity. As such, to invigorate the agricultural industry, we would have to resort to alternative practices that will restore soil health and fertility. Therefore, in recent decades, studies have been directed towards taking a Magellan voyage of the soil rhizosphere region, to identify the diversity, density, and microbial population structure of the soil, and predict possible ways to restore soil health. Microbes that inhabit this region possess niche functions, such as the stimulation or promotion of plant growth, disease suppression, management of toxicity, and the cycling and utilization of nutrients. Therefore, studies should be conducted to identify microbes or groups of organisms that have assigned niche functions. Based on the above, this article reviews the aboveground and below-ground microbiomes, their roles in plant immunity, physiological functions, and challenges and tools available in studying these organisms. The information collected over the years may contribute toward future applications, and in designing sustainable agriculture.
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Tosi M, Gaiero J, Linton N, Mafa-Attoye T, Castillo A, Dunfield K. Bacterial Endophytes: Diversity, Functional Importance, and Potential for Manipulation. ACTA ACUST UNITED AC 2020. [DOI: 10.1007/978-981-15-6125-2_1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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6
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Khatabi B, Gharechahi J, Ghaffari MR, Liu D, Haynes PA, McKay MJ, Mirzaei M, Salekdeh GH. Plant-Microbe Symbiosis: What Has Proteomics Taught Us? Proteomics 2020; 19:e1800105. [PMID: 31218790 DOI: 10.1002/pmic.201800105] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Revised: 05/04/2019] [Indexed: 11/08/2022]
Abstract
Beneficial microbes have a positive impact on the productivity and fitness of the host plant. A better understanding of the biological impacts and underlying mechanisms by which the host derives these benefits will help to address concerns around global food production and security. The recent development of omics-based technologies has broadened our understanding of the molecular aspects of beneficial plant-microbe symbiosis. Specifically, proteomics has led to the identification and characterization of several novel symbiosis-specific and symbiosis-related proteins and post-translational modifications that play a critical role in mediating symbiotic plant-microbe interactions and have helped assess the underlying molecular aspects of the symbiotic relationship. Integration of proteomic data with other "omics" data can provide valuable information to assess hypotheses regarding the underlying mechanism of symbiosis and help define the factors affecting the outcome of symbiosis. Herein, an update is provided on the current and potential applications of symbiosis-based "omic" approaches to dissect different aspects of symbiotic plant interactions. The application of proteomics, metaproteomics, and secretomics as enabling approaches for the functional analysis of plant-associated microbial communities is also discussed.
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Affiliation(s)
- Behnam Khatabi
- Department of Agriculture, Food and Resource Sciences, University of Maryland Eastern Shore, Princess Anne, MD, 21853, USA
| | - Javad Gharechahi
- Department of Systems Biology, Agricultural Biotechnology Research Institute of Iran (ABRII), Agricultural Research, Education, and Extension Organization (AREEO), Karaj, Iran
| | - Mohammad Reza Ghaffari
- Department of Systems Biology, Agricultural Biotechnology Research Institute of Iran (ABRII), Agricultural Research, Education, and Extension Organization (AREEO), Karaj, Iran
| | - Dilin Liu
- Rice Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, P. R. China.,Guangdong Provincial Key Laboratory of New Technology in Rice Breeding, Guangzhou, P. R. China
| | - Paul A Haynes
- Department of Molecular Sciences, Macquarie University, Sydney, NSW, 2109, Australia
| | - Matthew J McKay
- Department of Molecular Sciences, Macquarie University, Sydney, NSW, 2109, Australia.,Australian Proteome Analysis Facility, Macquarie University, Sydney, NSW, 2109, Australia
| | - Mehdi Mirzaei
- Department of Molecular Sciences, Macquarie University, Sydney, NSW, 2109, Australia.,Australian Proteome Analysis Facility, Macquarie University, Sydney, NSW, 2109, Australia
| | - Ghasem Hosseini Salekdeh
- Department of Systems Biology, Agricultural Biotechnology Research Institute of Iran (ABRII), Agricultural Research, Education, and Extension Organization (AREEO), Karaj, Iran.,Department of Molecular Sciences, Macquarie University, Sydney, NSW, 2109, Australia
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Zhang Z, Zhao Y, Feng X, Luo Z, Kong S, Zhang C, Gong A, Yuan H, Cheng L, Wang X. Genomic, molecular evolution, and expression analysis of NOX genes in soybean (Glycine max). Genomics 2019; 111:619-628. [PMID: 29621573 DOI: 10.1016/j.ygeno.2018.03.018] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Revised: 03/19/2018] [Accepted: 03/24/2018] [Indexed: 12/15/2022]
Abstract
Reactive oxygen species (ROS) are versatile signaling molecules in sensing stresses and play critical roles in signaling and development. Plasma membrane NADPH oxidases (NOXs) are key producers of ROS, and play important roles in the regulation of plant-pathogen interactions. Here, we performed a comprehensive analysis of the NOX gene family in the soybean genome (Glycine max) and 17 NOX (GmNOX) genes were identified. Structural analysis revealed that the GmNOX proteins in soybean were as conserved as those in other plants. 8 duplicated gene pairs were formed by a Glycine-specific whole-genome duplication (WGD) event approximately 13 million years ago (Mya). The Ka/Ks ratios of GmNOX genes ranged from 0.04 to 0.28, suggesting that the GmNOX family had undergone purifying selection in soybean. Gene expression patterns showed different expression of these duplicate genes, suggesting that the GmNOXs were retained by substantial subfunctionalization during the soybean evolutionary processes. Subsequently, the expression of GmNOXs in response to drought and phytohormones were characterized via qPCR. Importantly, four GmNOXs showed strong expression in nodules, pointing to their probable involvement in nodulation. Thus, our results shed light on the evolutionary history of this family in soybean and contribute to the functional characterization of GmNOX genes in soybean.
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Affiliation(s)
- Zaibao Zhang
- Institute for Conservation and Utilization of Agro-bioresources in Dabie Mountains, Xinyang, Henan, China; College of Life Science, Xinyang Normal University, Xinyang, Henan, China
| | - Yilin Zhao
- Institute for Conservation and Utilization of Agro-bioresources in Dabie Mountains, Xinyang, Henan, China; College of Life Science, Xinyang Normal University, Xinyang, Henan, China
| | - Xiaobing Feng
- College of Life Science, Xinyang Normal University, Xinyang, Henan, China
| | - Zhaoyi Luo
- College of Life Science, Xinyang Normal University, Xinyang, Henan, China
| | - Shuwei Kong
- College of Life Science, Xinyang Normal University, Xinyang, Henan, China
| | - Chi Zhang
- College of Life Science, Xinyang Normal University, Xinyang, Henan, China
| | - Andong Gong
- Institute for Conservation and Utilization of Agro-bioresources in Dabie Mountains, Xinyang, Henan, China; College of Life Science, Xinyang Normal University, Xinyang, Henan, China
| | - Hongyu Yuan
- Institute for Conservation and Utilization of Agro-bioresources in Dabie Mountains, Xinyang, Henan, China; College of Life Science, Xinyang Normal University, Xinyang, Henan, China
| | - Lin Cheng
- Institute for Conservation and Utilization of Agro-bioresources in Dabie Mountains, Xinyang, Henan, China; College of Life Science, Xinyang Normal University, Xinyang, Henan, China.
| | - Xiangnan Wang
- Institute for Conservation and Utilization of Agro-bioresources in Dabie Mountains, Xinyang, Henan, China; College of Life Science, Xinyang Normal University, Xinyang, Henan, China.
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Arthikala MK, Montiel J, Sánchez-López R, Nava N, Cárdenas L, Quinto C. Respiratory Burst Oxidase Homolog Gene A Is Crucial for Rhizobium Infection and Nodule Maturation and Function in Common Bean. FRONTIERS IN PLANT SCIENCE 2017; 8:2003. [PMID: 29218056 PMCID: PMC5703732 DOI: 10.3389/fpls.2017.02003] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Accepted: 11/09/2017] [Indexed: 05/23/2023]
Abstract
Reactive oxygen species (ROS) produced by respiratory burst oxidase homologs (RBOHs) regulate numerous plant cell processes, including the symbiosis between legumes and nitrogen-fixing bacteria. Rapid and transient ROS production was reported after Phaseolus vulgaris root hairs were treated with Nod factors, indicating the presence of a ROS-associated molecular signature in the symbiosis signaling pathway. Rboh is a multigene family containing nine members (RbohA-I) in P. vulgaris. RNA interference of RbohB suppresses ROS production and attenuates rhizobial infection thread (IT) progression in P. vulgaris root hairs. However, the roles of other Rboh members in symbiotic interactions are largely unknown. In this study, we characterized the role of the NADPH oxidase-encoding gene RbohA (Phvulv091020621) in the P. vulgaris-Rhizobium tropici symbiosis. The spatiotemporal activity of the RbohA promoter colocalized with growing ITs and was associated with vascular bundles in developing nodules. Subcellular localization studies indicated that RBOHA was localized in the plasma membrane of P. vulgaris root hairs. After rhizobial inoculation, PvRBOHA was mainly distributed in the infection pocket and, to a lesser extent, throughout the IT. In PvRbohA RNAi lines, the rhizobial infection events were significantly reduced and, in successful infections, IT progression was arrested within the root hair, but did not impede cortical cell division. PvRbohA-RNAi nodules failed to fix nitrogen, since the infected cells in the few nodules formed were empty. RbohA-dependent ROS production and upregulation of several antioxidant enzymes was attenuated in rhizobia-inoculated PvRbohA-RNAi roots. These combined results indicate that PvRbohA is crucial for effective Rhizobium infection and its release into the nodule cells. This oxidase is partially or indirectly required to promote nodule organogenesis, altering the expression of auxin- and cyclin-related genes and genes involved in cell growth and division.
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Affiliation(s)
- Manoj-Kumar Arthikala
- Ciencias Agrogenómicas, Escuela Nacional de Estudios Superiores Unidad León, Universidad Nacional Autónoma de México, León, Mexico
| | - Jesús Montiel
- Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria, Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid, Madrid, Spain
| | - Rosana Sánchez-López
- Departamento de Biología Molecular de Plantas, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca, Mexico
| | - Noreide Nava
- Departamento de Biología Molecular de Plantas, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca, Mexico
| | - Luis Cárdenas
- Departamento de Biología Molecular de Plantas, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca, Mexico
| | - Carmen Quinto
- Departamento de Biología Molecular de Plantas, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca, Mexico
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Qiao Z, Brechenmacher L, Smith B, Strout GW, Mangin W, Taylor C, Russell SD, Stacey G, Libault M. The GmFWL1 (FW2-2-like) nodulation gene encodes a plasma membrane microdomain-associated protein. PLANT, CELL & ENVIRONMENT 2017; 40:1442-1455. [PMID: 28241097 DOI: 10.1111/pce.12941] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Revised: 01/30/2017] [Accepted: 02/13/2017] [Indexed: 05/14/2023]
Abstract
The soybean gene GmFWL1 (FW2-2-like1) belongs to a plant-specific family that includes the tomato FW2-2 and the maize CNR1 genes, two regulators of plant development. In soybean, GmFWL1 is specifically expressed in root hair cells in response to rhizobia and in nodules. Silencing of GmFWL1 expression significantly reduced nodule numbers supporting its role during soybean nodulation. While the biological role of GmFWL1 has been described, its molecular function and, more generally, the molecular function of plant FW2-2-like proteins is unknown. In this study, we characterized the role of GmFWL1 as a membrane microdomain-associated protein. Specifically, using biochemical, molecular and cellular methods, our data show that GmFWL1 interacts with various proteins associated with membrane microdomains such as remorin, prohibitins and flotillins. Additionally, comparative genomics revealed that GmFWL1 interacts with GmFLOT2/4 (FLOTILLIN2/4), the soybean ortholog to Medicago truncatula FLOTILLIN4, a major regulator of the M. truncatula nodulation process. We also observed that, similarly to MtFLOT4 and GmFLOT2/4, GmFWL1 was localized at the tip of the soybean root hair cells in response to rhizobial inoculation supporting the early function of GmFWL1 in the rhizobium infection process.
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Affiliation(s)
- Zhenzhen Qiao
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, 73019, USA
| | - Laurent Brechenmacher
- Division of Biochemistry and Plant Sciences, C.S. Bond Life Sciences Center, University of Missouri-Columbia, Columbia, MO, 65211, USA
| | - Benjamin Smith
- Samuel Roberts Noble Microscopy Laboratory, University of Oklahoma, Norman, OK, 73019, USA
| | - Gregory W Strout
- Samuel Roberts Noble Microscopy Laboratory, University of Oklahoma, Norman, OK, 73019, USA
| | - William Mangin
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, 73019, USA
| | - Christopher Taylor
- Department of Plant Pathology, Ohio Agricultural Research and Development Center (OARDC), The Ohio State University, Wooster, OH, 44691, USA
| | - Scott D Russell
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, 73019, USA
- Samuel Roberts Noble Microscopy Laboratory, University of Oklahoma, Norman, OK, 73019, USA
| | - Gary Stacey
- Division of Biochemistry and Plant Sciences, C.S. Bond Life Sciences Center, University of Missouri-Columbia, Columbia, MO, 65211, USA
| | - Marc Libault
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, 73019, USA
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10
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Hossain MS, Kawakatsu T, Kim KD, Zhang N, Nguyen CT, Khan SM, Batek JM, Joshi T, Schmutz J, Grimwood J, Schmitz RJ, Xu D, Jackson SA, Ecker JR, Stacey G. Divergent cytosine DNA methylation patterns in single-cell, soybean root hairs. THE NEW PHYTOLOGIST 2017; 214:808-819. [PMID: 28106918 DOI: 10.1111/nph.14421] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2016] [Accepted: 12/01/2016] [Indexed: 05/23/2023]
Abstract
Chromatin modifications, such as cytosine methylation of DNA, play a significant role in mediating gene expression in plants, which affects growth, development, and cell differentiation. As root hairs are single-cell extensions of the root epidermis and the primary organs for water uptake and nutrients, we sought to use root hairs as a single-cell model system to measure the impact of environmental stress. We measured changes in cytosine DNA methylation in single-cell root hairs as compared with multicellular stripped roots, as well as in response to heat stress. Differentially methylated regions (DMRs) in each methylation context showed very distinct methylation patterns between cell types and in response to heat stress. Intriguingly, at normal temperature, root hairs were more hypermethylated than were stripped roots. However, in response to heat stress, both root hairs and stripped roots showed hypomethylation in each context, especially in the CHH context. Moreover, expression analysis of mRNA from similar tissues and treatments identified some associations between DMRs, genes and transposons. Taken together, the data indicate that changes in DNA methylation are directly or indirectly associated with expression of genes and transposons within the context of either specific tissues/cells or stress (heat).
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Affiliation(s)
- Md Shakhawat Hossain
- Divisions of Plant Science and Biochemistry, Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA
| | - Taiji Kawakatsu
- Genomic Analysis Laboratory, The Salk Institute for Biological Studies, 10010 North Torrey Pines Road, La Jolla, CA, 92037, USA
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, Tsukuba, Ibaraki, 30508602, Japan
| | - Kyung Do Kim
- Center for Applied Genetic Technologies, University of Georgia, 111 Riverbend Road, Athens, GA, 30602-6810, USA
| | - Ning Zhang
- Department of Computer Science, Informatics Institute and Christopher S. Bond Life Sciences Center, University of Missouri-Columbia, Columbia, MO, 65211, USA
| | - Cuong T Nguyen
- Divisions of Plant Science and Biochemistry, Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA
| | - Saad M Khan
- Department of Computer Science, Informatics Institute and Christopher S. Bond Life Sciences Center, University of Missouri-Columbia, Columbia, MO, 65211, USA
| | - Josef M Batek
- Divisions of Plant Science and Biochemistry, Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA
| | - Trupti Joshi
- Department of Computer Science, Informatics Institute and Christopher S. Bond Life Sciences Center, University of Missouri-Columbia, Columbia, MO, 65211, USA
- Department of Molecular Microbiology and Immunology and Office of Research, School of Medicine, University of Missouri, Columbia, MO, 65211, USA
| | - Jeremy Schmutz
- HudsonAlpha Genome Sequencing Center, 601 Genome Way, Huntsville, AL, 35806, USA
| | - Jane Grimwood
- HudsonAlpha Genome Sequencing Center, 601 Genome Way, Huntsville, AL, 35806, USA
| | - Robert J Schmitz
- Department of Genetics, The University of Georgia, 120 East Green Street, Athens, GA, 30602, USA
| | - Dong Xu
- Department of Computer Science, Informatics Institute and Christopher S. Bond Life Sciences Center, University of Missouri-Columbia, Columbia, MO, 65211, USA
| | - Scott A Jackson
- Center for Applied Genetic Technologies, University of Georgia, 111 Riverbend Road, Athens, GA, 30602-6810, USA
| | - Joseph R Ecker
- Genomic Analysis Laboratory, The Salk Institute for Biological Studies, 10010 North Torrey Pines Road, La Jolla, CA, 92037, USA
| | - Gary Stacey
- Divisions of Plant Science and Biochemistry, Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA
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11
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Larrainzar E, Wienkoop S. A Proteomic View on the Role of Legume Symbiotic Interactions. FRONTIERS IN PLANT SCIENCE 2017; 8:1267. [PMID: 28769967 PMCID: PMC5513976 DOI: 10.3389/fpls.2017.01267] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Accepted: 07/05/2017] [Indexed: 05/04/2023]
Abstract
Legume plants are key elements in sustainable agriculture and represent a significant source of plant-based protein for humans and animal feed worldwide. One specific feature of the family is the ability to establish nitrogen-fixing symbiosis with Rhizobium bacteria. Additionally, like most vascular flowering plants, legumes are able to form a mutualistic endosymbiosis with arbuscular mycorrhizal (AM) fungi. These beneficial associations can enhance the plant resistance to biotic and abiotic stresses. Understanding how symbiotic interactions influence and increase plant stress tolerance are relevant questions toward maintaining crop yield and food safety in the scope of climate change. Proteomics offers numerous tools for the identification of proteins involved in such responses, allowing the study of sub-cellular localization and turnover regulation, as well as the discovery of post-translational modifications (PTMs). The current work reviews the progress made during the last decades in the field of proteomics applied to the study of the legume-Rhizobium and -AM symbioses, and highlights their influence on the plant responses to pathogens and abiotic stresses. We further discuss future perspectives and new experimental approaches that are likely to have a significant impact on the field including peptidomics, mass spectrometric imaging, and quantitative proteomics.
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Affiliation(s)
- Estíbaliz Larrainzar
- Department of Environmental Sciences, Universidad Pública de NavarraPamplona, Spain
- *Correspondence: Estíbaliz Larrainzar
| | - Stefanie Wienkoop
- Department of Ecogenomics and Systems Biology, University of ViennaVienna, Austria
- Stefanie Wienkoop
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12
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Wang H, Lan P, Shen RF. Integration of transcriptomic and proteomic analysis towards understanding the systems biology of root hairs. Proteomics 2016; 16:877-93. [PMID: 26749523 DOI: 10.1002/pmic.201500265] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Revised: 12/28/2015] [Accepted: 01/05/2016] [Indexed: 11/11/2022]
Abstract
Plants and other multicellular organisms consist of many types of specialized cells. Systems-wide exploration of large-scale information from singe cell level is essential to understand how cell works. Root hairs, tubular-shaped outgrowths from root epidermal cells, play important roles in the acquisition of nutrients and water, in the interaction with microbe, and in plant anchorage, and represent an ideal model to study the biology of a single cell type. Single cell sampling combined with omics approaches has been applied to study plant root hairs. This review emphasizes the integration of omics approaches towards understanding the systems biology of root hairs, unraveling the common and plant species-specific properties of root hairs, as well as the concordance of protein and transcript abundance. Understanding plant root hair biology by mining the integrated omics data will provide a way to know how a single cell differentiates, elongates, and functions, which might help molecularly modify crops for developing sustainable agriculture practices.
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Affiliation(s)
- Han Wang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, P. R. China
| | - Ping Lan
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, P. R. China
| | - Ren Fang Shen
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, P. R. China
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13
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Iqbal MJ, Majeed M, Humayun M, Lightfoot DA, Afzal AJ. Proteomic Profiling and the Predicted Interactome of Host Proteins in Compatible and Incompatible Interactions Between Soybean and Fusarium virguliforme. Appl Biochem Biotechnol 2016; 180:1657-1674. [PMID: 27491306 DOI: 10.1007/s12010-016-2194-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Accepted: 07/13/2016] [Indexed: 12/27/2022]
Abstract
Sudden death syndrome (SDS) is a complex of two diseases of soybean (Glycine max), caused by the soil borne pathogenic fungus Fusarium virguliforme. The root rot and leaf scorch diseases both result in significant yield losses worldwide. Partial SDS resistance has been demonstrated in multiple soybean cultivars. This study aimed to highlight proteomic changes in soybean roots by identifying proteins which are differentially expressed in near isogenic lines (NILs) contrasting at the Rhg1/Rfs2 locus for partial resistance or susceptibility to SDS. Two-dimensional gel electrophoresis resolved approximately 1000 spots on each gel; 12 spots with a significant (P < 0.05) difference in abundance of 1.5-fold or more were picked, trypsin-digested, and analyzed using quadruple time-of-flight tandem mass spectrometry. Several spots contained more than one protein, so that 18 distinct proteins were identified overall. A functional analysis performed to categorize the proteins depicted that the major pathways altered by fungal infection include disease resistance, stress tolerance, and metabolism. This is the first report which identifies proteins whose abundances are altered in response to fungal infection leading to SDS. The results provide valuable information about SDS resistance in soybean plants, and plant partial resistance responses in general. More importantly, several of the identified proteins could be good candidates for the development of SDS-resistant soybean plants.
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Affiliation(s)
- M Javed Iqbal
- Department of Plant Sciences, University of California, Davis, California, 95616, USA
| | - Maryam Majeed
- Department of Biology, SBA School of Science and Engineering, Lahore University of Management Sciences, Lahore, 54792, Pakistan
- Department of Biological Sciences, Columbia University, New York, NY, 10027, USA
| | - Maheen Humayun
- Department of Biology, SBA School of Science and Engineering, Lahore University of Management Sciences, Lahore, 54792, Pakistan
| | - David A Lightfoot
- Department of Molecular Biology, Microbiology, and Biochemistry, Genomics Core Facility and Center for Excellence in Soybean Research, Teaching, and Outreach, and Department of Plant Biology, Southern Illinois University, Carbondale, Illinois, 62901, USA
| | - Ahmed J Afzal
- Department of Biology, SBA School of Science and Engineering, Lahore University of Management Sciences, Lahore, 54792, Pakistan.
- Department of Molecular Biology, Microbiology, and Biochemistry, Genomics Core Facility and Center for Excellence in Soybean Research, Teaching, and Outreach, and Department of Plant Biology, Southern Illinois University, Carbondale, Illinois, 62901, USA.
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14
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Wei F, Fanella B, Guo L, Wang X. Membrane glycerolipidome of soybean root hairs and its response to nitrogen and phosphate availability. Sci Rep 2016; 6:36172. [PMID: 27812010 PMCID: PMC5095881 DOI: 10.1038/srep36172] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2016] [Accepted: 10/07/2016] [Indexed: 11/10/2022] Open
Abstract
Root hairs are tubular extensions of specific root epidermal cells important in plant nutrition and water absorption. To determine membrane glycerolipids in root hairs and roots may differ, as well as their respective response to nutrient availability, this study analyzed the membrane glycerolipid species in soybean root hairs and in roots stripped of root hairs, and their response to nitrogen (N) and phosphate (Pi) supplementation. The ratio of phospholipids to galactolipids was 1.5 fold higher in root hairs than in stripped roots. Under Pi deficiency, the ratio of phospholipids to galactolipids in stripped roots decreased with the greatest decrease found in the level of phosphatidylethanolamine (PE) in root hairs and stripped roots, and root hairs had an increased level of phosphatidic acid (PA). When seedlings were not supplied with N, the level of the N-containing lipids PE and phosphatidylserine in root hairs decreased whereas the level of non-N-containing lipids galactolipids and PA increased compared to N-supplied conditions. In stripped roots, the level of major membrane lipids was not different between N-sufficient and -deficient conditions. The results indicate that the membrane glycerolipidomes in root hairs are more responsive to nutrient availability than are the rest of roots.
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Affiliation(s)
- Fang Wei
- Oil Crops Research Institute of Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops of Ministry of Agriculture, Wuhan, Hubei, 430062, China
| | - Brian Fanella
- Department of Biology, University of Missouri, St. Louis, MO 63121, USA
| | - Liang Guo
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Xuemin Wang
- Department of Biology, University of Missouri, St. Louis, MO 63121, USA
- Donald Danforth Plant Science Center, St. Louis, MO 63132, USA
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15
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Regulation of Small RNAs and Corresponding Targets in Nod Factor-Induced Phaseolus vulgaris Root Hair Cells. Int J Mol Sci 2016; 17:ijms17060887. [PMID: 27271618 PMCID: PMC4926421 DOI: 10.3390/ijms17060887] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Revised: 05/26/2016] [Accepted: 05/27/2016] [Indexed: 02/07/2023] Open
Abstract
A genome-wide analysis identified the set of small RNAs (sRNAs) from the agronomical important legume Phaseolus vulgaris (common bean), including novel P. vulgaris-specific microRNAs (miRNAs) potentially important for the regulation of the rhizobia-symbiotic process. Generally, novel miRNAs are difficult to identify and study because they are very lowly expressed in a tissue- or cell-specific manner. In this work, we aimed to analyze sRNAs from common bean root hairs (RH), a single-cell model, induced with pure Rhizobium etli nodulation factors (NF), a unique type of signal molecule. The sequence analysis of samples from NF-induced and control libraries led to the identity of 132 mature miRNAs, including 63 novel miRNAs and 1984 phasiRNAs. From these, six miRNAs were significantly differentially expressed during NF induction, including one novel miRNA: miR-RH82. A parallel degradome analysis of the same samples revealed 29 targets potentially cleaved by novel miRNAs specifically in NF-induced RH samples; however, these novel miRNAs were not differentially accumulated in this tissue. This study reveals Phaseolus vulgaris-specific novel miRNA candidates and their corresponding targets that meet all criteria to be involved in the regulation of the early nodulation events, thus setting the basis for exploring miRNA-mediated improvement of the common bean–rhizobia symbiosis.
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16
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Chaturvedi P, Ghatak A, Weckwerth W. Pollen proteomics: from stress physiology to developmental priming. PLANT REPRODUCTION 2016; 29:119-32. [PMID: 27271282 PMCID: PMC4909805 DOI: 10.1007/s00497-016-0283-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2015] [Accepted: 05/05/2016] [Indexed: 05/19/2023]
Abstract
Pollen development and stress. In angiosperms, pollen or pollen grain (male gametophyte) is a highly reduced two- or three-cell structure which plays a decisive role in plant reproduction. Male gametophyte development takes place in anther locules where diploid sporophytic cells undergo meiotic division followed by two consecutive mitotic processes. A desiccated and metabolically quiescent form of mature pollen is released from the anther which lands on the stigma. Pollen tube growth takes place followed by double fertilization. Apart from its importance in sexual reproduction, pollen is also an interesting model system which integrates fundamental cellular processes like cell division, differentiation, fate determination, polar establishment, cell to cell recognition and communication. Recently, pollen functionality has been studied by multidisciplinary approaches which also include OMICS analyses like transcriptomics, proteomics and metabolomics. Here, we review recent advances in proteomics of pollen development and propose the process of developmental priming playing a key role to guard highly sensitive developmental processes.
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Affiliation(s)
- Palak Chaturvedi
- Department of Ecogenomics and Systems Biology, Faculty of Sciences, University of Vienna, Althanstrasse 14, 1090, Vienna, Austria
| | - Arindam Ghatak
- Department of Ecogenomics and Systems Biology, Faculty of Sciences, University of Vienna, Althanstrasse 14, 1090, Vienna, Austria
- School of Biotechnology and Bioinformatics, D.Y. Patil University, Sector No-15, CBD, Belapur, Navi Mumbai, India
| | - Wolfram Weckwerth
- Department of Ecogenomics and Systems Biology, Faculty of Sciences, University of Vienna, Althanstrasse 14, 1090, Vienna, Austria.
- Vienna Metabolomics Center (VIME), University of Vienna, Vienna, Austria.
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17
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Salazar-Henao JE, Vélez-Bermúdez IC, Schmidt W. The regulation and plasticity of root hair patterning and morphogenesis. Development 2016; 143:1848-58. [DOI: 10.1242/dev.132845] [Citation(s) in RCA: 116] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Root hairs are highly specialized cells found in the epidermis of plant roots that play a key role in providing the plant with water and mineral nutrients. Root hairs have been used as a model system for understanding both cell fate determination and the morphogenetic plasticity of cell differentiation. Indeed, many studies have shown that the fate of root epidermal cells, which differentiate into either root hair or non-hair cells, is determined by a complex interplay of intrinsic and extrinsic cues that results in a predictable but highly plastic pattern of epidermal cells that can vary in shape, size and function. Here, we review these studies and discuss recent evidence suggesting that environmental information can be integrated at multiple points in the root hair morphogenetic pathway and affects multifaceted processes at the chromatin, transcriptional and post-transcriptional levels.
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Affiliation(s)
| | | | - Wolfgang Schmidt
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei 11529, Taiwan
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18
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Decipher the Molecular Response of Plant Single Cell Types to Environmental Stresses. BIOMED RESEARCH INTERNATIONAL 2016; 2016:4182071. [PMID: 27088086 PMCID: PMC4818802 DOI: 10.1155/2016/4182071] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/27/2015] [Revised: 02/18/2016] [Accepted: 02/28/2016] [Indexed: 11/17/2022]
Abstract
The analysis of the molecular response of entire plants or organs to environmental stresses suffers from the cellular complexity of the samples used. Specifically, this cellular complexity masks cell-specific responses to environmental stresses and logically leads to the dilution of the molecular changes occurring in each cell type composing the tissue/organ/plant in response to the stress. Therefore, to generate a more accurate picture of these responses, scientists are focusing on plant single cell type approaches. Several cell types are now considered as models such as the pollen, the trichomes, the cotton fiber, various root cell types including the root hair cell, and the guard cell of stomata. Among them, several have been used to characterize plant response to abiotic and biotic stresses. In this review, we are describing the various -omic studies performed on these different plant single cell type models to better understand plant cell response to biotic and abiotic stresses.
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19
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Dastmalchi M, Bernards MA, Dhaubhadel S. Twin anchors of the soybean isoflavonoid metabolon: evidence for tethering of the complex to the endoplasmic reticulum by IFS and C4H. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2016; 85:689-706. [PMID: 26856401 DOI: 10.1111/tpj.13137] [Citation(s) in RCA: 78] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Revised: 01/26/2016] [Accepted: 02/01/2016] [Indexed: 05/02/2023]
Abstract
Isoflavonoids are specialized plant metabolites, almost exclusive to legumes, and their biosynthesis forms a branch of the diverse phenylpropanoid pathway. Plant metabolism may be coordinated at many levels, including formation of protein complexes, or 'metabolons', which represent the molecular level of organization. Here, we have confirmed the existence of the long-postulated isoflavonoid metabolon by identifying elements of the complex, their subcellular localizations and their interactions. Isoflavone synthase (IFS) and cinnamate 4-hydroxylase (C4H) have been shown to be tandem P450 enzymes that are anchored in the ER, interacting with soluble enzymes of the phenylpropanoid and isoflavonoid pathways (chalcone synthase, chalcone reductase and chalcone isomerase). The soluble enzymes of these pathways, whether localized to the cytoplasm or nucleus, are tethered to the ER through interaction with these P450s. The complex is also held together by interactions between the soluble elements. We provide evidence for IFS interaction with upstream and non-consecutive enzymes. The existence of such a protein complex suggests a possible mechanism for flux of metabolites into the isoflavonoid pathway. Further, through interaction studies, we identified several candidates that are associated with GmIFS2, an isoform of IFS, in soybean hairy roots. This list provides additional candidates for various biosynthetic and structural elements that are involved in isoflavonoid production. Our interaction studies provide valuable information about isoform specificity among isoflavonoid enzymes, which may guide future engineering of the pathway in legumes or help overcome bottlenecks in heterologous expression.
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Affiliation(s)
- Mehran Dastmalchi
- Department of Biology, University of Western Ontario, London, Ontario, Canada
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, Ontario, Canada
| | - Mark A Bernards
- Department of Biology, University of Western Ontario, London, Ontario, Canada
| | - Sangeeta Dhaubhadel
- Department of Biology, University of Western Ontario, London, Ontario, Canada
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, Ontario, Canada
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20
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Alvarez S, Naldrett MJ. Plant Structure and Specificity - Challenges and Sample Preparation Considerations for Proteomics. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2016; 919:63-81. [PMID: 27975213 DOI: 10.1007/978-3-319-41448-5_4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Plants are considered as a simple structured organism when compared to humans and other vertebrates. The number of organs and tissue types is very limited. Instead the origin of the complexity comes from the high number and variety of plant species that exist, with >300,000 compared to 5000 in mammals. Proteomics, defined as the large-scale study of the proteins present in a tissue, cell or cellular compartment at a defined time point, was introduced in 1994. However, the first publications reported in the plant proteomics field only appeared at the beginning of the twenty-first century. Since these early years, the increase of proteomic studies in plants has only followed a linear trend. The main reason for this stems from the challenges specific to studying plants, those of protein extraction from cells with variously strengthened cellulosic cell walls, and a high abundance of interfering compounds, such as phenolic compounds and pigments located in plastids throughout the plant. Indeed, the heterogeneity between different organs and tissue types, between species and different developmental stages, requires the use of optimized plant protein extraction methods as described in this section. The second bottleneck of plant proteomics, which will not be discussed or reviewed here, is the lack of genomic information. Without sequence databases of the >300,000 species, proteomic studies of plants, especially of those that are not considered economically relevant, are impossible to accomplish.
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Affiliation(s)
- Sophie Alvarez
- Center for Biotechnology, University of Nebraska-Lincoln, Beadle Center, 1901 Vine St, Lincoln, NE, 68588, USA.
| | - Michael J Naldrett
- Center for Biotechnology, University of Nebraska-Lincoln, Beadle Center, 1901 Vine St, Lincoln, NE, 68588, USA
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21
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Rathi D, Gayen D, Gayali S, Chakraborty S, Chakraborty N. Legume proteomics: Progress, prospects, and challenges. Proteomics 2015; 16:310-27. [DOI: 10.1002/pmic.201500257] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Revised: 09/19/2015] [Accepted: 11/05/2015] [Indexed: 11/10/2022]
Affiliation(s)
- Divya Rathi
- National Institute of Plant Genome Research; Aruna Asaf Ali Marg New Delhi India
| | - Dipak Gayen
- National Institute of Plant Genome Research; Aruna Asaf Ali Marg New Delhi India
| | - Saurabh Gayali
- National Institute of Plant Genome Research; Aruna Asaf Ali Marg New Delhi India
| | - Subhra Chakraborty
- National Institute of Plant Genome Research; Aruna Asaf Ali Marg New Delhi India
| | - Niranjan Chakraborty
- National Institute of Plant Genome Research; Aruna Asaf Ali Marg New Delhi India
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22
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Muszyński A, O'Neill MA, Ramasamy E, Pattathil S, Avci U, Peña MJ, Libault M, Hossain MS, Brechenmacher L, York WS, Barbosa RM, Hahn MG, Stacey G, Carlson RW. Xyloglucan, galactomannan, glucuronoxylan, and rhamnogalacturonan I do not have identical structures in soybean root and root hair cell walls. PLANTA 2015; 242:1123-38. [PMID: 26067758 DOI: 10.1007/s00425-015-2344-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2015] [Accepted: 05/22/2015] [Indexed: 05/14/2023]
Abstract
MAIN CONCLUSION Chemical analyses and glycome profiling demonstrate differences in the structures of the xyloglucan, galactomannan, glucuronoxylan, and rhamnogalacturonan I isolated from soybean ( Glycine max ) roots and root hair cell walls. The root hair is a plant cell that extends only at its tip. All other root cells have the ability to grow in different directions (diffuse growth). Although both growth modes require controlled expansion of the cell wall, the types and structures of polysaccharides in the walls of diffuse and tip-growing cells from the same plant have not been determined. Soybean (Glycine max) is one of the few plants whose root hairs can be isolated in amounts sufficient for cell wall chemical characterization. Here, we describe the structural features of rhamnogalacturonan I, rhamnogalacturonan II, xyloglucan, glucomannan, and 4-O-methyl glucuronoxylan present in the cell walls of soybean root hairs and roots stripped of root hairs. Irrespective of cell type, rhamnogalacturonan II exists as a dimer that is cross-linked by a borate ester. Root hair rhamnogalacturonan I contains more neutral oligosaccharide side chains than its root counterpart. At least 90% of the glucuronic acid is 4-O-methylated in root glucuronoxylan. Only 50% of this glycose is 4-O-methylated in the root hair counterpart. Mono O-acetylated fucose-containing subunits account for at least 60% of the neutral xyloglucan from root and root hair walls. By contrast, a galacturonic acid-containing xyloglucan was detected only in root hair cell walls. Soybean homologs of the Arabidopsis xyloglucan-specific galacturonosyltransferase are highly expressed only in root hairs. A mannose-rich polysaccharide was also detected only in root hair cell walls. Our data demonstrate that the walls of tip-growing root hairs cells have structural features that distinguish them from the walls of other roots cells.
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Affiliation(s)
- Artur Muszyński
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, 30602, USA
| | - Malcolm A O'Neill
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, 30602, USA.
| | - Easwaran Ramasamy
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, 30602, USA
| | - Sivakumar Pattathil
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, 30602, USA
| | - Utku Avci
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, 30602, USA
| | - Maria J Peña
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, 30602, USA
| | - Marc Libault
- Divisions of Plant Science and Biochemistry, National Center for Soybean Biotechnology, University of Missouri, Columbia, MO, 65211, USA
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, 73019, USA
| | - Md Shakhawat Hossain
- Divisions of Plant Science and Biochemistry, National Center for Soybean Biotechnology, University of Missouri, Columbia, MO, 65211, USA
| | - Laurent Brechenmacher
- Divisions of Plant Science and Biochemistry, National Center for Soybean Biotechnology, University of Missouri, Columbia, MO, 65211, USA
- Southern Alberta Mass Spectrometry Center, University of Calgary, Alberta, T2N 4N1, Canada
| | - William S York
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, 30602, USA
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, 30602, USA
| | - Rommel M Barbosa
- Instituto de Informática, Universidade Federal de Goiás, Goiânia, 74001-970, Brazil
| | - Michael G Hahn
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, 30602, USA
- Department of Plant Biology, University of Georgia, Athens, GA, 30602, USA
| | - Gary Stacey
- Divisions of Plant Science and Biochemistry, National Center for Soybean Biotechnology, University of Missouri, Columbia, MO, 65211, USA
| | - Russell W Carlson
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, 30602, USA
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23
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Chetouhi C, Panek J, Bonhomme L, ElAlaoui H, Texier C, Langin T, de Bekker C, Urbach S, Demettre E, Missé D, Holzmuller P, Hughes DP, Zanzoni A, Brun C, Biron DG. Cross-talk in host–parasite associations: What do past and recent proteomics approaches tell us? INFECTION GENETICS AND EVOLUTION 2015; 33:84-94. [DOI: 10.1016/j.meegid.2015.04.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2014] [Revised: 04/15/2015] [Accepted: 04/16/2015] [Indexed: 11/29/2022]
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24
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Hossain MS, Joshi T, Stacey G. System approaches to study root hairs as a single cell plant model: current status and future perspectives. FRONTIERS IN PLANT SCIENCE 2015; 6:363. [PMID: 26042143 PMCID: PMC4436566 DOI: 10.3389/fpls.2015.00363] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2015] [Accepted: 05/06/2015] [Indexed: 05/29/2023]
Abstract
Our current understanding of plant functional genomics derives primarily from measurements of gene, protein and/or metabolite levels averaged over the whole plant or multicellular tissues. These approaches risk diluting the response of specific cells that might respond strongly to the treatment but whose signal is diluted by the larger proportion of non-responding cells. For example, if a gene is expressed at a low level, does this mean that it is indeed lowly expressed or is it highly expressed, but only in a few cells? In order to avoid these issues, we adopted the soybean root hair cell, derived from a single, differentiated root epidermal cell, as a single-cell model for functional genomics. Root hair cells are intrinsically interesting since they are major conduits for root water and nutrient uptake and are also the preferred site of infection by nitrogen-fixing rhizobium bacteria. Although a variety of other approaches have been used to study single plant cells or single cell types, the root hair system is perhaps unique in allowing application of the full repertoire of functional genomic and biochemical approaches. In this mini review, we summarize our published work and place this within the broader context of root biology, with a significant focus on understanding the initial events in the soybean-rhizobium interaction.
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Affiliation(s)
- Md Shakhawat Hossain
- Division of Plant Sciences and Biochemistry, National Center for Soybean Biotechnology, Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO, USA
| | - Trupti Joshi
- Department of Computer Science, Informatics Institute and Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO, USA
| | - Gary Stacey
- Division of Plant Sciences and Biochemistry, National Center for Soybean Biotechnology, Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO, USA
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25
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Dastmalchi M, Dhaubhadel S. Proteomic insights into synthesis of isoflavonoids in soybean seeds. Proteomics 2015; 15:1646-57. [PMID: 25757747 DOI: 10.1002/pmic.201400444] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2014] [Revised: 11/25/2014] [Accepted: 12/30/2014] [Indexed: 12/13/2022]
Abstract
Soybean seeds are the major human dietary source of isoflavonoids, a class of plant natural products almost entirely exclusive to legumes. Isoflavonoids reduce the risk of a number of chronic human illnesses. Biosynthesis and accumulation of this class of compounds is a multigenic and complex trait, with a great deal of variability among soybean cultivars and with respect to the environment. There is a wealth of genomic, transcriptomic, and metabolomics data regarding isoflavonoid biosynthesis, but the connection between multigene families and their cognate proteins is a missing link that could provide us with a great deal of functional information. The changing proteome of the developing seed can shed light on the correlative increase in isoflavonoids, while the maternal seed coat proteome can provide the link with inherited metabolic and signaling machinery. In this effort, 'seed-filling' proteomics has revealed key secondary metabolite enzymes that quantitatively vary throughout seed development. Seed coat proteomics has revealed the existence of metabolic apparatus specific to isoflavonoid biosynthesis (isoflavonoid reductase) that could potentially influence the chemical content of this organ. The future of proteomic analysis of isoflavonoid biosynthesis should be centered on the development of quantitative, tissue-specific proteomes that emphasize low-abundance metabolic proteins to extract the whole suite of factors involved.
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Affiliation(s)
- Mehran Dastmalchi
- Department of Biology, University of Western Ontario, London, Canada
- Southern Crop Protection and Food Research Center, Agriculture and Agri-Food Canada, London, Canada
| | - Sangeeta Dhaubhadel
- Department of Biology, University of Western Ontario, London, Canada
- Southern Crop Protection and Food Research Center, Agriculture and Agri-Food Canada, London, Canada
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Bonhomme M, Boitard S, San Clemente H, Dumas B, Young N, Jacquet C. Genomic Signature of Selective Sweeps Illuminates Adaptation of Medicago truncatula to Root-Associated Microorganisms. Mol Biol Evol 2015; 32:2097-110. [PMID: 25901015 DOI: 10.1093/molbev/msv092] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Medicago truncatula is a model legume species used to investigate plant-microorganism interactions, notably root symbioses. Massive population genomic and transcriptomic data now available for this species open the way for a comprehensive investigation of genomic variations associated with adaptation of M. truncatula to its environment. Here we performed a fine-scale genome scan of selective sweep signatures in M. truncatula using more than 15 million single nucleotide polymorphisms identified on 283 accessions from two populations (Circum and Far West), and exploited annotation and published transcriptomic data to identify biological processes associated with molecular adaptation. We identified 58 swept genomic regions with a 15 kb average length and comprising 3.3 gene models on average. The unimodal sweep state probability distribution in these regions enabled us to focus on the best single candidate gene per region. We detected two unambiguous species-wide selective sweeps, one of which appears to underlie morphological adaptation. Population genomic analyses of the remaining 56 sweep signatures indicate that sweeps identified in the Far West population are less population-specific and probably more ancient than those identified in the Circum population. Functional annotation revealed a predominance of immunity-related adaptations in the Circum population. Transcriptomic data from accessions of the Far West population allowed inference of four clusters of coregulated genes putatively involved in the adaptive control of symbiotic carbon flow and nodule senescence, as well as in other root adaptations upon infection with soil microorganisms. We demonstrate that molecular adaptations in M. truncatula were primarily triggered by selective pressures from root-associated microorganisms.
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Affiliation(s)
- Maxime Bonhomme
- Laboratoire de Recherche en Sciences Végétales, UPS, Université de Toulouse, Auzeville, Castanet-Tolosan, France Laboratoire de Recherche en Sciences Végétales, CNRS, Auzeville, Castanet-Tolosan, France
| | - Simon Boitard
- Génétique Animale et Biologie Intégrative, Institut National de la Recherche Agronomique & AgroParisTech, Jouy-en-Josas, France Institut de Systématique, Evolution, Biodiversité (ISYEB), Muséum National d'Histoire Naturelle & Ecole Pratique des Hautes Etudes & CNRS & Université Pierre et Marie Curie, Paris, France
| | - Hélène San Clemente
- Laboratoire de Recherche en Sciences Végétales, UPS, Université de Toulouse, Auzeville, Castanet-Tolosan, France Laboratoire de Recherche en Sciences Végétales, CNRS, Auzeville, Castanet-Tolosan, France
| | - Bernard Dumas
- Laboratoire de Recherche en Sciences Végétales, UPS, Université de Toulouse, Auzeville, Castanet-Tolosan, France Laboratoire de Recherche en Sciences Végétales, CNRS, Auzeville, Castanet-Tolosan, France
| | - Nevin Young
- Department of Plant Biology, University of Minnesota Department of Plant Pathology, University of Minnesota
| | - Christophe Jacquet
- Laboratoire de Recherche en Sciences Végétales, UPS, Université de Toulouse, Auzeville, Castanet-Tolosan, France Laboratoire de Recherche en Sciences Végétales, CNRS, Auzeville, Castanet-Tolosan, France
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Abstract
The protein content of plant cells is constantly being updated. This process is driven by the opposing actions of protein degradation, which defines the half-life of each polypeptide, and protein synthesis. Our understanding of the processes that regulate protein synthesis and degradation in plants has advanced significantly over the past decade. Post-transcriptional modifications that influence features of the mRNA populations, such as poly(A) tail length and secondary structure, contribute to the regulation of protein synthesis. Post-translational modifications such as phosphorylation, ubiquitination and non-enzymatic processes such as nitrosylation and carbonylation, govern the rate of degradation. Regulators such as the plant TOR kinase, and effectors such as the E3 ligases, allow plants to balance protein synthesis and degradation under developmental and environmental change. Establishing an integrated understanding of the processes that underpin changes in protein abundance under various physiological and developmental scenarios will accelerate our ability to model and rationally engineer plants.
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Affiliation(s)
- Clark J Nelson
- ARC Centre of Excellence in Plant Energy Biology, The University of Western Australia, 35 Stirling Hwy, Crawley 6009, Perth, Western Australia, Australia
| | - A Harvey Millar
- ARC Centre of Excellence in Plant Energy Biology, The University of Western Australia, 35 Stirling Hwy, Crawley 6009, Perth, Western Australia, Australia
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Fang X, Chen J, Dai L, Ma H, Zhang H, Yang J, Wang F, Yan C. Proteomic dissection of plant responses to various pathogens. Proteomics 2015; 15:1525-43. [DOI: 10.1002/pmic.201400384] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2014] [Revised: 11/28/2014] [Accepted: 01/12/2015] [Indexed: 01/15/2023]
Affiliation(s)
- Xianping Fang
- Hunan Provincial Key Laboratory of Crop Germplasm Innovation and Utilization and Hunan Provincial Key Laboratory of Biology and Control of Plant Diseases and Insect Pests; Hunan Agricultural University; Changsha Hunan P. R. China
- State Key Laboratory Breeding Base for Zhejiang Sustainable Pest and Disease Control; Institute of Virology and Biotechnology; Zhejiang Academy of Agricultural Sciences; Hangzhou P. R. China
- Institute of Biology; Hangzhou Academy of Agricultural Sciences; Hangzhou P. R. China
| | - Jianping Chen
- Hunan Provincial Key Laboratory of Crop Germplasm Innovation and Utilization and Hunan Provincial Key Laboratory of Biology and Control of Plant Diseases and Insect Pests; Hunan Agricultural University; Changsha Hunan P. R. China
- State Key Laboratory Breeding Base for Zhejiang Sustainable Pest and Disease Control; Institute of Virology and Biotechnology; Zhejiang Academy of Agricultural Sciences; Hangzhou P. R. China
| | - Liangying Dai
- Hunan Provincial Key Laboratory of Crop Germplasm Innovation and Utilization and Hunan Provincial Key Laboratory of Biology and Control of Plant Diseases and Insect Pests; Hunan Agricultural University; Changsha Hunan P. R. China
| | - Huasheng Ma
- Institute of Biology; Hangzhou Academy of Agricultural Sciences; Hangzhou P. R. China
| | - Hengmu Zhang
- State Key Laboratory Breeding Base for Zhejiang Sustainable Pest and Disease Control; Institute of Virology and Biotechnology; Zhejiang Academy of Agricultural Sciences; Hangzhou P. R. China
| | - Jian Yang
- State Key Laboratory Breeding Base for Zhejiang Sustainable Pest and Disease Control; Institute of Virology and Biotechnology; Zhejiang Academy of Agricultural Sciences; Hangzhou P. R. China
| | - Fang Wang
- Laboratory of Biotechnology; Institute of Biotechnology; Ningbo Academy of Agricultural Sciences; Ningbo P. R. China
| | - Chengqi Yan
- State Key Laboratory Breeding Base for Zhejiang Sustainable Pest and Disease Control; Institute of Virology and Biotechnology; Zhejiang Academy of Agricultural Sciences; Hangzhou P. R. China
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Robert G, Muñoz N, Melchiorre M, Sánchez F, Lascano R. Expression of animal anti-apoptotic gene Ced-9 enhances tolerance during Glycine max L.-Bradyrhizobium japonicum interaction under saline stress but reduces nodule formation. PLoS One 2014; 9:e101747. [PMID: 25050789 PMCID: PMC4106779 DOI: 10.1371/journal.pone.0101747] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2014] [Accepted: 06/10/2014] [Indexed: 12/30/2022] Open
Abstract
The mechanisms by which the expression of animal cell death suppressors in economically important plants conferred enhanced stress tolerance are not fully understood. In the present work, the effect of expression of animal antiapoptotic gene Ced-9 in soybean hairy roots was evaluated under root hairs and hairy roots death-inducing stress conditions given by i) Bradyrhizobium japonicum inoculation in presence of 50 mM NaCl, and ii) severe salt stress (150 mM NaCl), for 30 min and 3 h, respectively. We have determined that root hairs death induced by inoculation in presence of 50 mM NaCl showed characteristics of ordered process, with increased ROS generation, MDA and ATP levels, whereas the cell death induced by 150 mM NaCl treatment showed non-ordered or necrotic-like characteristics. The expression of Ced-9 inhibited or at least delayed root hairs death under these treatments. Hairy roots expressing Ced-9 had better homeostasis maintenance, preventing potassium release; increasing the ATP levels and controlling the oxidative damage avoiding the increase of reactive oxygen species production. Even when our results demonstrate a positive effect of animal cell death suppressors in plant cell ionic and redox homeostasis under cell death-inducing conditions, its expression, contrary to expectations, drastically inhibited nodule formation even under control conditions.
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Affiliation(s)
- Germán Robert
- Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias-INTA, Córdoba, Argentina
- Cátedra de Fisiología Vegetal, Facultad de Ciencias Exactas Físicas y Naturales, Universidad Nacional de Córdoba, Córdoba, Argentina
| | - Nacira Muñoz
- Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias-INTA, Córdoba, Argentina
- Cátedra de Fisiología Vegetal, Facultad de Ciencias Exactas Físicas y Naturales, Universidad Nacional de Córdoba, Córdoba, Argentina
| | - Mariana Melchiorre
- Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias-INTA, Córdoba, Argentina
| | - Federico Sánchez
- Departamento de Biología Molecular de Plantas, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca, Morelos, México
| | - Ramiro Lascano
- Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias-INTA, Córdoba, Argentina
- Cátedra de Fisiología Vegetal, Facultad de Ciencias Exactas Físicas y Naturales, Universidad Nacional de Córdoba, Córdoba, Argentina
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Kanu SA, Barnabas AD, Przybylowicz WJ, Mesjasz-Przybylowicz J, Dakora FD. Elemental distribution in tissue components of N2-fixing nodules of Psoralea pinnata plants growing naturally in wetland and upland conditions in the Cape Fynbos of South Africa. PROTOPLASMA 2014; 251:869-879. [PMID: 24366571 PMCID: PMC4059957 DOI: 10.1007/s00709-013-0589-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/10/2013] [Accepted: 11/19/2013] [Indexed: 06/03/2023]
Abstract
There is little information on in situ distribution of nutrient elements in N2-fixing nodules. The aim of this study was to quantify elemental distribution in tissue components of N2-fixing nodules harvested from Psoralea pinnata plants grown naturally in wetland and upland conditions in the Cape Fynbos. The data obtained from particle-induced X-ray emission revealed the occurrence of 20 elements (Si, P, S, Cl, K, Ca, Ti, Mn, Fe, Ni, Cu, Zn, As, Br, Rb, Sr, Y, Zr, Mo and Ba) in nodule components. Although, in upland plants, the concentrations of S, Fe, Si, Mn and Cu showed a steady increase from the middle cortex to the medulla region of P. pinnata nodules, in wetland plants, only S, Fe and Mn showed an increase in concentration from the middle cortex to the bacteria-infected medulla of P. pinnata nodules. By contrast, the concentrations of Cl, K, Ca, Zn and Sr decreased from middle cortex to nodule medulla. The alkaline earth, alkali and transition elements Rb, Sr, Y and Zr, never before reported in N2-fixing nodules, were found to occur in root nodules of P. pinnata plants grown in both wetland and upland conditions.
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Affiliation(s)
- Sheku A. Kanu
- Department of Crop Sciences, Tshwane University of Technology, Private Bag X680, Pretoria, 0001 South Africa
| | - Alban D. Barnabas
- Materials Research Department, iThemba LABS, PO Box 722, Somerset West, 7129 South Africa
| | | | | | - Felix D. Dakora
- Chemistry Department, Tshwane University of Technology, Private Bag X680, Pretoria, 0001 South Africa
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Wang J, Tóth K, Tanaka K, Nguyen CT, Yan Z, Brechenmacher L, Dahmen J, Chen M, Thelen JJ, Qiu L, Stacey G. A soybean acyl carrier protein, GmACP, is important for root nodule symbiosis. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2014; 27:415-23. [PMID: 24400939 DOI: 10.1094/mpmi-09-13-0269-r] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Legumes (members of family Fabaceae) establish a symbiotic relationship with nitrogen-fixing soil bacteria (rhizobia) to overcome nitrogen source limitation. Single root hair epidermal cells serve as the entry point for bacteria to infect the host root, leading to development of a new organ, the nodule, which the bacteria colonize. In the present study, the putative role of a soybean acyl carrier protein (ACP), GmACP (Glyma18g47950), was examined in nodulation. ACP represent an essential cofactor protein in fatty acid biosynthesis. Phylogenetic analysis of plant ACP protein sequences showed that GmACP was classified in a legume-specific clade. Quantitative reverse-transcription polymerase chain reaction analysis demonstrated that GmACP was expressed in all soybean tissues but showed higher transcript accumulation in nodule tissue. RNA interference-mediated gene silencing of GmACP resulted in a significant reduction in nodule numbers on soybean transgenic roots. Fluorescent protein-labeled GmACP was localized to plastids in planta, the site of de novo fatty acid biosynthesis in plants. Analysis of the fatty acid content of root tissue silenced for GmACP expression, as determined by gas chromatography-mass spectrometry, showed an approximately 22% reduction, specifically in palmitic and stearic acid. Taken together, our data provide evidence that GmACP plays an important role in nodulation.
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32
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Natthiya B, Mathukorn S, Chanon S, Kanjana T. The cellular components of cucumber seedlings after primed with plant growth promoting rhizobacteria, Bacillus subtilis Bs008. ACTA ACUST UNITED AC 2014. [DOI: 10.5897/ajmr12.1856] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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33
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Removing PCR for the elimination of undesired DNA fragments cycle by cycle. Sci Rep 2014; 3:2303. [PMID: 23892515 PMCID: PMC3725479 DOI: 10.1038/srep02303] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2013] [Accepted: 07/11/2013] [Indexed: 01/21/2023] Open
Abstract
A novel removing polymerase chain reaction (R-PCR) technique was developed, which can eliminate undesired genes, cycle by cycle, with efficiencies of 60.9% (cDNAs), 73.6% (genomic DNAs), and ~ 100% (four DNA fragments were tested). Major components of the R-PCR include drivers, a thermostable restriction enzyme - ApeKI, and a poly(dA) adapter with mismatched restriction enzyme recognition sites. Drivers were generated from the undesired genes. In each cycle of R-PCR, drivers anneal to complementary sequences and allow extension by Taq DNA polymerase. Thus, ApeKI restriction sites in the undesired genes are recovered, and adapters of these undesired DNA fragments are removed. Using R-PCR, we isolated maize upregulated defense-responsive genes and Blumeria graminis specialized genes, including key pathogenesis-related effectors. Our results show that after the R-PCR reaction, most undesired genes, including very abundant genes, became undetectable. The R-PCR is an easy and cost-efficient method to eliminate undesired genes and clone desired genes.
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Abstract
Soybean, the world's most widely grown seed legume, is an important global source of vegetable oil and protein. Though, complete draft genome sequence of soybean is now available, but functional genomics studies remain in their infancy, as this agricultural legume species exhibits genetic constrains like genome duplications and self-incompatibilities. The techniques of proteomics provide much powerful tool for functional analysis of soybean. In the present review, an attempt has been made to summarize all significant contributions in the field of soybean proteomics. Special emphasis is given to subcellular proteomics in response to abiotic stresses for better understanding molecular basis of acquisition of stress tolerance mechanism. Detailed protocols of protein extraction, solubilization, fractionation of subcellular organelle, and proteins identification are explained for soybean proteomics. All this information would not only enrich us in understanding the plants response to environmental stressors but would also enable us to design genetically engineered stress tolerant soybean.
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Affiliation(s)
- Zahed Hossain
- Department of Botany, West Bengal State University, Kolkata, West Bengal, India
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35
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Quantitative imaging approaches for small-molecule measurements using FRET sensors in plants. Methods Mol Biol 2014; 1083:55-64. [PMID: 24218210 DOI: 10.1007/978-1-62703-661-0_5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Cellular metabolites and ions can exhibit very specific spatiotemporal dynamics that are very challenging to monitor using extraction-based methods. Genetically encoded Föster resonance energy transfer sensors afford a powerful method of measuring these dynamics in situ and hence are now widely used in order to decode information communicated through the dynamics of cellular metabolites and ions. This methodology involves (1) the development of a suitable sensor, (2) genetic engineering of the sensor for its expression in the tissue of interest, and (3) measurement and characterization of the cellular metabolites and ions using optical imaging. This chapter describes the measurement aspects. We describe the imaging setup, sample preparation from leaf discs and root cells, performance of a perfusion experiment, and quantification of metabolite and ion concentrations from the imaging data. We also describe post-experiment analysis including estimation of sensor efficiency and spectral bleedthrough.
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37
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Ischebeck T, Valledor L, Lyon D, Gingl S, Nagler M, Meijón M, Egelhofer V, Weckwerth W. Comprehensive cell-specific protein analysis in early and late pollen development from diploid microsporocytes to pollen tube growth. Mol Cell Proteomics 2014; 13:295-310. [PMID: 24078888 PMCID: PMC3879621 DOI: 10.1074/mcp.m113.028100] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2013] [Revised: 09/24/2013] [Indexed: 01/10/2023] Open
Abstract
Pollen development in angiosperms is one of the most important processes controlling plant reproduction and thus productivity. At the same time, pollen development is highly sensitive to environmental fluctuations, including temperature, drought, and nutrition. Therefore, pollen biology is a major focus in applied studies and breeding approaches for improving plant productivity in a globally changing climate. The most accessible developmental stages of pollen are the mature pollen and the pollen tubes, and these are thus most frequently analyzed. To reveal a complete quantitative proteome map, we additionally addressed the very early stages, analyzing eight stages of tobacco pollen development: diploid microsporocytes, meiosis, tetrads, microspores, polarized microspores, bipolar pollen, desiccated pollen, and pollen tubes. A protocol for the isolation of the early stages was established. Proteins were extracted and analyzed by means of a new gel LC-MS fractionation protocol. In total, 3817 protein groups were identified. Quantitative analysis was performed based on peptide count. Exceedingly stage-specific differential protein regulation was observed during the conversion from the sporophytic to the gametophytic proteome. A map of highly specialized functionality for the different stages could be revealed from the metabolic activity and pronounced differentiation of proteasomal and ribosomal protein complex composition up to protective mechanisms such as high levels of heat shock proteins in the very early stages of development.
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Affiliation(s)
- Till Ischebeck
- From the ‡Department of Molecular Systems Biology, Faculty of Life Sciences, University of Vienna, Althanstrasse 14, A-1090, Vienna, Austria
| | - Luis Valledor
- From the ‡Department of Molecular Systems Biology, Faculty of Life Sciences, University of Vienna, Althanstrasse 14, A-1090, Vienna, Austria
| | - David Lyon
- From the ‡Department of Molecular Systems Biology, Faculty of Life Sciences, University of Vienna, Althanstrasse 14, A-1090, Vienna, Austria
| | - Stephanie Gingl
- From the ‡Department of Molecular Systems Biology, Faculty of Life Sciences, University of Vienna, Althanstrasse 14, A-1090, Vienna, Austria
| | - Matthias Nagler
- From the ‡Department of Molecular Systems Biology, Faculty of Life Sciences, University of Vienna, Althanstrasse 14, A-1090, Vienna, Austria
| | - Mónica Meijón
- ¶Gregor-Mendel-Institute for Molecular Plant Biology, Dr. Bohr-Gasse 3, 1030 Vienna, Austria
| | - Volker Egelhofer
- From the ‡Department of Molecular Systems Biology, Faculty of Life Sciences, University of Vienna, Althanstrasse 14, A-1090, Vienna, Austria
| | - Wolfram Weckwerth
- From the ‡Department of Molecular Systems Biology, Faculty of Life Sciences, University of Vienna, Althanstrasse 14, A-1090, Vienna, Austria
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Gil-Quintana E, Larrainzar E, Seminario A, Díaz-Leal JL, Alamillo JM, Pineda M, Arrese-Igor C, Wienkoop S, González EM. Local inhibition of nitrogen fixation and nodule metabolism in drought-stressed soybean. JOURNAL OF EXPERIMENTAL BOTANY 2013; 64:2171-82. [PMID: 23580751 PMCID: PMC3654410 DOI: 10.1093/jxb/ert074] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Drought stress is a major factor limiting symbiotic nitrogen fixation (NF) in soybean crop production. However, the regulatory mechanisms involved in this inhibition are still controversial. Soybean plants were symbiotically grown in a split-root system (SRS), which allowed for half of the root system to be irrigated at field capacity while the other half remained water deprived. NF declined in the water-deprived root system while nitrogenase activity was maintained at control values in the well-watered half. Concomitantly, amino acids and ureides accumulated in the water-deprived belowground organs regardless of transpiration rates. Ureide accumulation was found to be related to the decline in their degradation activities rather than increased biosynthesis. Finally, proteomic analysis suggests that plant carbon metabolism, protein synthesis, amino acid metabolism, and cell growth are among the processes most altered in soybean nodules under drought stress. Results presented here support the hypothesis of a local regulation of NF taking place in soybean and downplay the role of ureides in the inhibition of NF.
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Affiliation(s)
- Erena Gil-Quintana
- Departamento de Ciencias del Medio Natural, Universidad Pública de Navarra, 31006 Pamplona, Spain
| | - Estíbaliz Larrainzar
- Departamento de Ciencias del Medio Natural, Universidad Pública de Navarra, 31006 Pamplona, Spain
- Department of Plant Pathology, University of California-Davis, One Shields Avenue, Davis, CA95616, USA
| | - Amaia Seminario
- Departamento de Ciencias del Medio Natural, Universidad Pública de Navarra, 31006 Pamplona, Spain
| | - Juan Luis Díaz-Leal
- Departamento de Botánica, Ecología y Fisiología Vegetal, CEIA3. Universidad de Córdoba, 14071 Córdoba, Spain
| | - Josefa M. Alamillo
- Departamento de Botánica, Ecología y Fisiología Vegetal, CEIA3. Universidad de Córdoba, 14071 Córdoba, Spain
| | - Manuel Pineda
- Departamento de Botánica, Ecología y Fisiología Vegetal, CEIA3. Universidad de Córdoba, 14071 Córdoba, Spain
| | - Cesar Arrese-Igor
- Departamento de Ciencias del Medio Natural, Universidad Pública de Navarra, 31006 Pamplona, Spain
| | - Stefanie Wienkoop
- Department of Molecular Systems Biology, University of Vienna, Althanstrasse 14, 1090 Vienna, Austria
| | - Esther M. González
- Departamento de Ciencias del Medio Natural, Universidad Pública de Navarra, 31006 Pamplona, Spain
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Zhao Q, Zhang H, Wang T, Chen S, Dai S. Proteomics-based investigation of salt-responsive mechanisms in plant roots. J Proteomics 2013; 82:230-53. [PMID: 23385356 DOI: 10.1016/j.jprot.2013.01.024] [Citation(s) in RCA: 104] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2012] [Revised: 01/10/2013] [Accepted: 01/25/2013] [Indexed: 12/29/2022]
Abstract
Salinity is one of the major abiotic stresses that limits agricultural productivity worldwide. Plant roots function as the primary site of salinity perception. Salt responses in roots are essential for maintaining root functionality, as well as for transmitting the salt signal to shoot for proper salt response and adaptation in the entire plant. Therefore, a thorough understanding of signaling and metabolic mechanisms of salt response in roots is critical for improving plant salt tolerance. Current proteomic studies have provided salt-responsive expression patterns of 905 proteins in 14 plant species. Through integrative analysis of salt-responsive proteins and previous physiological and molecular findings, this review summarizes current understanding of salt responses in roots and highlights proteomic findings on the molecular mechanisms in the fine-tuned salt-responsive networks. At the proteome level, the following processes become dominant in root salt response: (i) salt signal perception and transduction; (ii) detoxification of reactive oxygen species (ROS); (iii) salt uptake/exclusion and compartmentalization; (iv) protein translation and/or turnover dynamics; (v) cytoskeleton/cell wall dynamics; (vi) carbohydrate and energy metabolism; and (vii) other salt-responsive metabolisms. These processes work together to gain cellular homeostasis in roots and determine the overall phenotype of plant growth and development under salt stress.
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Affiliation(s)
- Qi Zhao
- Alkali Soil Natural Environmental Science Center, Northeast Forestry University, Harbin 150040, China
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40
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Qiao Z, Libault M. Unleashing the potential of the root hair cell as a single plant cell type model in root systems biology. FRONTIERS IN PLANT SCIENCE 2013; 4:484. [PMID: 24324480 PMCID: PMC3840615 DOI: 10.3389/fpls.2013.00484] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2013] [Accepted: 11/07/2013] [Indexed: 05/17/2023]
Abstract
Plant root is an organ composed of multiple cell types with different functions. This multicellular complexity limits our understanding of root biology because -omics studies performed at the level of the entire root reflect the average responses of all cells composing the organ. To overcome this difficulty and allow a more comprehensive understanding of root cell biology, an approach is needed that would focus on one single cell type in the plant root. Because of its biological functions (i.e., uptake of water and various nutrients; primary site of infection by nitrogen-fixing bacteria in legumes), the root hair cell is an attractive single cell model to study root cell response to various stresses and treatments. To fully study their biology, we have recently optimized procedures in obtaining root hair cell samples. We culture the plants using an ultrasound aeroponic system maximizing root hair cell density on the entire root systems and allowing the homogeneous treatment of the root system. We then isolate the root hair cells in liquid nitrogen. Isolated root hair yields could be up to 800 to 1000~mg of plant cells from 60 root systems. Using soybean as a model, the purity of the root hair was assessed by comparing the expression level of genes previously identified as soybean root hair specific between preparations of isolated root hair cells and stripped roots, roots devoid in root hairs. Enlarging our tests to include other plant species, our results support the isolation of large quantities of highly purified root hair cells which is compatible with a systems biology approach.
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Affiliation(s)
| | - Marc Libault
- *Correspondence: Marc Libault, Department of Microbiology and Plant Biology, University of Oklahoma, 770 Van Vleet Oval, Norman, OK 73019, USA e-mail:
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Nguyen THN, Brechenmacher L, Aldrich JT, Clauss TR, Gritsenko MA, Hixson KK, Libault M, Tanaka K, Yang F, Yao Q, Paša-Tolić L, Xu D, Nguyen HT, Stacey G. Quantitative phosphoproteomic analysis of soybean root hairs inoculated with Bradyrhizobium japonicum. Mol Cell Proteomics 2012; 11:1140-55. [PMID: 22843990 PMCID: PMC3494206 DOI: 10.1074/mcp.m112.018028] [Citation(s) in RCA: 110] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2012] [Revised: 06/05/2012] [Indexed: 11/06/2022] Open
Abstract
Root hairs are single hair-forming cells on roots that function to increase root surface area, enhancing water and nutrient uptake. In leguminous plants, root hairs also play a critical role as the site of infection by symbiotic nitrogen fixing rhizobia, leading to the formation of a novel organ, the nodule. The initial steps in the rhizobia-root hair infection process are known to involve specific receptor kinases and subsequent kinase cascades. Here, we characterize the phosphoproteome of the root hairs and the corresponding stripped roots (i.e. roots from which root hairs were removed) during rhizobial colonization and infection to gain insight into the molecular mechanism of root hair cell biology. We chose soybean (Glycine max L.), one of the most important crop plants in the legume family, for this study because of its larger root size, which permits isolation of sufficient root hair material for phosphoproteomic analysis. Phosphopeptides derived from root hairs and stripped roots, mock inoculated or inoculated with the soybean-specific rhizobium Bradyrhizobium japonicum, were labeled with the isobaric tag eight-plex iTRAQ, enriched using Ni-NTA magnetic beads and subjected to nanoRPLC-MS/MS1 analysis using HCD and decision tree guided CID/ETD strategy. A total of 1625 unique phosphopeptides, spanning 1659 nonredundant phosphorylation sites, were detected from 1126 soybean phosphoproteins. Among them, 273 phosphopeptides corresponding to 240 phosphoproteins were found to be significantly regulated (>1.5-fold abundance change) in response to inoculation with B. japonicum. The data reveal unique features of the soybean root hair phosphoproteome, including root hair and stripped root-specific phosphorylation suggesting a complex network of kinase-substrate and phosphatase-substrate interactions in response to rhizobial inoculation.
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Affiliation(s)
- Tran Hong Nha Nguyen
- From the ‡Division of Plant Sciences, C.S. Bond Life Sciences Center, University of Missouri, Columbia, Missouri 65211
- §National Center for Soybean Biotechnology, University of Missouri, Columbia, Missouri 65211
- ¶Vietnam Education Foundation
| | - Laurent Brechenmacher
- From the ‡Division of Plant Sciences, C.S. Bond Life Sciences Center, University of Missouri, Columbia, Missouri 65211
- §National Center for Soybean Biotechnology, University of Missouri, Columbia, Missouri 65211
| | - Joshua T. Aldrich
- ‖Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington 99352
| | - Therese R. Clauss
- **Fundamental and Computational Sciences Division, Pacific Northwest National Laboratory, Richland, Washington 99352
| | - Marina A. Gritsenko
- **Fundamental and Computational Sciences Division, Pacific Northwest National Laboratory, Richland, Washington 99352
| | - Kim K. Hixson
- ‖Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington 99352
| | - Marc Libault
- ‡‡Department of Botany and Microbiology, University of Oklahoma, Norman, Oklahoma 73019
| | - Kiwamu Tanaka
- From the ‡Division of Plant Sciences, C.S. Bond Life Sciences Center, University of Missouri, Columbia, Missouri 65211
- §National Center for Soybean Biotechnology, University of Missouri, Columbia, Missouri 65211
| | - Feng Yang
- **Fundamental and Computational Sciences Division, Pacific Northwest National Laboratory, Richland, Washington 99352
| | - Qiuming Yao
- §§Department of Computer Science, C.S. Bond Life Sciences Center, University of Missouri, Columbia, Missouri 65211
| | - Ljiljana Paša-Tolić
- ‖Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington 99352
| | - Dong Xu
- §§Department of Computer Science, C.S. Bond Life Sciences Center, University of Missouri, Columbia, Missouri 65211
| | - Henry T. Nguyen
- From the ‡Division of Plant Sciences, C.S. Bond Life Sciences Center, University of Missouri, Columbia, Missouri 65211
- §National Center for Soybean Biotechnology, University of Missouri, Columbia, Missouri 65211
| | - Gary Stacey
- From the ‡Division of Plant Sciences, C.S. Bond Life Sciences Center, University of Missouri, Columbia, Missouri 65211
- §National Center for Soybean Biotechnology, University of Missouri, Columbia, Missouri 65211
- ¶¶Division of Biochemistry, University of Missouri, Columbia, Missouri 65211
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Dai S, Chen S. Single-cell-type proteomics: toward a holistic understanding of plant function. Mol Cell Proteomics 2012; 11:1622-30. [PMID: 22982375 DOI: 10.1074/mcp.r112.021550] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Multicellular organisms such as plants contain different types of cells with specialized functions. Analyzing the protein characteristics of each type of cell will not only reveal specific cell functions, but also enhance understanding of how an organism works. Most plant proteomics studies have focused on using tissues and organs containing a mixture of different cells. Recent single-cell-type proteomics efforts on pollen grains, guard cells, mesophyll cells, root hairs, and trichomes have shown utility. We expect that high resolution proteomic analyses will reveal novel functions in single cells. This review provides an overview of recent developments in plant single-cell-type proteomics. We discuss application of the approach for understanding important cell functions, and we consider the technical challenges of extending the approach to all plant cell types. Finally, we consider the integration of single-cell-type proteomics with transcriptomics and metabolomics with the goal of providing a holistic understanding of plant function.
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Affiliation(s)
- Shaojun Dai
- Department of Biology, Plant Molecular and Cellular Biology Program, Genetics Institute, University of Florida, Gainesville, FL 32610, USA
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Rose CM, Venkateshwaran M, Volkening JD, Grimsrud PA, Maeda J, Bailey DJ, Park K, Howes-Podoll M, den Os D, Yeun LH, Westphall MS, Sussman MR, Ané JM, Coon JJ. Rapid phosphoproteomic and transcriptomic changes in the rhizobia-legume symbiosis. Mol Cell Proteomics 2012; 11:724-44. [PMID: 22683509 PMCID: PMC3434772 DOI: 10.1074/mcp.m112.019208] [Citation(s) in RCA: 83] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2012] [Revised: 06/07/2012] [Indexed: 11/06/2022] Open
Abstract
Symbiotic associations between legumes and rhizobia usually commence with the perception of bacterial lipochitooligosaccharides, known as Nod factors (NF), which triggers rapid cellular and molecular responses in host plants. We report here deep untargeted tandem mass spectrometry-based measurements of rapid NF-induced changes in the phosphorylation status of 13,506 phosphosites in 7739 proteins from the model legume Medicago truncatula. To place these phosphorylation changes within a biological context, quantitative phosphoproteomic and RNA measurements in wild-type plants were compared with those observed in mutants, one defective in NF perception (nfp) and one defective in downstream signal transduction events (dmi3). Our study quantified the early phosphorylation and transcription dynamics that are specifically associated with NF-signaling, confirmed a dmi3-mediated feedback loop in the pathway, and suggested "cryptic" NF-signaling pathways, some of them being also involved in the response to symbiotic arbuscular mycorrhizal fungi.
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Affiliation(s)
- Christopher M. Rose
- From the ‡Department of Chemistry, University of Wisconsin, Madison, Wisconsin 53706
- ‖Genome Center of Wisconsin, University of Wisconsin, Madison, Wisconsin 53706
| | | | - Jeremy D. Volkening
- ¶Department of Biochemistry, University of Wisconsin, Madison, Wisconsin 53706
| | - Paul A. Grimsrud
- ¶Department of Biochemistry, University of Wisconsin, Madison, Wisconsin 53706
| | - Junko Maeda
- §Department of Agronomy, University of Wisconsin, Madison, Wisconsin 53706
| | - Derek J. Bailey
- From the ‡Department of Chemistry, University of Wisconsin, Madison, Wisconsin 53706
- ‖Genome Center of Wisconsin, University of Wisconsin, Madison, Wisconsin 53706
| | - Kwanghyun Park
- ‖Genome Center of Wisconsin, University of Wisconsin, Madison, Wisconsin 53706
- **Department of Computer Sciences, University of Wisconsin, Madison, Wisconsin 53706
| | | | - Désirée den Os
- §Department of Agronomy, University of Wisconsin, Madison, Wisconsin 53706
- §§Present address: Penn State Biology Department, University Park, Pennsylvania 16802
| | - Li Huey Yeun
- §Department of Agronomy, University of Wisconsin, Madison, Wisconsin 53706
| | - Michael S. Westphall
- From the ‡Department of Chemistry, University of Wisconsin, Madison, Wisconsin 53706
- ‖Genome Center of Wisconsin, University of Wisconsin, Madison, Wisconsin 53706
| | - Michael R. Sussman
- ¶Department of Biochemistry, University of Wisconsin, Madison, Wisconsin 53706
- ‖Genome Center of Wisconsin, University of Wisconsin, Madison, Wisconsin 53706
| | - Jean-Michel Ané
- §Department of Agronomy, University of Wisconsin, Madison, Wisconsin 53706
| | - Joshua J. Coon
- From the ‡Department of Chemistry, University of Wisconsin, Madison, Wisconsin 53706
- ‖Genome Center of Wisconsin, University of Wisconsin, Madison, Wisconsin 53706
- ‡‡Department of Biomolecular Chemistry, University of Wisconsin, Madison, Wisconsin 53706
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Mesquita RO, de Almeida Soares E, de Barros EG, Loureiro ME. Method optimization for proteomic analysis of soybean leaf: Improvements in identification of new and low-abundance proteins. Genet Mol Biol 2012; 35:353-61. [PMID: 22802721 PMCID: PMC3392888 DOI: 10.1590/s1415-47572012000200017] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
The most critical step in any proteomic study is protein extraction and sample preparation. Better solubilization increases the separation and resolution of gels, allowing identification of a higher number of proteins and more accurate quantitation of differences in gene expression. Despite the existence of published results for the optimization of proteomic analyses of soybean seeds, no comparable data are available for proteomic studies of soybean leaf tissue. In this work we have tested the effects of modification of a TCA-acetone method on the resolution of 2-DE gels of leaves and roots of soybean. Better focusing was obtained when both mercaptoethanol and dithiothreitol were used in the extraction buffer simultaneously. Increasing the number of washes of TCA precipitated protein with acetone, using a final wash with 80% ethanol and using sonication to ressuspend the pellet increased the number of detected proteins as well the resolution of the 2-DE gels. Using this approach we have constructed a soybean protein map. The major group of identified proteins corresponded to genes of unknown function. The second and third most abundant groups of proteins were composed of photosynthesis and metabolism related genes. The resulting protocol improved protein solubility and gel resolution allowing the identification of 122 soybean leaf proteins, 72 of which were not detected in other published soybean leaf 2-DE gel datasets, including a transcription factor and several signaling proteins.
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Barkla BJ, Vera-Estrella R, Pantoja O. Protein profiling of epidermal bladder cells from the halophyte Mesembryanthemum crystallinum. Proteomics 2012; 12:2862-5. [PMID: 22848050 DOI: 10.1002/pmic.201200152] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2012] [Revised: 06/27/2012] [Accepted: 07/18/2012] [Indexed: 11/10/2022]
Abstract
Plant epidermal trichomes are as varied in morphology as they are in function. In the halophyte Mesembryanthemum crystallinum, specialized trichomes called epidermal bladder cells (EBC) line the surface of leaves and stems, and increase dramatically in size and volume upon plant salt-treatment. These cells have been proposed to have roles in plant defense and UV protection, but primarily in sodium sequestration and as water reservoirs. To gain further understanding into the roles of EBC, a cell-type-specific proteomics approach was taken in which precision single-cell sampling of cell sap from individual EBC was combined with shotgun peptide sequencing (LC-MS/MS). Identified proteins showed diverse biological functions and cellular locations, with a high representation of proteins involved in H(+)-transport, carbohydrate metabolism, and photosynthesis. The proteome of EBC provides insight into the roles of these cells in ion and water homeostasis and raises the possibility that they are photosynthetically active and functioning in Crassulacean acid metabolism.
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Affiliation(s)
- Bronwyn J Barkla
- Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca, Morelos, México.
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Janiak A, Piórko S, Matros A, Mock HP, Kwaśniewski M, Chwiałkowska K, Chmielewska B, Szarejko I. A comparative analysis of proteins that accumulate during the initial stage of root hair development in barley root hair mutants and their parent varieties. J Appl Genet 2012; 53:363-76. [PMID: 22847350 PMCID: PMC3477482 DOI: 10.1007/s13353-012-0105-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2012] [Revised: 06/15/2012] [Accepted: 07/02/2012] [Indexed: 12/19/2022]
Abstract
The mechanisms of root hair formation have been studied extensively in Arabidopsis but knowledge about these processes in monocot species is still limited, especially in relation to the proteome level. The aim of this study was to identify the proteins that are involved in the initiation and the early stage of root hair tip growth in barley using two-dimensional (2D) electrophoresis and mass spectrometry. A comparison of proteins that accumulate differentially in two root hair mutants and their respective parent varieties resulted in the identification of 13 proteins that take part in several processes related to the root hair morphogenesis, such as the control of vesicular trafficking, ROS signalling and homeostasis, signal transduction by phospholipids metabolism and ATP synthesis. Among the identified proteins, two ATP synthases, two ABC transporters, a small GTPase from the SAR1 family, a PDI-like protein, a monodehydroascorbate reductase, a C2 domain-containing protein and a Wali7 domain-containing protein were found. This study is the first report on the proteins identified in the initial stage of root hair formation in barley and gives new insights into the mechanisms of root hair morphogenesis in a monocot species.
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Affiliation(s)
- Agnieszka Janiak
- Department of Genetics, University of Silesia, Jagiellońska 28, 40-032 Katowice, Poland.
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Okumoto S. Quantitative imaging using genetically encoded sensors for small molecules in plants. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2012; 70:108-17. [PMID: 22449046 DOI: 10.1111/j.1365-313x.2012.04910.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Quantitative imaging in live cells is a powerful method for monitoring the dynamics of biomolecules at an excellent spatio-temporal resolution. Such an approach, initially limited to a small number of substrates for which specific dyes were available, has become possible for a large number of biomolecules due to the development of genetically encoded, protein-based sensors. These sensors, which can be introduced into live cells through a transgenic approach, offer the benefits of quantitative imaging, with an extra advantage of non-invasiveness. In the past decade there has been a drastic expansion in the number of biomolecules for which genetically encoded sensors are available, and the functional properties of existing sensors are being improved at a dramatic pace. A number of technical improvements have now made the application of genetically encoded sensors in plants rather straightforward, and some of the sensors such as calcium indicator proteins have become standard analytical tools in many plant laboratories. The use of a handful of probes has already revealed an amazing specificity of cellular biomolecule dynamics in plants, which leads us to believe that there are many more discoveries to be made using genetically encoded sensors. In this short review, we will summarize the progress made in the past 15 years in the development in genetically encoded sensors, and highlight significant discoveries made in plant biology.
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Affiliation(s)
- Sakiko Okumoto
- Department of Plant Pathology, Physiology and Weed Science, Virginia Tech, Blacksburg, VA 24061, USA.
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Zhang Y, Zhao J, Xiang Y, Bian X, Zuo Q, Shen Q, Gai J, Xing H. Proteomics study of changes in soybean lines resistant and sensitive to Phytophthora sojae. Proteome Sci 2011; 9:52. [PMID: 21899734 PMCID: PMC3180303 DOI: 10.1186/1477-5956-9-52] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2011] [Accepted: 09/07/2011] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Phytophthora sojae causes soybean root and stem rot, resulting in an annual loss of 1-2 billion US dollars in soybean production worldwide. A proteomic technique was used to determine the effects on soybean hypocotyls of infection with P. sojae. RESULTS In the present study, 46 differentially expressed proteins were identified in soybean hypocotyls infected with P. sojae, using two-dimensional electrophoresis and matrix-assisted laser desorption/ionization tandem time of flight (MALDI-TOF/TOF). The expression levels of 26 proteins were significantly affected at various time points in the tolerant soybean line, Yudou25, (12 up-regulated and 14 down-regulated). In contrast, in the sensitive soybean line, NG6255, only 20 proteins were significantly affected (11 up-regulated and 9 down-regulated). Among these proteins, 26% were related to energy regulation, 15% to protein destination and storage, 11% to defense against disease, 11% to metabolism, 9% to protein synthesis, 4% to secondary metabolism, and 24% were of unknown function. CONCLUSION Our study provides important information on the use of proteomic methods for studying protein regulation during plant-oomycete interactions.
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Affiliation(s)
- YuMei Zhang
- National Center for Soybean Improvement, National Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, P.R. China
| | - JinMing Zhao
- National Center for Soybean Improvement, National Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, P.R. China
| | - Yang Xiang
- Guizhou Rapeseed Institute, Guizhou Academy of Agricultural Sciences, Guiyang 550008, P.R.China
| | - XiaoChun Bian
- National Center for Soybean Improvement, National Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, P.R. China
| | - QiaoMei Zuo
- National Center for Soybean Improvement, National Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, P.R. China
| | - Qi Shen
- Guizhou Rapeseed Institute, Guizhou Academy of Agricultural Sciences, Guiyang 550008, P.R.China
| | - JunYi Gai
- National Center for Soybean Improvement, National Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, P.R. China
| | - Han Xing
- National Center for Soybean Improvement, National Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, P.R. China
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Proteomic Study on Two Bradyrhizobium japonicum Strains with Different Competitivenesses for Nodulation. ACTA ACUST UNITED AC 2011. [DOI: 10.1016/s1671-2927(11)60096-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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50
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Koroleva OA, Cramer R. Single-cell proteomic analysis of glucosinolate-rich S-cells in Arabidopsis thaliana. Methods 2011; 54:413-23. [PMID: 21708264 DOI: 10.1016/j.ymeth.2011.06.005] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2010] [Revised: 06/03/2011] [Accepted: 06/07/2011] [Indexed: 01/29/2023] Open
Abstract
Single-cell analysis is essential for understanding the processes of cell differentiation and metabolic specialisation in rare cell types. The amount of single proteins in single cells can be as low as one copy per cell and is for most proteins in the attomole range or below; usually considered as insufficient for proteomic analysis. The development of modern mass spectrometers possessing increased sensitivity and mass accuracy in combination with nano-LC-MS/MS now enables the analysis of single-cell contents. In Arabidopsis thaliana, we have successfully identified nine unique proteins in a single-cell sample and 56 proteins from a pool of 15 single-cell samples from glucosinolate-rich S-cells by nanoLC-MS/MS proteomic analysis, thus establishing the proof-of-concept for true single-cell proteomic analysis. Dehydrin (ERD14_ARATH), two myrosinases (BGL37_ARATH and BGL38_ARATH), annexin (ANXD1_ARATH), vegetative storage proteins (VSP1_ARATH and VSP2_ARATH) and four proteins belonging to the S-adenosyl-l-methionine cycle (METE_ARATH, SAHH1_ARATH, METK4_ARATH and METK1/3_ARATH) with associated adenosine kinase (ADK1_ARATH), were amongst the proteins identified in these single-S-cell samples. Comparison of the functional groups of proteins identified in S-cells with epidermal/cortical cells and whole tissue provided a unique insight into the metabolism of S-cells. We conclude that S-cells are metabolically active and contain the machinery for de novo biosynthesis of methionine, a precursor for the most abundant glucosinolate glucoraphanine in these cells. Moreover, since abundant TGG2 and TGG1 peptides were consistently found in single-S-cell samples, previously shown to have high amounts of glucosinolates, we suggest that both myrosinases and glucosinolates can be localised in the same cells, but in separate subcellular compartments. The complex membrane structure of S-cells was reflected by the presence of a number of proteins involved in membrane maintenance and cellular organisation.
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Affiliation(s)
- Olga A Koroleva
- School of Biological Sciences, University of Reading, Whiteknights, Reading, RG6 6AS, UK.
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