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Muthego D, Moloi SJ, Brown AP, Goche T, Chivasa S, Ngara R. Exogenous abscisic acid treatment regulates protein secretion in sorghum cell suspension cultures. PLANT SIGNALING & BEHAVIOR 2023; 18:2291618. [PMID: 38100609 PMCID: PMC10730228 DOI: 10.1080/15592324.2023.2291618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 11/28/2023] [Indexed: 12/17/2023]
Abstract
Drought stress adversely affects plant growth, often leading to total crop failure. Upon sensing soil water deficits, plants switch on biosynthesis of abscisic acid (ABA), a stress hormone for drought adaptation. Here, we used exogenous ABA application to dark-grown sorghum cell suspension cultures as an experimental system to understand how a drought-tolerant crop responds to ABA. We evaluated intracellular and secreted proteins using isobaric tags for relative and absolute quantification. While the abundance of only ~ 7% (46 proteins) intracellular proteins changed in response to ABA, ~32% (82 proteins) of secreted proteins identified in this study were ABA responsive. This shows that the extracellular matrix is disproportionately targeted and suggests it plays a vital role in sorghum adaptation to drought. Extracellular proteins responsive to ABA were predominantly defense/detoxification and cell wall-modifying enzymes. We confirmed that sorghum plants exposed to drought stress activate genes encoding the same proteins identified in the in vitro cell culture system with ABA. Our results suggest that ABA activates defense and cell wall remodeling systems during stress response. This could underpin the success of sorghum adaptation to drought stress.
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Affiliation(s)
- Dakalo Muthego
- Department of Plant Sciences, University of the Free State, Phuthaditjhaba, South Africa
| | - Sellwane J. Moloi
- Department of Plant Sciences, University of the Free State, Phuthaditjhaba, South Africa
| | | | - Tatenda Goche
- Department of Biosciences, Durham University, Durham, UK
- Department of Crop Science, Bindura University of Science Education, Bindura, Zimbabwe
| | | | - Rudo Ngara
- Department of Plant Sciences, University of the Free State, Phuthaditjhaba, South Africa
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Wang J, Yao L, Li B, Meng Y, Ma X, Lai Y, Si E, Ren P, Yang K, Shang X, Wang H. Comparative Proteomic Analysis of Cultured Suspension Cells of the Halophyte Halogeton glomeratus by iTRAQ Provides Insights into Response Mechanisms to Salt Stress. FRONTIERS IN PLANT SCIENCE 2016; 7:110. [PMID: 26904073 PMCID: PMC4746295 DOI: 10.3389/fpls.2016.00110] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2015] [Accepted: 01/21/2016] [Indexed: 05/23/2023]
Abstract
Soil salinity severely threatens land use capability and crop yields worldwide. An analysis of the molecular mechanisms of salt tolerance in halophytes will contribute to the development of salt-tolerant crops. In this study, a combination of physiological characteristics and iTRAQ-based proteomic approaches was conducted to investigate the molecular mechanisms underlying the salt response of suspension cell cultures of halophytic Halogeton glomeratus. These cells showed halophytic growth responses comparable to those of the whole plant. In total, 97 up-regulated proteins and 192 down-regulated proteins were identified as common to both 200 and 400 mM NaCl concentration treatments. Such salinity responsive proteins were mainly involved in energy, carbohydrate metabolism, stress defense, protein metabolism, signal transduction, cell growth, and cytoskeleton metabolism. Effective regulatory protein expression related to energy, stress defense, and carbohydrate metabolism play important roles in the salt-tolerance of H. glomeratus suspension cell cultures. However, known proteins regulating Na(+) efflux from the cytoplasm and its compartmentalization into the vacuole did not change significantly under salinity stress suggesting our existing knowledge concerning Na(+) extrusion and compartmentalization in halophytes needs to be evaluated further. Such data are discussed in the context of our current understandings of the mechanisms involved in the salinity response of the halophyte, H. glomeratus.
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Affiliation(s)
- Juncheng Wang
- Gansu Provincial Key Lab of Aridland Crop Science/Gansu Key Lab of Crop Improvement and Germplasm EnhancementLanzhou, China
- Department of Crop Genetics and Breeding, College of Agronomy, Gansu Agricultural UniversityLanzhou, China
| | - Lirong Yao
- Gansu Provincial Key Lab of Aridland Crop Science/Gansu Key Lab of Crop Improvement and Germplasm EnhancementLanzhou, China
- Department of Crop Genetics and Breeding, College of Agronomy, Gansu Agricultural UniversityLanzhou, China
| | - Baochun Li
- Gansu Provincial Key Lab of Aridland Crop Science/Gansu Key Lab of Crop Improvement and Germplasm EnhancementLanzhou, China
- Department of Botany, College of Life Science and Technology, Gansu Agricultural UniversityLanzhou, China
| | - Yaxiong Meng
- Gansu Provincial Key Lab of Aridland Crop Science/Gansu Key Lab of Crop Improvement and Germplasm EnhancementLanzhou, China
- Department of Crop Genetics and Breeding, College of Agronomy, Gansu Agricultural UniversityLanzhou, China
| | - Xiaole Ma
- Gansu Provincial Key Lab of Aridland Crop Science/Gansu Key Lab of Crop Improvement and Germplasm EnhancementLanzhou, China
- Department of Crop Genetics and Breeding, College of Agronomy, Gansu Agricultural UniversityLanzhou, China
| | - Yong Lai
- Department of Agriculture and Forestry, College of Agriculture and Animal Husbandry, Qinghai UniversityXining, China
| | - Erjing Si
- Gansu Provincial Key Lab of Aridland Crop Science/Gansu Key Lab of Crop Improvement and Germplasm EnhancementLanzhou, China
- Department of Crop Genetics and Breeding, College of Agronomy, Gansu Agricultural UniversityLanzhou, China
| | - Panrong Ren
- Gansu Provincial Key Lab of Aridland Crop Science/Gansu Key Lab of Crop Improvement and Germplasm EnhancementLanzhou, China
- Department of Crop Genetics and Breeding, College of Agronomy, Gansu Agricultural UniversityLanzhou, China
| | - Ke Yang
- Gansu Provincial Key Lab of Aridland Crop Science/Gansu Key Lab of Crop Improvement and Germplasm EnhancementLanzhou, China
- Department of Crop Genetics and Breeding, College of Agronomy, Gansu Agricultural UniversityLanzhou, China
| | - Xunwu Shang
- Department of Crop Genetics and Breeding, College of Agronomy, Gansu Agricultural UniversityLanzhou, China
| | - Huajun Wang
- Gansu Provincial Key Lab of Aridland Crop Science/Gansu Key Lab of Crop Improvement and Germplasm EnhancementLanzhou, China
- Department of Crop Genetics and Breeding, College of Agronomy, Gansu Agricultural UniversityLanzhou, China
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3
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Černý M, Novák J, Habánová H, Cerna H, Brzobohatý B. Role of the proteome in phytohormonal signaling. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2015; 1864:1003-15. [PMID: 26721743 DOI: 10.1016/j.bbapap.2015.12.008] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2015] [Revised: 11/30/2015] [Accepted: 12/16/2015] [Indexed: 02/07/2023]
Abstract
Phytohormones are orchestrators of plant growth and development. A lot of time and effort has been invested in attempting to comprehend their complex signaling pathways but despite success in elucidating some key components, molecular mechanisms in the transduction pathways are far from being resolved. The last decade has seen a boom in the analysis of phytohormone-responsive proteins. Abscisic acid, auxin, brassinosteroids, cytokinin, ethylene, gibberellins, nitric oxide, oxylipins, strigolactones, salicylic acid--all have been analyzed to various degrees. For this review, we collected data from proteome-wide analyses resulting in a list of over 2000 annotated proteins from Arabidopsis proteomics and nearly 500 manually filtered protein families merged from all the data available from different species. We present the currently accepted model of phytohormone signaling, highlight the contributions made by proteomic-based research and describe the key nodes in phytohormone signaling networks, as revealed by proteome analysis. These include ubiquitination and proteasome mediated degradation, calcium ion signaling, redox homeostasis, and phosphoproteome dynamics. Finally, we discuss potential pitfalls and future perspectives in the field. This article is part of a Special Issue entitled: Plant Proteomics--a bridge between fundamental processes and crop production, edited by Dr. Hans-Peter Mock.
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Affiliation(s)
- Martin Černý
- Laboratory of Plant Molecular Biology, Institute of Biophysics AS CR, v.v.i. and CEITEC - Central European Institute of Technology, Mendel University in Brno, Zemědělská 1, CZ-613 00 Brno, Czech Republic.
| | - Jan Novák
- Laboratory of Plant Molecular Biology, Institute of Biophysics AS CR, v.v.i. and CEITEC - Central European Institute of Technology, Mendel University in Brno, Zemědělská 1, CZ-613 00 Brno, Czech Republic.
| | - Hana Habánová
- Laboratory of Plant Molecular Biology, Institute of Biophysics AS CR, v.v.i. and CEITEC - Central European Institute of Technology, Mendel University in Brno, Zemědělská 1, CZ-613 00 Brno, Czech Republic.
| | - Hana Cerna
- Laboratory of Plant Molecular Biology, Institute of Biophysics AS CR, v.v.i. and CEITEC - Central European Institute of Technology, Mendel University in Brno, Zemědělská 1, CZ-613 00 Brno, Czech Republic.
| | - Břetislav Brzobohatý
- Laboratory of Plant Molecular Biology, Institute of Biophysics AS CR, v.v.i. and CEITEC - Central European Institute of Technology, Mendel University in Brno, Zemědělská 1, CZ-613 00 Brno, Czech Republic.
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4
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Walton A, Stes E, De Smet I, Goormachtig S, Gevaert K. Plant hormone signalling through the eye of the mass spectrometer. Proteomics 2015; 15:1113-26. [DOI: 10.1002/pmic.201400403] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2014] [Revised: 10/01/2014] [Accepted: 11/13/2014] [Indexed: 12/23/2022]
Affiliation(s)
- Alan Walton
- Department of Medical Protein Research; VIB, Ghent University; Ghent Belgium
- Department of Biochemistry; VIB, Ghent University; Ghent Belgium
- Department of Plant Systems Biology; VIB, Ghent University; Ghent Belgium
- Department of Plant Biotechnology and Bioinformatics; VIB, Ghent University; Ghent Belgium
| | - Elisabeth Stes
- Department of Medical Protein Research; VIB, Ghent University; Ghent Belgium
- Department of Biochemistry; VIB, Ghent University; Ghent Belgium
- Department of Plant Systems Biology; VIB, Ghent University; Ghent Belgium
- Department of Plant Biotechnology and Bioinformatics; VIB, Ghent University; Ghent Belgium
| | - Ive De Smet
- Department of Plant Systems Biology; VIB, Ghent University; Ghent Belgium
- Department of Plant Biotechnology and Bioinformatics; VIB, Ghent University; Ghent Belgium
| | - Sofie Goormachtig
- Department of Plant Systems Biology; VIB, Ghent University; Ghent Belgium
- Department of Plant Biotechnology and Bioinformatics; VIB, Ghent University; Ghent Belgium
| | - Kris Gevaert
- Department of Medical Protein Research; VIB, Ghent University; Ghent Belgium
- Department of Biochemistry; VIB, Ghent University; Ghent Belgium
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5
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Fukushima A, Kusano M. A network perspective on nitrogen metabolism from model to crop plants using integrated 'omics' approaches. JOURNAL OF EXPERIMENTAL BOTANY 2014; 65:5619-30. [PMID: 25129130 DOI: 10.1093/jxb/eru322] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Nitrogen (N), as an essential element in amino acids, nucleotides, and proteins, is a key factor in plant growth and development. Omics approaches such as metabolomics and transcriptomics have become a promising way to inspect complex network interactions in N metabolism and can be used for monitoring the uptake and regulation, translocation, and remobilization of N. In this review, the authors highlight recent progress in omics approaches, including transcript profiling using microarrays and deep sequencing, and show recent technical developments in metabolite profiling for N studies. Further, network analysis studies including network inference methods with correlations, information-theoretic measures, and a network concept to examine gene expression clusters in relation to N regulatory systems in plants are introduced, and integrating network inference methods and integrated networks using multiple omics data are discussed. Finally, this review summarizes recent omics application examples using metabolite and/or transcript profiling analysis to elucidate the regulation of N metabolism and signalling and the coordination of N and carbon metabolism in model plants (Arabidopsis and rice), crops (tomato, maize, and legumes), and trees (Populus).
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Affiliation(s)
- Atsushi Fukushima
- RIKEN Center for Sustainable Resource Science (CSRS), 1-7-22 Suehirocho, Tsurumi, Yokohama 230-0045, Japan JST, National Bioscience Database Center (NBDC), 5-3, Yonbancho, Chiyoda, Tokyo 102-0081, Japan
| | - Miyako Kusano
- RIKEN Center for Sustainable Resource Science (CSRS), 1-7-22 Suehirocho, Tsurumi, Yokohama 230-0045, Japan Graduate School of Life and Environmental Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8572, Japan Japan Science and Technology Agency (JST), Precursory Research for Embryonic Science and Technology (PRESTO), 4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan
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6
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Liu D, Ford KL, Roessner U, Natera S, Cassin AM, Patterson JH, Bacic A. Rice suspension cultured cells are evaluated as a model system to study salt responsive networks in plants using a combined proteomic and metabolomic profiling approach. Proteomics 2014; 13:2046-62. [PMID: 23661342 DOI: 10.1002/pmic.201200425] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2012] [Revised: 04/11/2013] [Accepted: 04/24/2013] [Indexed: 12/31/2022]
Abstract
Salinity is one of the major abiotic stresses affecting plant productivity but surprisingly, a thorough understanding of the salt-responsive networks responsible for sustaining growth and maintaining crop yield remains a significant challenge. Rice suspension culture cells (SCCs), a single cell type, were evaluated as a model system as they provide a ready source of a homogenous cell type and avoid the complications of multicellular tissue types in planta. A combination of growth performance, and transcriptional analyses using known salt-induced genes was performed on control and 100 mM NaCl cultured cells to validate the biological system. Protein profiling was conducted using both DIGE- and iTRAQ-based proteomics approaches. In total, 106 proteins were identified in DIGE experiments and 521 proteins in iTRAQ experiments with 58 proteins common to both approaches. Metabolomic analysis provided insights into both developmental changes and salt-induced changes of rice SCCs at the metabolite level; 134 known metabolites were identified, including 30 amines and amides, 40 organic acids, 40 sugars, sugar acids and sugar alcohols, 21 fatty acids and sterols, and 3 miscellaneous compounds. Our results from proteomic and metabolomic studies indicate that the salt-responsive networks of rice SCCs are extremely complex and share some similarities with thee cellular responses observed in planta. For instance, carbohydrate and energy metabolism pathways, redox signaling pathways, auxin/indole-3-acetic acid pathways and biosynthesis pathways for osmoprotectants are all salt responsive in SCCs enabling cells to maintain cellular function under stress condition. These data are discussed in the context of our understanding of in planta salt-responses.
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Affiliation(s)
- Dawei Liu
- Australian Centre for Plant Functional Genomics, School of Botany, University of Melbourne, Melbourne, VIC, Australia
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7
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Kim ST, Kim SG, Agrawal GK, Kikuchi S, Rakwal R. Rice proteomics: a model system for crop improvement and food security. Proteomics 2014; 14:593-610. [PMID: 24323464 DOI: 10.1002/pmic.201300388] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2013] [Revised: 10/24/2013] [Accepted: 11/07/2013] [Indexed: 12/14/2022]
Abstract
Rice proteomics has progressed at a tremendous pace since the year 2000, and that has resulted in establishing and understanding the proteomes of tissues, organs, and organelles under both normal and abnormal (adverse) environmental conditions. Established proteomes have also helped in re-annotating the rice genome and revealing the new role of previously known proteins. The progress of rice proteomics had recognized it as the corner/stepping stone for at least cereal crops. Rice proteomics remains a model system for crops as per its exemplary proteomics research. Proteomics-based discoveries in rice are likely to be translated in improving crop plants and vice versa against ever-changing environmental factors. This review comprehensively covers rice proteomics studies from August 2010 to July 2013, with major focus on rice responses to diverse abiotic (drought, salt, oxidative, temperature, nutrient, hormone, metal ions, UV radiation, and ozone) as well as various biotic stresses, especially rice-pathogen interactions. The differentially regulated proteins in response to various abiotic stresses in different tissues have also been summarized, indicating key metabolic and regulatory pathways. We envision a significant role of rice proteomics in addressing the global ground level problem of food security, to meet the demands of the human population which is expected to reach six to nine billion by 2040.
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Affiliation(s)
- Sun Tae Kim
- Department of Plant Bioscience, Pusan National University, Miryang, South Korea
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8
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Jin X, Wang RS, Zhu M, Jeon BW, Albert R, Chen S, Assmann SM. Abscisic acid-responsive guard cell metabolomes of Arabidopsis wild-type and gpa1 G-protein mutants. THE PLANT CELL 2013; 25:4789-811. [PMID: 24368793 PMCID: PMC3903988 DOI: 10.1105/tpc.113.119800] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2013] [Revised: 10/18/2013] [Accepted: 11/27/2013] [Indexed: 05/03/2023]
Abstract
Individual metabolites have been implicated in abscisic acid (ABA) signaling in guard cells, but a metabolite profile of this specialized cell type is lacking. We used liquid chromatography-multiple reaction monitoring mass spectrometry for targeted analysis of 85 signaling-related metabolites in Arabidopsis thaliana guard cell protoplasts over a time course of ABA treatment. The analysis utilized ∼ 350 million guard cell protoplasts from ∼ 30,000 plants of the Arabidopsis Columbia accession (Col) wild type and the heterotrimeric G-protein α subunit mutant, gpa1, which has ABA-hyposensitive stomata. These metabolomes revealed coordinated regulation of signaling metabolites in unrelated biochemical pathways. Metabolites clustered into different temporal modules in Col versus gpa1, with fewer metabolites showing ABA-altered profiles in gpa1. Ca(2+)-mobilizing agents sphingosine-1-phosphate and cyclic adenosine diphosphate ribose exhibited weaker ABA-stimulated increases in gpa1. Hormone metabolites were responsive to ABA, with generally greater responsiveness in Col than in gpa1. Most hormones also showed different ABA responses in guard cell versus mesophyll cell metabolomes. These findings suggest that ABA functions upstream to regulate other hormones, and are also consistent with G proteins modulating multiple hormonal signaling pathways. In particular, indole-3-acetic acid levels declined after ABA treatment in Col but not gpa1 guard cells. Consistent with this observation, the auxin antagonist α-(phenyl ethyl-2-one)-indole-3-acetic acid enhanced ABA-regulated stomatal movement and restored partial ABA sensitivity to gpa1.
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Affiliation(s)
- Xiaofen Jin
- Biology Department, Pennsylvania State University, University Park, Pennsylvania 16802
| | - Rui-Sheng Wang
- Physics Department, Pennsylvania State University, University Park, Pennsylvania 16802
| | - Mengmeng Zhu
- Biology Department, Pennsylvania State University, University Park, Pennsylvania 16802
| | - Byeong Wook Jeon
- Biology Department, Pennsylvania State University, University Park, Pennsylvania 16802
| | - Reka Albert
- Physics Department, Pennsylvania State University, University Park, Pennsylvania 16802
| | - Sixue Chen
- Department of Biology, Plant Molecular and Cellular Biology Program, Genetics Institute, University of Florida, Gainesville, Florida 32610
| | - Sarah M. Assmann
- Biology Department, Pennsylvania State University, University Park, Pennsylvania 16802
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Ma NL, Rahmat Z, Lam SS. A review of the "Omics" approach to biomarkers of oxidative stress in Oryza sativa. Int J Mol Sci 2013; 14:7515-41. [PMID: 23567269 PMCID: PMC3645701 DOI: 10.3390/ijms14047515] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2013] [Revised: 03/20/2013] [Accepted: 03/20/2013] [Indexed: 12/27/2022] Open
Abstract
Physiological and ecological constraints that cause the slow growth and depleted production of crops have raised a major concern in the agriculture industry as they represent a possible threat of short food supply in the future. The key feature that regulates the stress signaling pathway is always related to the reactive oxygen species (ROS). The accumulation of ROS in plant cells would leave traces of biomarkers at the genome, proteome, and metabolome levels, which could be identified with the recent technological breakthrough coupled with improved performance of bioinformatics. This review highlights the recent breakthrough in molecular strategies (comprising transcriptomics, proteomics, and metabolomics) in identifying oxidative stress biomarkers and the arising opportunities and obstacles observed in research on biomarkers in rice. The major issue in incorporating bioinformatics to validate the biomarkers from different omic platforms for the use of rice-breeding programs is also discussed. The development of powerful techniques for identification of oxidative stress-related biomarkers and the integration of data from different disciplines shed light on the oxidative response pathways in plants.
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Affiliation(s)
- Nyuk Ling Ma
- Department of Biology, Faculty of Science and Technology, University Malaysia Terengganu, 21030 Kuala Terengganu, Terengganu, Malaysia
| | - Zaidah Rahmat
- Department of Biotechnology and Medical Engineering, Faculty of Biosciences and Medical Engineering, University Technology Malaysia, 81310 Johor Bahru, Johor, Malaysia; E-Mail:
| | - Su Shiung Lam
- Department of Engineering Science, Faculty of Science and Technology, University Malaysia Terengganu, 21030 Kuala Terengganu, Terengganu, Malaysia; E-Mail:
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10
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Moon SJ, Shin DJ, Kim BG, Byun MO. Putative fructose-1,6-bisphosphate aldolase 1 (AtFBA1) affects stress tolerance in yeast and Arabidopsis. ACTA ACUST UNITED AC 2012. [DOI: 10.5010/jpb.2012.39.2.106] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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11
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Zhang Q, Lu YX, Xu WH. Integrated Proteomic and Metabolomic Analysis of Larval Brain Associated with Diapause Induction and Preparation in the Cotton Bollworm, Helicoverpa armigera. J Proteome Res 2012; 11:1042-53. [DOI: 10.1021/pr200796a] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Affiliation(s)
- Qi Zhang
- State Key
Laboratory of Biocontrol, School of Life
Sciences, Sun Yat-Sen (Zhongshan) University, Guangzhou, China
| | - Yu-Xuan Lu
- State Key
Laboratory of Biocontrol, School of Life
Sciences, Sun Yat-Sen (Zhongshan) University, Guangzhou, China
| | - Wei-Hua Xu
- State Key
Laboratory of Biocontrol, School of Life
Sciences, Sun Yat-Sen (Zhongshan) University, Guangzhou, China
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Abstract
Soil salinity devastates agriculture. It reduces crop yields and makes arable land unsuitable for later use. Many species have evolved highly efficient strategies to sense, transduce, and build up tolerance to high salinity and even sensitive species have endogenous mechanism for coping with this stress. These underlying physiological and metabolic mechanisms can be unraveled using metabolomics. Here we describe detailed protocols of how to extract polar metabolites for analysis using GC-MS and LC-MS. We also touch briefly on considerations that should be taken into account when designing the experiment and how the resulting data may be analyzed and visualized in a biological context.
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Affiliation(s)
- Ute Roessner
- ACPFG Centre for Plant Functional Genomics and Metabolomics Australia, University of Melbourne, Melbourne, VIC, Australia.
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13
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Ford KL, Cassin A, Bacic A. Quantitative proteomic analysis of wheat cultivars with differing drought stress tolerance. FRONTIERS IN PLANT SCIENCE 2011; 2:44. [PMID: 22639595 PMCID: PMC3355674 DOI: 10.3389/fpls.2011.00044] [Citation(s) in RCA: 97] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2011] [Accepted: 08/13/2011] [Indexed: 05/18/2023]
Abstract
Using a series of multiplexed experiments we studied the quantitative changes in protein abundance of three Australian bread wheat cultivars (Triticum aestivum L.) in response to a drought stress. Three cultivars differing in their ability to maintain grain yield during drought, Kukri (intolerant), Excalibur (tolerant), and RAC875 (tolerant), were grown in the glasshouse with cyclic drought treatment that mimicked conditions in the field. Proteins were isolated from leaves of mature plants and isobaric tags were used to follow changes in the relative protein abundance of 159 proteins. This is the first shotgun proteomics study in wheat, providing important insights into protein responses to drought as well as identifying the largest number of wheat proteins (1,299) in a single study. The changes in the three cultivars at the different time points reflected their differing physiological responses to drought, with the two drought tolerant varieties (Excalibur and RAC875) differing in their protein responses. Excalibur lacked significant changes in proteins during the initial onset of the water deficit in contrast to RAC875 that had a large number of significant changes. All three cultivars had changes consistent with an increase in oxidative stress metabolism and reactive O(2) species (ROS) scavenging capacity seen through increases in superoxide dismutases and catalases as well as ROS avoidance through the decreases in proteins involved in photosynthesis and the Calvin cycle.
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Affiliation(s)
- Kristina L. Ford
- Australian Centre for Plant Functional Genomics, School of Botany, University of MelbourneParkville, VIC, Australia
- The Australian Research Council Centre of Excellence in Plant Cell Walls, School of Botany, University of MelbourneParkville, VIC, Australia
| | - Andrew Cassin
- Australian Centre for Plant Functional Genomics, School of Botany, University of MelbourneParkville, VIC, Australia
| | - Antony Bacic
- Australian Centre for Plant Functional Genomics, School of Botany, University of MelbourneParkville, VIC, Australia
- The Australian Research Council Centre of Excellence in Plant Cell Walls, School of Botany, University of MelbourneParkville, VIC, Australia
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Krugman T, Peleg Z, Quansah L, Chagué V, Korol AB, Nevo E, Saranga Y, Fait A, Chalhoub B, Fahima T. Alteration in expression of hormone-related genes in wild emmer wheat roots associated with drought adaptation mechanisms. Funct Integr Genomics 2011; 11:565-83. [PMID: 21656015 DOI: 10.1007/s10142-011-0231-6] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2011] [Revised: 05/03/2011] [Accepted: 05/05/2011] [Indexed: 12/27/2022]
Abstract
Transcriptomic and metabolomic profiles were used to unravel drought adaptation mechanisms in wild emmer wheat (Triticum turgidum ssp. dicoccoides), the progenitor of cultivated wheat, by comparing the response to drought stress in roots of genotypes contrasting in drought tolerance. The differences between the drought resistant (R) and drought susceptible (S) genotypes were characterized mainly by shifts in expression of hormone-related genes (e.g., gibberellins, abscisic acid (ABA) and auxin), including biosynthesis, signalling and response; RNA binding; calcium (calmodulin, caleosin and annexin) and phosphatidylinositol signalling, in the R genotype. ABA content in the roots of the R genotype was higher in the well-watered treatment and increased in response to drought, while in the S genotype ABA was invariant. The metabolomic profiling revealed in the R genotype a higher accumulation of tricarboxylic acid cycle intermediates and drought-related metabolites, including glucose, trehalose, proline and glycine. The integration of transcriptomics and metabolomics results indicated that adaptation to drought included efficient regulation and signalling pathways leading to effective bio-energetic processes, carbon metabolism and cell homeostasis. In conclusion, mechanisms of drought tolerance were identified in roots of wild emmer wheat, supporting our previous studies on the potential of this genepool as a valuable source for novel candidate genes to improve drought tolerance in cultivated wheat.
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Affiliation(s)
- Tamar Krugman
- Department of Evolutionary and Environmental Biology, Institute of Evolution, Faculty of Natural Sciences, University of Haifa, Mt. Carmel, Haifa, Israel
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