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Bojórquez-Velázquez E, Zamora-Briseño JA, Barrera-Pacheco A, Espitia-Rangel E, Herrera-Estrella A, Barba de la Rosa AP. Comparative Proteomic Analysis of Wild and Cultivated Amaranth Species Seeds by 2-DE and ESI-MS/MS. PLANTS (BASEL, SWITZERLAND) 2024; 13:2728. [PMID: 39409597 PMCID: PMC11478449 DOI: 10.3390/plants13192728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 09/18/2024] [Accepted: 09/26/2024] [Indexed: 10/20/2024]
Abstract
Amaranth is a promising staple food that produces seeds with excellent nutritional quality. Although cultivated species intended for grain production have interesting agronomic traits, relatively little is known about wild species, which can prosper in diverse environments and could be a rich genetic source for crop improvement. This work focuses on the proteomic comparison between the seeds of wild and cultivated amaranth species using polarity-based protein extraction and two-dimensional gel electrophoresis. Differentially accumulated proteins (DAPs) showed changes in granule-bound starch synthases and a wide range of 11S globulin isoforms. The electrophoretic profile of these proteins suggests that they may contain significant phosphorylation as post-translational modifications (PTMs), which were confirmed via immunodetection. These PTMs may impact the physicochemical functionality of storage proteins, with potential implications for seed agronomic traits and food system applications. Low-abundant DAPs with highly variable accumulation patterns are also discussed; these were involved in diverse molecular processes, such as genic regulation, lipid storage, and stress response.
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Affiliation(s)
- Esaú Bojórquez-Velázquez
- Instituto Potosino de Investigación Científica y Tecnológica A. C., San Luis Potosí 78216, Mexico or (E.B.-V.); (A.B.-P.)
- Red de Estudios Moleculares Avanzados, Campus III, Instituto de Ecología A. C., Xalapa 91073, Mexico;
| | | | - Alberto Barrera-Pacheco
- Instituto Potosino de Investigación Científica y Tecnológica A. C., San Luis Potosí 78216, Mexico or (E.B.-V.); (A.B.-P.)
| | - Eduardo Espitia-Rangel
- Instituto Nacional de Investigaciones Forestales Agrícolas y Pecuarias, Texcoco 56250, Mexico;
| | | | - Ana Paulina Barba de la Rosa
- Instituto Potosino de Investigación Científica y Tecnológica A. C., San Luis Potosí 78216, Mexico or (E.B.-V.); (A.B.-P.)
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2
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Lakhneko O, Stasik O, Škultéty Ľ, Kiriziy D, Sokolovska-Sergiienko O, Kovalenko M, Danchenko M. Transient drought during flowering modifies the grain proteome of bread winter wheat. FRONTIERS IN PLANT SCIENCE 2023; 14:1181834. [PMID: 37441186 PMCID: PMC10333505 DOI: 10.3389/fpls.2023.1181834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 06/07/2023] [Indexed: 07/15/2023]
Abstract
Drought is among the most limiting factors for sustainable agricultural production. Water shortage at the onset of flowering severely affects the quality and quantity of grain yield of bread wheat (Triticum aestivum). Herein, we measured oxidative stress and photosynthesis-related parameters upon applying transient drought on contrasting wheat cultivars at the flowering stage of ontogenesis. The sensitive cultivar (Darunok Podillia) showed ineffective water management and a more severe decline in photosynthesis. Apparently, the tolerant genotype (Odeska 267) used photorespiration to dissipate excessive light energy. The tolerant cultivar sooner induced superoxide dismutase and showed less inhibited photosynthesis. Such a protective effect resulted in less affected yield and spectrum of seed proteome. The tolerant cultivar had a more stable gluten profile, which defines bread-making quality, upon drought. Water deficit caused the accumulation of medically relevant proteins: (i) components of gluten in the sensitive cultivar and (ii) metabolic proteins in the tolerant cultivar. We propose specific proteins for further exploration as potential markers of drought tolerance for guiding efficient breeding: thaumatin-like protein, 14-3-3 protein, peroxiredoxins, peroxidase, FBD domain protein, and Ap2/ERF plus B3 domain protein.
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Affiliation(s)
- Olha Lakhneko
- Institute of Cell Biology and Genetic Engineering, National Academy of Sciences of Ukraine, Kyiv, Ukraine
- Institute of Plant Genetics and Biotechnology, Plant Science Biodiversity Centre, Slovak Academy of Sciences, Nitra, Slovakia
| | - Oleg Stasik
- Institute of Plant Physiology and Genetics, National Academy of Sciences of Ukraine, Kyiv, Ukraine
| | - Ľudovit Škultéty
- Institute of Virology, Biomedical Research Centre, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Dmytro Kiriziy
- Institute of Plant Physiology and Genetics, National Academy of Sciences of Ukraine, Kyiv, Ukraine
| | | | - Mariia Kovalenko
- Educational and Scientific Centre (ESC) “Institute of Biology and Medicine”, Taras Shevchenko National University of Kyiv, Kyiv, Ukraine
| | - Maksym Danchenko
- Institute of Plant Genetics and Biotechnology, Plant Science Biodiversity Centre, Slovak Academy of Sciences, Nitra, Slovakia
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3
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Abstract
Wheat grain development is an important biological process to determine grain yield and quality, which is controlled by the interplay of genetic, epigenetic, and environmental factors. Wheat grain development has been extensively characterized at the phenotypic and genetic levels. The advent of innovative molecular technologies allows us to characterize genes, proteins, and regulatory factors involved in wheat grain development, which have enhanced our understanding of the wheat seed development process. However, wheat is an allohexaploid with a large genome size, the molecular mechanisms underlying the wheat grain development have not been well understood as those in diploids. Understanding grain development, and how it is regulated, is of fundamental importance for improving grain yield and quality through conventional breeding or genetic engineering. Herein, we review the current discoveries on the molecular mechanisms underlying wheat grain development. Notably, only a handful of genes that control wheat grain development have, thus far, been well characterized, their interplay underlying the grain development remains elusive. The synergistic network-integrated genomics and epigenetics underlying wheat grain development and how the subgenome divergence dynamically and precisely regulates wheat grain development are unknown.
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Affiliation(s)
- Yiling Wang
- College of Life Science, Shanxi Normal University, Taiyuan, China
| | - Genlou Sun
- Biology Department, Saint Mary's University, Halifax, Canada
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4
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Sehgal D, Dhakate P, Ambreen H, Shaik KHB, Rathan ND, Anusha NM, Deshmukh R, Vikram P. Wheat Omics: Advancements and Opportunities. PLANTS (BASEL, SWITZERLAND) 2023; 12:426. [PMID: 36771512 PMCID: PMC9919419 DOI: 10.3390/plants12030426] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 12/07/2022] [Accepted: 12/14/2022] [Indexed: 06/18/2023]
Abstract
Plant omics, which includes genomics, transcriptomics, metabolomics and proteomics, has played a remarkable role in the discovery of new genes and biomolecules that can be deployed for crop improvement. In wheat, great insights have been gleaned from the utilization of diverse omics approaches for both qualitative and quantitative traits. Especially, a combination of omics approaches has led to significant advances in gene discovery and pathway investigations and in deciphering the essential components of stress responses and yields. Recently, a Wheat Omics database has been developed for wheat which could be used by scientists for further accelerating functional genomics studies. In this review, we have discussed various omics technologies and platforms that have been used in wheat to enhance the understanding of the stress biology of the crop and the molecular mechanisms underlying stress tolerance.
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Affiliation(s)
- Deepmala Sehgal
- International Maize and Wheat Improvement Center (CIMMYT), El Batán, Texcoco 56237, Mexico
- Syngenta, Jealott’s Hill International Research Centre, Bracknell, Berkshire RG42 6EY, UK
| | - Priyanka Dhakate
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi 110076, India
| | - Heena Ambreen
- School of Life Sciences, University of Sussex, Brighton BN1 9RH, UK
| | - Khasim Hussain Baji Shaik
- Faculty of Agriculture Sciences, Georg-August-Universität, Wilhelmsplatz 1, 37073 Göttingen, Germany
| | - Nagenahalli Dharmegowda Rathan
- Indian Agricultural Research Institute (ICAR-IARI), New Delhi 110012, India
- Corteva Agriscience, Hyderabad 502336, Telangana, India
| | | | - Rupesh Deshmukh
- Department of Biotechnology, Central University of Haryana, Mahendragarh 123031, Haryana, India
| | - Prashant Vikram
- Bioseed Research India Ltd., Hyderabad 5023324, Telangana, India
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5
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Lu F, Duan W, Cui Y, Zhang J, Zhu D, Zhang M, Yan Y. 2D-DIGE based proteome analysis of wheat-Thinopyrum intermedium 7XL/7DS translocation line under drought stress. BMC Genomics 2022; 23:369. [PMID: 35568798 PMCID: PMC9107758 DOI: 10.1186/s12864-022-08599-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 05/03/2022] [Indexed: 11/29/2022] Open
Abstract
Background Drought stress is the most limiting factor for plant growth and crop production worldwide. As a major cereal crop, wheat is susceptible to drought. Thus, discovering and utilizing drought-tolerant gene resources from related species are highly important for improving wheat drought resistance. In this study, the drought tolerance of wheat Zhongmai 8601-Thinopyrum intermedium 7XL/7DS translocation line YW642 was estimated under drought stress, and then two-dimensional difference gel electrophoresis (2D-DIGE) based proteome analysis of the developing grains was performed to uncover the drought-resistant proteins. Results The results showed that 7XL/7DS translocation possessed a better drought-tolerance compared to Zhongmai 8601. 2D-DIGE identified 146 differential accumulation protein (DAP) spots corresponding to 113 unique proteins during five grain developmental stages of YW642 under drought stress. Among them, 55 DAP spots corresponding to 48 unique proteins displayed an upregulated expression, which were mainly involved in stress/defense, energy metabolism, starch metabolism, protein metabolism/folding and transport. The cis-acting element analysis revealed that abundant stress-related elements were present in the promoter regions of the drought-responsive protein genes, which could play important roles in drought defense. RNA-seq and RT-qPCR analyses revealed that some regulated DAP genes also showed a high expression level in response to drought stress. Conclusions Our results indicated that Wheat-Th. intermedium 7XL/7DS translocation line carried abundant drought-resistant proteins that had potential application values for wheat drought tolerance improvement. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-022-08599-1.
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Affiliation(s)
- Fengkun Lu
- Beijing Key Laboratory of Plant Gene Resources and Biotechnology for Carbon Reduction and Environmental Improvement, College of Life Science, Capital Normal University, Beijing, 100048, China
| | - Wenjing Duan
- Beijing Key Laboratory of Plant Gene Resources and Biotechnology for Carbon Reduction and Environmental Improvement, College of Life Science, Capital Normal University, Beijing, 100048, China
| | - Yue Cui
- Beijing Key Laboratory of Plant Gene Resources and Biotechnology for Carbon Reduction and Environmental Improvement, College of Life Science, Capital Normal University, Beijing, 100048, China
| | - Junwei Zhang
- Beijing Key Laboratory of Plant Gene Resources and Biotechnology for Carbon Reduction and Environmental Improvement, College of Life Science, Capital Normal University, Beijing, 100048, China
| | - Dong Zhu
- Beijing Key Laboratory of Plant Gene Resources and Biotechnology for Carbon Reduction and Environmental Improvement, College of Life Science, Capital Normal University, Beijing, 100048, China
| | - Ming Zhang
- College of Agricultural and Biological Engineering (College of Tree Peony), Heze University, 2269 Daxue Road, Heze, 274015, Shandong, China.
| | - Yueming Yan
- Beijing Key Laboratory of Plant Gene Resources and Biotechnology for Carbon Reduction and Environmental Improvement, College of Life Science, Capital Normal University, Beijing, 100048, China.
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Li T, Zhu D, Han Z, Zhang J, Zhang M, Yan Y. Label-Free Quantitative Proteome Analysis Reveals the Underlying Mechanisms of Grain Nuclear Proteins Involved in Wheat Water-Deficit Response. FRONTIERS IN PLANT SCIENCE 2021; 12:748487. [PMID: 34759942 PMCID: PMC8572964 DOI: 10.3389/fpls.2021.748487] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 10/05/2021] [Indexed: 06/13/2023]
Abstract
In this study, we performed the first nuclear proteome analysis of wheat developing grains under water deficit by using a label-free based quantitative proteomic approach. In total, we identified 625 unique proteins as differentially accumulated proteins (DAPs), of which 398 DAPs were predicted to be localized in nucleus. Under water deficit, 146 DAPs were up-regulated and mainly involved in the stress response and oxidation-reduction process, while 252 were down-regulated and mainly participated in translation, the cellular amino metabolic process, and the oxidation-reduction process. The cis-acting elements analysis of the key nuclear DAPs encoding genes demonstrated that most of these genes contained the same cis-acting elements in the promoter region, mainly including ABRE involved in abscisic acid response, antioxidant response element, MYB responsive to drought regulation and MYC responsive to early drought. The cis-acting elements related to environmental stress and hormones response were relatively abundant. The transcription expression profiling of the nuclear up-regulated DAPs encoding genes under different organs, developmental stages and abiotic stresses was further detected by RNA-seq and Real-time quantitative polymerase chain reaction, and more than 50% of these genes showed consistency between transcription and translation expression. Finally, we proposed a putative synergistic responsive network of wheat nuclear proteome to water deficit, revealing the underlying mechanisms of wheat grain nuclear proteome in response to water deficit.
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Affiliation(s)
- Tingting Li
- Beijing Key Laboratory of Plant Gene Resources and Biotechnology for Carbon Reduction and Environmental Improvement, College of Life Sciences, Capital Normal University, Beijing, China
| | - Dong Zhu
- Beijing Key Laboratory of Plant Gene Resources and Biotechnology for Carbon Reduction and Environmental Improvement, College of Life Sciences, Capital Normal University, Beijing, China
| | - Zhisheng Han
- Beijing Key Laboratory of Plant Gene Resources and Biotechnology for Carbon Reduction and Environmental Improvement, College of Life Sciences, Capital Normal University, Beijing, China
| | - Junwei Zhang
- Beijing Key Laboratory of Plant Gene Resources and Biotechnology for Carbon Reduction and Environmental Improvement, College of Life Sciences, Capital Normal University, Beijing, China
| | - Ming Zhang
- College of Agricultural and Biological Engineering (College of Tree Peony), Heze University, Heze, China
| | - Yueming Yan
- Beijing Key Laboratory of Plant Gene Resources and Biotechnology for Carbon Reduction and Environmental Improvement, College of Life Sciences, Capital Normal University, Beijing, China
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7
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Chen X, Zhu Y, Ding Y, Pan R, Shen W, Yu X, Xiong F. The relationship between characteristics of root morphology and grain filling in wheat under drought stress. PeerJ 2021; 9:e12015. [PMID: 34466293 PMCID: PMC8380422 DOI: 10.7717/peerj.12015] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 07/29/2021] [Indexed: 11/20/2022] Open
Abstract
Drought is a common yield limiting factor in wheat production and has become a significant threat to global food security. Root system is the organ responsible for water uptake from soil and root growth is closely associated with yield and quality of wheat. However, the relationship between morphological and structural characteristics of root growth and caryopsis enrichment in wheat under drought stress is unclear. In this study, two wheat cultivars (YM13 and YN19) were treated with drought from flowering to caryopsis maturity stage. The changes in morphological structure of roots and characteristics of endosperm enrichment were investigated. Drought stress significantly reduced the root length, plant height, root dry weight and aboveground parts dry weight, whereas the root-shoot ratio of YM13 and YN19 increased by 17.65% and 8.33% under drought stress, respectively. The spike length, spike weight, grains number per spike and 1,000-grains weight of mature wheat also significantly declined under drought stress. Meanwhile, the cross section structure of roots was changed with the enlargement of vascular cylinder and dense distribution of xylem vessels under drought stress. Additionally, drought stress affected the substance enrichment in wheat caryopses, decreasing starch accumulation and increasing protein accumulation of endosperm. Correlation analysis suggested that the root length was closely correlated with the relative areas of amyloplast (0.51) and protein body (0.70), and drought stress increased the correlation coefficient (0.79 and 0.78, respectively). While the root dry weight had a significantly positive correlation with the plant height and aboveground parts dry weight. The results can provide theoretical basis for root architecture optimization, water-saving and high-yield cultivation and quality improvement in wheat.
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Affiliation(s)
- Xinyu Chen
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Co-Innovation Center for Modern Production Technology of Grain Crops/Joint International Research Laboratory of Agriculture & Agri-Product Safety of the Ministry of Education, Yangzhou University, Yangzhou, Jiangsu, China
| | - Yu Zhu
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Co-Innovation Center for Modern Production Technology of Grain Crops/Joint International Research Laboratory of Agriculture & Agri-Product Safety of the Ministry of Education, Yangzhou University, Yangzhou, Jiangsu, China
| | - Yuan Ding
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Co-Innovation Center for Modern Production Technology of Grain Crops/Joint International Research Laboratory of Agriculture & Agri-Product Safety of the Ministry of Education, Yangzhou University, Yangzhou, Jiangsu, China
| | - Rumo Pan
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Co-Innovation Center for Modern Production Technology of Grain Crops/Joint International Research Laboratory of Agriculture & Agri-Product Safety of the Ministry of Education, Yangzhou University, Yangzhou, Jiangsu, China
| | - Wenyuan Shen
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Co-Innovation Center for Modern Production Technology of Grain Crops/Joint International Research Laboratory of Agriculture & Agri-Product Safety of the Ministry of Education, Yangzhou University, Yangzhou, Jiangsu, China
| | - Xurun Yu
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Co-Innovation Center for Modern Production Technology of Grain Crops/Joint International Research Laboratory of Agriculture & Agri-Product Safety of the Ministry of Education, Yangzhou University, Yangzhou, Jiangsu, China
| | - Fei Xiong
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Co-Innovation Center for Modern Production Technology of Grain Crops/Joint International Research Laboratory of Agriculture & Agri-Product Safety of the Ministry of Education, Yangzhou University, Yangzhou, Jiangsu, China
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8
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Zhang S, Ghatak A, Bazargani MM, Bajaj P, Varshney RK, Chaturvedi P, Jiang D, Weckwerth W. Spatial distribution of proteins and metabolites in developing wheat grain and their differential regulatory response during the grain filling process. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2021; 107:669-687. [PMID: 34227164 PMCID: PMC9291999 DOI: 10.1111/tpj.15410] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 06/06/2021] [Accepted: 06/25/2021] [Indexed: 05/03/2023]
Abstract
Grain filling and grain development are essential biological processes in the plant's life cycle, eventually contributing to the final seed yield and quality in all cereal crops. Studies of how the different wheat (Triticum aestivum L.) grain components contribute to the overall development of the seed are very scarce. We performed a proteomics and metabolomics analysis in four different developing components of the wheat grain (seed coat, embryo, endosperm, and cavity fluid) to characterize molecular processes during early and late grain development. In-gel shotgun proteomics analysis at 12, 15, 20, and 26 days after anthesis (DAA) revealed 15 484 identified and quantified proteins, out of which 410 differentially expressed proteins were identified in the seed coat, 815 in the embryo, 372 in the endosperm, and 492 in the cavity fluid. The abundance of selected protein candidates revealed spatially and temporally resolved protein functions associated with development and grain filling. Multiple wheat protein isoforms involved in starch synthesis such as sucrose synthases, starch phosphorylase, granule-bound and soluble starch synthase, pyruvate phosphate dikinase, 14-3-3 proteins as well as sugar precursors undergo a major tissue-dependent change in abundance during wheat grain development suggesting an intimate interplay of starch biosynthesis control. Different isoforms of the protein disulfide isomerase family as well as glutamine levels, both involved in the glutenin macropolymer pattern, showed distinct spatial and temporal abundance, revealing their specific role as indicators of wheat gluten quality. Proteins binned into the functional category of cell growth/division and protein synthesis/degradation were more abundant in the early stages (12 and 15 DAA). At the metabolome level all tissues and especially the cavity fluid showed highly distinct metabolite profiles. The tissue-specific data are integrated with biochemical networks to generate a comprehensive map of molecular processes during grain filling and developmental processes.
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Affiliation(s)
- Shuang Zhang
- Department of Functional and Evolutionary EcologyMolecular Systems Biology Lab (MOSYS)University of ViennaAlthanstrasse 14ViennaA‐1090Austria
| | - Arindam Ghatak
- Department of Functional and Evolutionary EcologyMolecular Systems Biology Lab (MOSYS)University of ViennaAlthanstrasse 14ViennaA‐1090Austria
| | | | - Prasad Bajaj
- Centre of Excellence in Genomics and Systems BiologyInternational Crops Research Institute for the Semi‐Arid Tropics (ICRISAT)Hyderabad502324India
| | - Rajeev K. Varshney
- Centre of Excellence in Genomics and Systems BiologyInternational Crops Research Institute for the Semi‐Arid Tropics (ICRISAT)Hyderabad502324India
- State Agricultural Biotechnology CentreCentre for Crop and Food InnovationMurdoch UniversityMurdochWA6150Australia
| | - Palak Chaturvedi
- Department of Functional and Evolutionary EcologyMolecular Systems Biology Lab (MOSYS)University of ViennaAlthanstrasse 14ViennaA‐1090Austria
| | - Dong Jiang
- National Technique Innovation Center for Regional Wheat Production/Key Laboratory of Crop EcophysiologyMinistry of Agriculture/Nanjing Agricultural UniversityNanjing210095China
| | - Wolfram Weckwerth
- Department of Functional and Evolutionary EcologyMolecular Systems Biology Lab (MOSYS)University of ViennaAlthanstrasse 14ViennaA‐1090Austria
- Vienna Metabolomics Center (VIME)University of ViennaAlthanstrasse 14ViennaA‐1090Austria
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9
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Wang B, Lu J, Zheng J, Yu Z. iTRAQ-facilitated proteomic analysis of Bacillus cereus via degradation of malachite green. J Microbiol 2021; 59:142-150. [PMID: 33527315 DOI: 10.1007/s12275-021-0441-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 11/30/2020] [Accepted: 12/01/2020] [Indexed: 01/13/2023]
Abstract
The wide use of malachite green (MG) as a dye has caused substantial concern owing to its toxicity. Bacillus cereus can against the toxic effect of MG and efficiently decolourise it. However, detailed information regarding its underlying adaptation and degradation mechanisms based on proteomic data is scarce. In this study, the isobaric tags for relative and absolute quantitation (iTRAQ)-facilitated quantitative method was applied to analyse the molecular mechanisms by which B. cereus degrades MG. Based on this analysis, 209 upregulated proteins and 198 downregulated proteins were identified with a false discovery rate of 1% or less during MG biodegradation. Gene ontology and KEGG analysis determined that the differentially expressed proteins were enriched in metabolic processes, catalytic activity, antioxidant activity, and responses to stimuli. Furthermore, real-time qPCR was utilised to further confirm the regulated proteins involved in benzoate degradation. The proteins BCE_4076 (Acetyl-CoA acetyltransferase), BCE_5143 (Acetyl-CoA acetyltransferase), BCE_5144 (3-hydroxyacyl-CoA dehydrogenase), BCE_4651 (Enoyl-CoA hydratase), and BCE_5474 (3-hydroxyacyl-CoA dehydrogenase) involved in the benzoate degradation pathway may play an important role in the biodegradation of MG by B. cereus. The results of this study not only provide a comprehensive view of proteomic changes in B. cereus upon MG loading but also shed light on the mechanism underlying MG biodegradation by B. cereus.
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Affiliation(s)
- Bobo Wang
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, 100049, P. R. China
| | - Jing Lu
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, 100049, P. R. China
| | - Junfang Zheng
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Capital Medical University, Beijing, 100069, P. R. China
| | - Zhisheng Yu
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, 100049, P. R. China.
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10
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Duan W, Zhu G, Zhu D, Yan Y. Dynamic proteome changes of wheat developing grains in response to water deficit and high-nitrogen fertilizer conditions. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2020; 156:471-483. [PMID: 33038690 DOI: 10.1016/j.plaphy.2020.08.022] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 07/31/2020] [Accepted: 08/08/2020] [Indexed: 05/12/2023]
Abstract
This study investigated grain proteomic profiles in response to water deficit, high nitrogen (N) fertilizer, and their combined treatments in elite Chinese bread wheat cultivar Jingdong 17, using a two-dimensional difference gel electrophoresis (2D-DIGE)-based approach. Water deficit negatively affected the main agronomic traits of wheat and grain yield, while high-N fertilizer had the opposite effects. The application of a high-N fertilizer under water deficit conditions moderately improved kernel development and grain yield. 2D-DIGE led to the identification of 124 differentially accumulated protein (DAP) spots during five different grain developmental stages, corresponding to 97 unique proteins. The more significant changes of DAPs occurred at 10-20 days after flowering. DAPs were involved in carbohydrate metabolism, protein turnover, protein folding, cell cycle control, stress response, nitrogen metabolism, photosynthesis, and energy metabolism. In particular, water deficit caused a significant downregulation of proteins involved in starch biosynthesis, whereas high-N fertilizer led to a significant upregulation of proteins involved in nitrogen metabolism, carbohydrate metabolism, and starch biosynthesis. The combined treatment resulted in a moderate upregulation of DAPs related to carbohydrate metabolism, starch biosynthesis, and nitrogen metabolism. Our results indicated that high-N fertilization could alleviate yield loss caused by water deficit by promoting the accumulation of proteins involved in nitrogen and carbohydrate metabolism.
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Affiliation(s)
- Wenjing Duan
- College of Life Science, Capital Normal University, 100048, Beijing, China.
| | - Gengrui Zhu
- College of Life Science, Capital Normal University, 100048, Beijing, China.
| | - Dong Zhu
- College of Life Science, Capital Normal University, 100048, Beijing, China
| | - Yueming Yan
- College of Life Science, Capital Normal University, 100048, Beijing, China; Hubei Collaborative Innovation Center for Grain Industry (HCICGI), Yangtze University, 434025, Jingzhou, China.
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11
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Moosavi SS, Abdi F, Abdollahi MR, Tahmasebi-Enferadi S, Maleki M. Phenological, morpho-physiological and proteomic responses of Triticum boeoticum to drought stress. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2020; 156:95-104. [PMID: 32920225 DOI: 10.1016/j.plaphy.2020.08.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2020] [Revised: 07/27/2020] [Accepted: 08/05/2020] [Indexed: 06/11/2023]
Abstract
Drought is the most important abiotic stress limiting wheat production worldwide. Triticum boeoticum, as wild wheat, is a rich gene pool for breeding for drought stress tolerance. In this study, to identify the most drought-tolerant and susceptible genotypes, ten T. boeoticum accessions were evaluated under non-stress and drought-stress conditions for two years. Among the studied traits, water-use efficiency (WUE) was suggested as the most important trait to identify drought-tolerant genotypes. According to the desirable and undesirable areas of the bi-plot, Tb5 and Tb6 genotypes were less and more affected by drought stress, respectively. Therefore, their flag-leaves proteins were used for two-dimensional gel electrophoresis. While, Tb5 contained a high amount of yield, yield components, and WUE, Tb6 had higher levels of water use, phenological related traits, and root related characters. Of the 235 spots found in the studied accessions, 14 spots (11 and 3 spots of Tb5 and Tb6, respectively) were selected for sequencing. Of these 14 spots, 9 and 5 spots were upregulated and downregulated, respectively. The identified proteins were grouped into six functional protein clusters, which were mainly involved in photosynthesis (36%), carbohydrate metabolism (29%), chaperone (7%), oxidation and reduction (7%), lipid metabolism and biological properties of the membrane (7%) and unknown function (14%). We report for the first time that MICP, in the group of lipid metabolism proteins, was significantly changed into wild wheat in response to drought stress. Maybe, the present-identified proteins could play an important role to understand the molecular pathways of wheat drought tolerance. We believe comparing and evaluating the similarity-identified proteins of T. boeoticum with the previously identified proteins of Aegilops tauschii, can provide a new direction to improve wheat tolerance to drought stress.
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Affiliation(s)
- Sayyed Saeed Moosavi
- Department of Agronomy and Plant Breeding, Faculty of Agriculture, Bu-Ali Sina University, Hamedan, Iran.
| | - Fatemeh Abdi
- Department of Agronomy and Plant Breeding, Faculty of Agriculture, Bu-Ali Sina University, Hamedan, Iran
| | - Mohammad Reza Abdollahi
- Department of Agronomy and Plant Breeding, Faculty of Agriculture, Bu-Ali Sina University, Hamedan, Iran
| | - Sattar Tahmasebi-Enferadi
- Department of Molecular Plant Biotechnology, Faculty of Agricultural Biotechnology, National Institute of Genetic Engineering and Biotechnology, Tehran, Iran
| | - Mahmood Maleki
- Department of Biotechnology, Institute of Science and High Technology and Environmental Science, Graduate University of Advanced Technology, Kerman, Iran
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12
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Zhang L, Zhang H, Yang S. Cytosolic TaGAPC2 Enhances Tolerance to Drought Stress in Transgenic Arabidopsis Plants. Int J Mol Sci 2020; 21:ijms21207499. [PMID: 33053684 PMCID: PMC7590034 DOI: 10.3390/ijms21207499] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 10/02/2020] [Accepted: 10/04/2020] [Indexed: 11/16/2022] Open
Abstract
Drought is a major natural disaster that seriously affects agricultural production, especially for winter wheat in boreal China. As functional proteins, the functions and mechanisms of glyceraldehyde-3-phosphate dehydrogenase in cytoplasm (GAPCs) have remained little investigated in wheat subjected to adverse environmental conditions. In this study, we cloned and characterized a GAPC isoform TaGAPC2 in wheat. Over-expression of TaGApC2-6D in Arabidopsis led to enhanced root length, reduced reactive oxygen species (ROS) production, and elevated drought tolerance. In addition, the dual-luciferase assays showed that TaWRKY28/33/40/47 could positively regulate the expression of TaGApC2-6A and TaGApC2-6D. Further results of the yeast two-hybrid system and bimolecular fluorescence complementation assay (BiFC) demonstrate that TaPLDδ, an enzyme producing phosphatidic acid (PA), could interact with TaGAPC2-6D in plants. These results demonstrate that TaGAPC2 regulated by TaWRKY28/33/40/47 plays a crucial role in drought tolerance, which may influence the drought stress conditions via interaction with TaPLDδ. In conclusion, our results establish a new positive regulation mechanism of TaGAPC2 that helps wheat fine-tune its drought response.
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13
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Olalde-Portugal V, Cabrera-Ponce JL, Gastelum-Arellanez A, Guerrero-Rangel A, Winkler R, Valdés-Rodríguez S. Proteomic analysis and interactions network in leaves of mycorrhizal and nonmycorrhizal sorghum plants under water deficit. PeerJ 2020; 8:e8991. [PMID: 32351787 PMCID: PMC7183753 DOI: 10.7717/peerj.8991] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 03/26/2020] [Indexed: 11/21/2022] Open
Abstract
For understanding the water deficit stress mechanism in sorghum, we conducted a physiological and proteomic analysis in the leaves of Sorghum bicolor L. Moench (a drought tolerant crop model) of non-colonized and colonized plants with a consortium of arbuscular mycorrhizal fungi. Physiological results indicate that mycorrhizal fungi association enhances growth and photosynthesis in plants, under normal and water deficit conditions. 2D-electrophoresis profiles revealed 51 differentially accumulated proteins in response to water deficit, of which HPLC/MS successfully identified 49. Bioinformatics analysis of protein–protein interactions revealed the participation of different metabolic pathways in nonmycorrhizal compared to mycorrhizal sorghum plants under water deficit. In noninoculated plants, the altered proteins are related to protein synthesis and folding (50S ribosomal protein L1, 30S ribosomal protein S10, Nascent polypeptide-associated complex subunit alpha), coupled with multiple signal transduction pathways, guanine nucleotide-binding beta subunit (Rack1) and peptidyl-prolyl-cis-trans isomerase (ROC4). In contrast, in mycorrhizal plants, proteins related to energy metabolism (ATP synthase-24kDa, ATP synthase β), carbon metabolism (malate dehydrogenase, triosephosphate isomerase, sucrose-phosphatase), oxidative phosphorylation (mitochondrial-processing peptidase) and sulfur metabolism (thiosulfate/3-mercaptopyruvate sulfurtransferase) were found. Our results provide a set of proteins of different metabolic pathways involved in water deficit produced by sorghum plants alone or associated with a consortium of arbuscular mycorrhizal fungi isolated from the tropical rain forest Los Tuxtlas Veracruz, México.
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Affiliation(s)
- Víctor Olalde-Portugal
- Departamento de Biotecnología y Bioquímica, Centro de Investigación y de Estudios Avanzados del IPN-Unidad Irapuato, Irapuato, Guanajuato, México
| | - José Luis Cabrera-Ponce
- Departamento de Ingeniería Genética, Centro de Investigación y de Estudios Avanzados del IPN-Unidad Irapuato, Irapuato, Guanajuato, México
| | - Argel Gastelum-Arellanez
- Área de Medio Ambiente y Biotecnología, Cátedra CONACYT. Centro de Innovación Aplicada en Tecnologías Competitivas A.C. (CIATEC AC), León, Guanajuato, México
| | - Armando Guerrero-Rangel
- Departamento de Biotecnología y Bioquímica, Centro de Investigación y de Estudios Avanzados del IPN-Unidad Irapuato, Irapuato, Guanajuato, México
| | - Robert Winkler
- Departamento de Biotecnología y Bioquímica, Centro de Investigación y de Estudios Avanzados del IPN-Unidad Irapuato, Irapuato, Guanajuato, México
| | - Silvia Valdés-Rodríguez
- Departamento de Biotecnología y Bioquímica, Centro de Investigación y de Estudios Avanzados del IPN-Unidad Irapuato, Irapuato, Guanajuato, México
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14
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Zhang L, Lei D, Deng X, Li F, Ji H, Yang S. Cytosolic glyceraldehyde-3-phosphate dehydrogenase 2/5/6 increase drought tolerance via stomatal movement and reactive oxygen species scavenging in wheat. PLANT, CELL & ENVIRONMENT 2020; 43:836-853. [PMID: 31873939 DOI: 10.1111/pce.13710] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2019] [Revised: 12/18/2019] [Accepted: 12/19/2019] [Indexed: 05/07/2023]
Abstract
Drought is a major threat to wheat growth and crop productivity. However, there has been only limited success in developing drought-hardy cultivars. This lack of progress is due, at least in part, to a lack of understanding of the molecular mechanisms of drought tolerance in wheat. Here, we evaluated the potential role of three cytosolic glyceraldehyde-3-phosphate dehydrogenases (TaGAPC2/5/6) under drought stress in wheat and Arabidopsis. We found that TaGAPC2/5/6 all positively responded to drought stress via reactive oxygen species (ROS) scavenging and stomatal movement. The results of yeast co-transformation and electrophoretic mobility shift assay showed that TaWRKY33 acted as a direct regulator of TaGAPC2/5/6 genes. The dual luciferase reporter assay indicated that TaWRKY33 positively activated the expression of TaGAPC2/5/6. The results of bimolecular fluorescence complementation and yeast two-hybrid system demonstrated that TaGAPC2/5/6 interacted with phospholipase Dδ (PLDδ). We then demonstrated that TaGAPC2/5/6 positively promoted the activity of TaPLDδ in vitro and in vivo. Furthermore, lower PLDδ activity in RNAi wheat could lead to less PA accumulation, causing higher stomatal aperture sizes under drought stress. In summary, our results establish a new positive regulatory mechanism of TaGAPCs which helps wheat fine-tune their drought responses.
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Affiliation(s)
- Lin Zhang
- College of Life Sciences, Northwest A&F University, Yangling, People's Republic of China
| | - Daili Lei
- College of Life Sciences, Northwest A&F University, Yangling, People's Republic of China
| | - Xia Deng
- College of Life Sciences, Northwest A&F University, Yangling, People's Republic of China
| | - Fangfang Li
- College of Life Sciences, Northwest A&F University, Yangling, People's Republic of China
| | - Haikun Ji
- College of Life Sciences, Northwest A&F University, Yangling, People's Republic of China
| | - Shushen Yang
- College of Life Sciences, Northwest A&F University, Yangling, People's Republic of China
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15
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Effects of Independent and Combined Water-Deficit and High-Nitrogen Treatments on Flag Leaf Proteomes during Wheat Grain Development. Int J Mol Sci 2020; 21:ijms21062098. [PMID: 32204325 PMCID: PMC7139553 DOI: 10.3390/ijms21062098] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Revised: 03/04/2020] [Accepted: 03/05/2020] [Indexed: 11/29/2022] Open
Abstract
We present the first comprehensive proteome analysis of wheat flag leaves under water-deficit, high-nitrogen (N) fertilization, and combined treatments during grain development in the field. Physiological and agronomic trait analyses showed that leaf relative water content, total chlorophyll content, photosynthetic efficiency, and grain weight and yield were significantly reduced under water-deficit conditions, but dramatically enhanced under high-N fertilization and moderately promoted under the combined treatment. Two-dimensional electrophoresis detected 72 differentially accumulated protein (DAP) spots representing 65 unique proteins, primarily involved in photosynthesis, signal transduction, carbohydrate metabolism, redox homeostasis, stress defense, and energy metabolism. DAPs associated with photosynthesis and protein folding showed significant downregulation and upregulation in response to water-deficit and high-N treatments, respectively. The combined treatment caused a moderate upregulation of DAPs related to photosynthesis and energy and carbohydrate metabolism, suggesting that high-N fertilization can alleviate losses in yield caused by water-deficit conditions by enhancing leaf photosynthesis and grain storage compound synthesis.
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16
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Hu J, Wang J, Deng X, Yan Y. Cloning and characterization of special HMW glutenin subunit genes from Aegilops longissima L. and their potential for wheat quality improvement. 3 Biotech 2019; 9:267. [PMID: 31218178 PMCID: PMC6570732 DOI: 10.1007/s13205-019-1803-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Accepted: 06/07/2019] [Indexed: 11/28/2022] Open
Abstract
Identification and cloning of new glutenin genes from wheat-related species can provide candidate gene resources for quality improvement of wheat. In this study, ten special high-molecular-weight glutenin subunits (HMW-GS), including five x-type (1Sl2x, 1Sl16x, 1Sl17x, 1Sl23x, and 1Sl25x) and five y-type (1Sl2y, 1Sl6y1, 1Sl16y, 1Sl17y, and 1Sl23y) from Aegilops longissima L. (SlSl, 2n = 2x = 14) were identified, and their complete encoding genes were cloned by allelic-specific polymerase chain reaction (AS-PCR). The deduced amino acid (aa) residues of the x-type subunit genes ranged from 821 aa (2469 bp) to 941 aa (2829 bp), while those of the y-type subunit genes varied from 749 aa (2250 bp) to 771 aa (2361 bp). These special HMW-GS had a longer central repetitive domain with more glutamine repeats and glutamine residues compared to the previously characterized HMW-GS in common wheat, which provided a structural basis for superior gluten quality formation. The authenticity of the four cloned genes were verified by matrix-assisted laser desorption ionization time-of-flight/time-of-flight mass spectrometry (MALDI-TOF/TOF-MS). Abundant single-nucleotide polymorphism (SNP) and insertion/deletion (InDel) variations among these genes were identified, which would benefit for developing specific molecular markers used for wheat gluten quality improvement. Phylogenetic analysis revealed that the 1Sl-encoded HMW-GS had close relationships with those from bread wheat, which were divergent from Triticum species at 2.10-10.00 million years ago. Our results indicate that the 1Sl genome contains superior candidate glutenin genes that have potential application values for the improvement of wheat bread making quality.
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Affiliation(s)
- Jinxin Hu
- College of Life Science, Capital Normal University, Beijing, Xisanhuan Beilu 105, Beijing, 100048 China
| | - Jian Wang
- College of Life Science, Capital Normal University, Beijing, Xisanhuan Beilu 105, Beijing, 100048 China
| | - Xiong Deng
- College of Life Science, Capital Normal University, Beijing, Xisanhuan Beilu 105, Beijing, 100048 China
| | - Yueming Yan
- College of Life Science, Capital Normal University, Beijing, Xisanhuan Beilu 105, Beijing, 100048 China
- Hubei Collaborative Innovation Center for Grain Industry (HCICGI), Yangtze University, Jingzhou, 434025 China
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17
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Cui J, Xia W, Wei S, Zhang M, Wang W, Zeng D, Liu M, Sun Y, Lu W. Photosynthetic Performance of Rice Seedlings Originated from Seeds Exposed to Spaceflight Conditions. Photochem Photobiol 2019; 95:1205-1212. [PMID: 30864196 DOI: 10.1111/php.13097] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 03/05/2019] [Indexed: 12/17/2022]
Abstract
The mechanism of the regulation on photosynthesis after spaceflight has not been fully understood. To learn more information about this, we conducted a series of experiments of photosystem, including photosynthetic physiological characteristics (fluorescence parameters, pigment contents), gene expression and proteomic change. We want to examine the response of rice (Oryza sativaDN416), whose seeds were placed in Bio-Radiation Box on the ShiJian-10(SJ-10) recoverable satellite. Our results demonstrated that the photosynthesis capacity of plants after spaceflight declined, compared to ground control plants. Specifically, Fv/Fm is significantly reduced for 7.5%. Chlorophyll content decreased in the three growth stages of rice, trefoil, tillering and mature stages. To further analyze changes under spaceflight environment, quantitative real-time PCR technology and isobaric tags for relative and absolute quantization (iTRAQ) labeling technology were deployed. We found that the gene expression of important subunits of key enzymes and important structures had been decreased after spaceflight. As for the results of changes in proteins, we discovered that the content of proteins related to electron transport and photosynthesis key enzyme declined. Our experiments can provide reference for further research to learn more about the effects of spaceflight on photosynthesis.
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Affiliation(s)
- Jie Cui
- Department of Food Science and Engineering, Harbin Institute of Technology, Harbin, China
| | - Wenyan Xia
- Department of Food Science and Engineering, Harbin Institute of Technology, Harbin, China.,Institute of Extreme Environment Nutrition and Protection, Harbin Institute of Technology, Harbin, China.,National and Local Joint Engineering Laboratory for Synthesis, Transformation and Separation of Extreme Environmental Nutrients, Harbin Institute of Technology, Harbin, China
| | - Shiyun Wei
- Department of Food Science and Engineering, Harbin Institute of Technology, Harbin, China.,Institute of Extreme Environment Nutrition and Protection, Harbin Institute of Technology, Harbin, China.,National and Local Joint Engineering Laboratory for Synthesis, Transformation and Separation of Extreme Environmental Nutrients, Harbin Institute of Technology, Harbin, China
| | - Meng Zhang
- Institute of Environmental Systems Biology, College of Environmental Science and Engineering, Dalian Maritime University, Dalian, China
| | - Wei Wang
- Institute of Environmental Systems Biology, College of Environmental Science and Engineering, Dalian Maritime University, Dalian, China
| | - Deyong Zeng
- Department of Food Science and Engineering, Harbin Institute of Technology, Harbin, China.,Institute of Extreme Environment Nutrition and Protection, Harbin Institute of Technology, Harbin, China.,National and Local Joint Engineering Laboratory for Synthesis, Transformation and Separation of Extreme Environmental Nutrients, Harbin Institute of Technology, Harbin, China
| | - Mengyao Liu
- Department of Food Science and Engineering, Harbin Institute of Technology, Harbin, China.,Institute of Extreme Environment Nutrition and Protection, Harbin Institute of Technology, Harbin, China.,National and Local Joint Engineering Laboratory for Synthesis, Transformation and Separation of Extreme Environmental Nutrients, Harbin Institute of Technology, Harbin, China
| | - Yeqing Sun
- Institute of Environmental Systems Biology, College of Environmental Science and Engineering, Dalian Maritime University, Dalian, China
| | - Weihong Lu
- Department of Food Science and Engineering, Harbin Institute of Technology, Harbin, China.,Institute of Extreme Environment Nutrition and Protection, Harbin Institute of Technology, Harbin, China.,National and Local Joint Engineering Laboratory for Synthesis, Transformation and Separation of Extreme Environmental Nutrients, Harbin Institute of Technology, Harbin, China
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18
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Rocco M, Tartaglia M, Izzo FP, Varricchio E, Arena S, Scaloni A, Marra M. Comparative proteomic analysis of durum wheat shoots from modern and ancient cultivars. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2019; 135:253-262. [PMID: 30590259 DOI: 10.1016/j.plaphy.2018.12.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Revised: 12/10/2018] [Accepted: 12/16/2018] [Indexed: 06/09/2023]
Abstract
Durum wheat is widespread cultivated in the Mediterranean basin, where it is used to produce high-quality semolina for pasta. Although over the years local and ancient wheat cultivars have been replaced by new ones, better suited to intensive cultivation, the increasing demand of consumers for nutritional and sensory qualities, as well as their attention to sustainable agronomic practices, renewed the interest toward traditional varieties. In order to fully exploit their agronomical and nutritional potential, a systematic analysis of molecular traits would be desirable. Nowadays, this examination is greatly facilitated by the current availability of high-throughput genomic and proteomic methods, which are integrated with classical measurements on plant physiology. To this purpose, we performed a comparative study on germination performances, hormone level variations, and differential protein representations of three-days germinated shoots of two traditional wheat cultivars from Southern Italy, namely Senatore Cappelli and Saragolla, and the commercial elite variety Svevo. Two-dimensional electrophoresis- and nanoLC-ESI-LIT-MS/MS-based proteomic analysis revealed 45 differentially represented spots, which were associated with 32 non-redundant protein species grouping into storage, stress/defense and metabolism/energy production functional categories. Major differences in the traditional varieties concerned over-representation of glutenins, gamma-gliadin and some enzymes of glycolysis and TCA cycle, as well as a down-representation of proteins involved in the response to stress conditions. These features were here discussed in relation to the hormone profile and the known agronomic features of traditional varieties, as compared to the commercial one.
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Affiliation(s)
- Mariapina Rocco
- Department of Science and Technology, University of Sannio, Benevento, 82100, Italy
| | - Maria Tartaglia
- Department of Science and Technology, University of Sannio, Benevento, 82100, Italy
| | - Francesco Paolo Izzo
- Department of Science and Technology, University of Sannio, Benevento, 82100, Italy
| | - Ettore Varricchio
- Department of Science and Technology, University of Sannio, Benevento, 82100, Italy
| | - Simona Arena
- Proteomics &Mass Spectrometry Laboratory ISPAAM, National Research Council, Naples 80147, Italy
| | - Andrea Scaloni
- Proteomics &Mass Spectrometry Laboratory ISPAAM, National Research Council, Naples 80147, Italy
| | - Mauro Marra
- Department of Biology, University of Tor Vergata, 00133, Rome, Italy.
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19
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Deng X, Zhen S, Liu D, Liu Y, Li M, Liu N, Yan Y. Integrated proteome analyses of wheat glume and awn reveal central drought response proteins under water deficit conditions. JOURNAL OF PLANT PHYSIOLOGY 2019; 232:270-283. [PMID: 30540969 DOI: 10.1016/j.jplph.2018.11.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Revised: 11/12/2018] [Accepted: 11/12/2018] [Indexed: 06/09/2023]
Abstract
Integrated proteome analyses revealed differentially accumulated proteins in the non-leaf green organs in wheat glume and awn that play important roles in photosynthesis and drought resistance. Two non-leaf green organs in wheat, glume and awn, have photosynthetic potential, contribute to grain yield, and also play roles in resistance to adverse conditions. We performed the first integrated proteome analysis of wheat glume and awn in response to water deficit. Water deficit caused a significant decrease in important agronomic traits and grain yield. A total of 120 and 77 differentially accumulated protein (DAP) spots, representing 100 and 67 unique proteins responsive to water deficit, were identified by two-dimensional difference gel electrophoresis (2D-DIGE) in glumes and awns, respectively, of the elite Chinese bread wheat cultivar Zhongmai 175. The DAPs of both organs showed similar functional classification and proportion and were mainly involved in photosynthesis, detoxification/defense, carbon/energy metabolism, and proteometabolism. Comparative proteome analyses revealed many more drought-responsive DAP spots in glumes than in awns, which indicate that glumes underwent more proteome changes in response to water deficit. The main DAPs involved in photosynthesis and carbon metabolism were significantly downregulated, whereas those related to detoxification/defense and energy metabolism were markedly upregulated under water deficit. The potential functions of the identified DAPs revealed an intricate interaction network that responds synergistically to drought stress during grain development. Our results from the proteome perspective illustrate the potential roles of wheat non-leaf green organs glume and awn in photosynthetic and defensive responses under drought stress.
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Affiliation(s)
- Xiong Deng
- College of Life Science, Capital Normal University, 100048, Beijing, China.
| | - Shoumin Zhen
- College of Life Science, Capital Normal University, 100048, Beijing, China.
| | - Dongmiao Liu
- College of Life Science, Capital Normal University, 100048, Beijing, China.
| | - Yue Liu
- College of Life Science, Capital Normal University, 100048, Beijing, China.
| | - Mengfei Li
- College of Life Science, Capital Normal University, 100048, Beijing, China.
| | - Nannan Liu
- College of Life Science, Capital Normal University, 100048, Beijing, China.
| | - Yueming Yan
- College of Life Science, Capital Normal University, 100048, Beijing, China.
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20
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Romero-Rodríguez MC, Jorrín-Novo JV, Castillejo MA. Toward characterizing germination and early growth in the non-orthodox forest tree species Quercus ilex through complementary gel and gel-free proteomic analysis of embryo and seedlings. J Proteomics 2018; 197:60-70. [PMID: 30408563 DOI: 10.1016/j.jprot.2018.11.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2018] [Revised: 10/23/2018] [Accepted: 11/04/2018] [Indexed: 11/15/2022]
Abstract
By using two complementary proteomics, gel-based and gel-free (shotgun) approaches, the protein profiles of the non-orthodox forest tree species Quercus ilex seeds during germination and early seedling growth have been compared. Proteins were extracted from embryo axis, radicle and shoot tissues at different developmental stages. Proteins were subjected to one- and two-dimensional gel electrophoresis. A multivariate analysis (PCA) revealed that SDS-PAGE clearly separated germination (0-24 h post-imbibition), postgermination (72-216 h post-imbibition) and early seedling growth stages (2 weeks post-imbibition). Image analysis of the two-dimensional gels revealed a total of 732 spots, 103 of which were significantly variable among developmental stages. After MALDI-TOF/TOF MS analysis, 90 spots were identified, belonging to six main functional categories: carbohydrate, amino acids, energy, and protein metabolism, biosynthesis of secondary metabolites, and redox processes. The gel-based approach disclosed important metabolic changes that occurred in the holm oak seed after the germination. However, few proteins were significantly altered during the germination period (from 0 h to 24 h post imbibition) and, because of that, a further shotgun analysis was therefore used to analyse changes in the protein profile during seed germination. Up to 1250 proteins could be confidently identified, with 153 being variable. They belonged to the main functional categories of carbohydrate, amino acids and secondary metabolism, protein degradation, and responses to abiotic stress. The accumulation of proteases and amino acids metabolism proteins in mature seeds can be reflecting the production of energy from the mobilization of storage proteins to start germination. These results, therefore, corroborate the hypothesis that the mature non-orthodox seeds of Q. ilex have all the machinery necessary for rapidly resuming metabolic activities and starting the germination process, in contrast to that occurs in orthodox seeds, which metabolic activity ceases in mature dry seeds. The use of a genus-specific database combined with the public Viridiplantae database improved the quality and quantity of protein identification in this orphan species. In addition, both proteomics approaches (gel-based and shotgun) were complementary, with shotgun increasing by over two-fold the coverage of the proteome analysed. Both approaches provided similar results and supported the same conclusions on the metabolic switch experienced by the seed upon germination. SIGNIFICANCE: The optimal seed germination is a prerequisite for successful seedling establishment and plant vigour, being of great relevance in the case of crops and commercial woody plants. By using a complementary gel-based and gel-free proteomic strategy we have study the protein profiles of the non-orthodox forest tree species Quercus ilex seeds during germination and early seedling growth. The contribution of this work is of great importance, due to the complemented proteomic approaches giving similar clues to the metabolic state of the mature Q. ilex seed before the germination starts, and the metabolic switch experienced by the imbibed acorn until the seedling is established.
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Affiliation(s)
- María Cristina Romero-Rodríguez
- Agroforestry and Plant Biochemistry, Proteomics, and Systems Biology Research Group, Department of Biochemistry and Molecular Biology- ETSIAM, University of Cordoba, UCO-CeiA3, Spain; Centro Multidisciplinario de Investigaciones Tecnológicas, Dirección General de Investigación Científica y Tecnológica, Universidad Nacional de Asunción, Paraguay; Departamento de Química Biológica, Dirección de Investigaciones, Facultad de Ciencias Químicas, Universidad Nacional de Asunción, Paraguay.
| | - Jesús V Jorrín-Novo
- Agroforestry and Plant Biochemistry, Proteomics, and Systems Biology Research Group, Department of Biochemistry and Molecular Biology- ETSIAM, University of Cordoba, UCO-CeiA3, Spain
| | - María Angeles Castillejo
- Agroforestry and Plant Biochemistry, Proteomics, and Systems Biology Research Group, Department of Biochemistry and Molecular Biology- ETSIAM, University of Cordoba, UCO-CeiA3, Spain.
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21
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Song XQ, Zhao Y, Weng QY, Yuan JC, Dong ZP, Zhao ZH, Liu YH, Zhao M. Proteomic analysis of Zhangzagu3 ( Setaria italica) and its parents based on iTRAQ technique. BIOTECHNOL BIOTEC EQ 2018. [DOI: 10.1080/13102818.2018.1528179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
Affiliation(s)
- Xiao-Qing Song
- Department of Biology, Basic Medical College, Hebei North University, Zhangjiakou, PR China
| | - Yan Zhao
- Department of Plant Protection, College of Agriculture and Forestry, Hebei North University, Zhangjiakou, PR China
| | - Qiao-yun Weng
- Department of Plant Protection, College of Agriculture and Forestry, Hebei North University, Zhangjiakou, PR China
| | - Jin-Cheng Yuan
- Department of Plant Protection, College of Agriculture and Forestry, Hebei North University, Zhangjiakou, PR China
| | - Zhi-Ping Dong
- Department of Millet Research Center, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang, PR China
| | - Zhi-Hai Zhao
- Department of Millet Research Center, Zhangjiakou Academy of Agricultural Sciences, Zhangjiakou, PR China
| | - Ying-Hui Liu
- Department of Plant Protection, College of Agriculture and Forestry, Hebei North University, Zhangjiakou, PR China
| | - Ming Zhao
- Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, PR China
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22
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An X, Jin G, Zhang J, Luo X, Chen C, Li W, Ma G, Jin L, Dai L, Shi X, Wei W, Zhu G. Protein responses in kenaf plants exposed to drought conditions determined using iTRAQ technology. FEBS Open Bio 2018; 8:1572-1583. [PMID: 30338209 PMCID: PMC6168693 DOI: 10.1002/2211-5463.12507] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Revised: 03/31/2018] [Accepted: 07/28/2018] [Indexed: 12/27/2022] Open
Abstract
The molecular mechanisms that underlie drought stress responses in kenaf, an important crop for the production of natural fibers, are poorly understood. To address this issue, we describe here the first iTRAQ‐based comparative proteomic analysis of kenaf seedlings. Plants were divided into the following three treatment groups: Group A, watered normally (control); Group B, not watered for 6 days (drought treatment); and Group C, not watered for 5 days and then rewatered for 1 day (recovery treatment). A total of 5014 proteins were detected, including 4932 (i.e., 98.36%) that were matched to known proteins in a BLAST search. We detected 218, 107, and 348 proteins that were upregulated in Group B compared with Group A, Group C compared with Group A, and Group B compared with Group C, respectively. Additionally, 306, 145, and 231 downregulated proteins were detected during the same comparisons. Seventy differentially expressed proteins were analyzed and classified into 10 categories: photosynthesis, sulfur metabolism, amino sugar and nucleotide sugar metabolism, oxidative phosphorylation, ribosome, fatty acid elongation, thiamine metabolism, tryptophan metabolism, plant–pathogen interaction, and propanoate. Kenaf adapted to stress mainly by improving the metabolism of ATP, regulating photosynthesis according to light intensity, promoting the synthesis of osmoregulators, strengthening ion transport signal transmission, and promoting metabolism and cell stability. This is the first study to examine changes in protein expression in kenaf plants exposed to drought stress. Our results identified key drought‐responsive genes and proteins and may provide useful genetic information for improving kenaf stress resistance.
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Affiliation(s)
- Xia An
- Zhejiang Xiaoshan Institute of Cotton & Bast Fiber Crops Flower Research and Development Centre Zhejiang Academy of Agricultural Sciences Hangzhou China
| | - Guanrong Jin
- Zhejiang Xiaoshan Institute of Cotton & Bast Fiber Crops Flower Research and Development Centre Zhejiang Academy of Agricultural Sciences Hangzhou China
| | - Jingyu Zhang
- Key Laboratory of Crop Ecophysiology and Farming Systems in the Middle Reaches of the Yangtze River Ministry of Agriculture Wuhan China.,College of Plant Science and Technology Huazhong Agricultural University Wuhan China
| | - Xiahong Luo
- Zhejiang Xiaoshan Institute of Cotton & Bast Fiber Crops Flower Research and Development Centre Zhejiang Academy of Agricultural Sciences Hangzhou China
| | - Changli Chen
- Zhejiang Xiaoshan Institute of Cotton & Bast Fiber Crops Flower Research and Development Centre Zhejiang Academy of Agricultural Sciences Hangzhou China
| | - Wenlue Li
- Zhejiang Xiaoshan Institute of Cotton & Bast Fiber Crops Flower Research and Development Centre Zhejiang Academy of Agricultural Sciences Hangzhou China
| | - GuangYing Ma
- Zhejiang Xiaoshan Institute of Cotton & Bast Fiber Crops Flower Research and Development Centre Zhejiang Academy of Agricultural Sciences Hangzhou China
| | - Liang Jin
- Zhejiang Xiaoshan Institute of Cotton & Bast Fiber Crops Flower Research and Development Centre Zhejiang Academy of Agricultural Sciences Hangzhou China
| | - Lunjin Dai
- Key Laboratory of Crop Ecophysiology and Farming Systems in the Middle Reaches of the Yangtze River Ministry of Agriculture Wuhan China.,College of Plant Science and Technology Huazhong Agricultural University Wuhan China
| | - Xiaohua Shi
- Zhejiang Xiaoshan Institute of Cotton & Bast Fiber Crops Flower Research and Development Centre Zhejiang Academy of Agricultural Sciences Hangzhou China
| | - Wei Wei
- Key Laboratory of Crop Ecophysiology and Farming Systems in the Middle Reaches of the Yangtze River Ministry of Agriculture Wuhan China.,College of Plant Science and Technology Huazhong Agricultural University Wuhan China
| | - Guanlin Zhu
- Zhejiang Xiaoshan Institute of Cotton & Bast Fiber Crops Flower Research and Development Centre Zhejiang Academy of Agricultural Sciences Hangzhou China
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Xin L, Zheng H, Yang Z, Guo J, Liu T, Sun L, Xiao Y, Yang J, Yang Q, Guo L. Physiological and proteomic analysis of maize seedling response to water deficiency stress. JOURNAL OF PLANT PHYSIOLOGY 2018; 228:29-38. [PMID: 29852332 DOI: 10.1016/j.jplph.2018.05.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Revised: 05/14/2018] [Accepted: 05/14/2018] [Indexed: 05/10/2023]
Abstract
Low water availability is a major abiotic factor limiting photosynthesis and the growth and yield of crops. Maize (Zea mays) is among the most drought-sensitive cereal crops. Herein, the physiological and proteomic changes of maize seedlings caused by polyethylene-glycol-induced water deficit were analyzed. The results showed that malondialdehyde and proline contents increased continuously in the treated seedlings. Soluble sugar content and superoxide dismutase activity were upregulated initially but became downregulated under prolonged water deficit. A total of 104 proteins were found to be differentially accumulated under water stress. The identified proteins were mainly involved in photosynthesis, carbohydrate metabolism, stress defense, energy production, and protein metabolism. Interestingly, substantial incongruence between protein and transcript levels was observed, indicating that gene expression in water-stressed maize seedlings is controlled by complex mechanisms. Finally, we propose a hypothetical model that includes the different molecular, physiological, and biochemical changes that occurred during the response and tolerance of maize seedlings to water deficiency. Our study provides valuable insight for further research into the overall mechanisms underlying drought response and tolerance in maize and other plants.
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Affiliation(s)
- Longfei Xin
- Collaborative Innovation Center of Henan Grain Crops/State Key Laboratory of Wheat and Maize Crop Science/College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
| | - Huifang Zheng
- Collaborative Innovation Center of Henan Grain Crops/State Key Laboratory of Wheat and Maize Crop Science/College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
| | - Zongju Yang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China; Graduate School, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Jiameng Guo
- Collaborative Innovation Center of Henan Grain Crops/State Key Laboratory of Wheat and Maize Crop Science/College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
| | - Tianxue Liu
- Collaborative Innovation Center of Henan Grain Crops/State Key Laboratory of Wheat and Maize Crop Science/College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China
| | - Lei Sun
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China; Graduate School, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Yang Xiao
- Graduate School, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Jianping Yang
- Collaborative Innovation Center of Henan Grain Crops/State Key Laboratory of Wheat and Maize Crop Science/College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China; Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Qinghua Yang
- Collaborative Innovation Center of Henan Grain Crops/State Key Laboratory of Wheat and Maize Crop Science/College of Agronomy, Henan Agricultural University, Zhengzhou 450002, China.
| | - Lin Guo
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
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24
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Zhou J, Liu D, Deng X, Zhen S, Wang Z, Yan Y. Effects of water deficit on breadmaking quality and storage protein compositions in bread wheat (Triticum aestivum L.). JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2018. [PMID: 29532474 DOI: 10.1002/jsfa.8968] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
BACKGROUND Water deficiency affects grain proteome dynamics and storage protein compositions, resulting in changes in gluten viscoelasticity. In this study, the effects of field water deficit on wheat breadmaking quality and grain storage proteins were investigated. RESULTS Water deficiency produced a shorter grain-filling period, a decrease in grain number, grain weight and grain yield, a reduced starch granule size and increased protein content and glutenin macropolymer contents, resulting in superior dough properties and breadmaking quality. Reverse phase ultra-performance liquid chromatography analysis showed that the total gliadin and glutenin content and the accumulation of individual components were significantly increased by water deficiency. Two-dimensional gel electrophoresis detected 144 individual storage protein spots with significant accumulation changes in developing grains under water deficit. Comparative proteomic analysis revealed that water deficiency resulted in significant upregulation of 12 gliadins, 12 high-molecular-weight glutenin subunits and 46 low-molecular-weight glutenin subunits. Quantitative real-time polymerase chain reaction analysis revealed that the expression of storage protein biosynthesis-related transcription factors Dof and Spa was upregulated by water deficiency. CONCLUSION The present results illustrated that water deficiency leads to increased accumulation of storage protein components and upregulated expression of Dof and Spa, resulting in an improvement in glutenin strength and breadmaking quality. © 2018 Society of Chemical Industry.
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Affiliation(s)
- Jiaxing Zhou
- College of Life Science, Capital Normal University, Beijing, China
| | - Dongmiao Liu
- College of Life Science, Capital Normal University, Beijing, China
| | - Xiong Deng
- College of Life Science, Capital Normal University, Beijing, China
| | - Shoumin Zhen
- College of Life Science, Capital Normal University, Beijing, China
| | - Zhimin Wang
- College of Agricultural and Biotechnology, China Agricultural University, Beijing, China
| | - Yueming Yan
- College of Life Science, Capital Normal University, Beijing, China
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25
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Li Z, Zhang Y, Peng D, Peng Y, Zhang X, Ma X, Huang L, Yan Y. The inhibition of polyamine biosynthesis weakens the drought tolerance in white clover (Trifolium repens) associated with the alteration of extensive proteins. PROTOPLASMA 2018; 255:803-817. [PMID: 29181726 DOI: 10.1007/s00709-017-1186-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2017] [Accepted: 11/13/2017] [Indexed: 06/07/2023]
Abstract
Changes of endogenous polyamine (PA) levels could be a key adaptive response to drought in plants. White clover pretreated with or without dicyclohexylamine (DCHA), an inhibitor of PA biosynthesis, was subjected to drought stress induced by 18% polyethylene glycol 6000 for 8 days in controlled growth chambers. Results showed that drought stress significantly increased endogenous PA content, whereas DCHA significantly decreased PA accumulation under drought stress. The attenuate PA biosynthesis was unfavorable for plant growth and drought tolerance, as reflected by significantly lower relative water content, relative growth rate, instantaneous water use efficiency, and cell membrane stability in leaves in response to drought. On the basis of proteomic analysis, the inhibition of PA synthesis decreased the accumulation of many key differentially expressed proteins including (1) ribosomal structure and biogenesis: elongation factor, ribosomal protein S10E, and 30S ribosomal protein; (2) amino acid transport and metabolism: cysteine synthase, delta-1-pyrroline-5-carboxylate synthetase, and glutamate decarboxylase; (3) carbohydrate metabolism and energy production: photosystem apoprotein, sucrose-phosphate synthase, phosphogluconate dehydrogenase, sucrose-phosphatase, NADH oxidoreductase, and ATP synthase; (4) antioxidant metabolism: catalase, peroxidase I, ascorbate peroxidase, and glutathione S-transferase; and (5) other biological processes: heat shock protein 70, heat shock protein 90, and calcium-dependent protein kinase associated with the decreased drought tolerance in white clover. These findings indicate that PAs play a critical role in the regulation of growth, ribosome, amino acid and energy metabolism, and antioxidant reactions in white clover under drought stress. Drought-induced increases in endogenous PAs could be one of key adaptive responses against drought stress in white clover.
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Affiliation(s)
- Zhou Li
- Department of Grassland Science, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, China
| | - Yan Zhang
- Department of Grassland Science, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, China
| | - Dandan Peng
- Department of Grassland Science, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, China
| | - Yan Peng
- Department of Grassland Science, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, China.
| | - Xinquan Zhang
- Department of Grassland Science, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, China
| | - Xiao Ma
- Department of Grassland Science, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, China
| | - Linkai Huang
- Department of Grassland Science, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, China
| | - Yanhong Yan
- Department of Grassland Science, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, Sichuan, China
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26
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Deng X, Liu Y, Xu X, Liu D, Zhu G, Yan X, Wang Z, Yan Y. Comparative Proteome Analysis of Wheat Flag Leaves and Developing Grains Under Water Deficit. FRONTIERS IN PLANT SCIENCE 2018; 9:425. [PMID: 29692790 PMCID: PMC5902686 DOI: 10.3389/fpls.2018.00425] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Accepted: 03/20/2018] [Indexed: 05/18/2023]
Abstract
In this study, we performed the first comparative proteomic analysis of wheat flag leaves and developing grains in response to drought stress. Drought stress caused a significant decrease in several important physiological and biochemical parameters and grain yield traits, particularly those related to photosynthesis and starch biosynthesis. In contrast, some key indicators related to drought stress were significantly increased, including malondialdehyde, soluble sugar, proline, glycine betaine, abscisic acid content, and peroxidase activity. Two-dimensional difference gel electrophoresis (2D-DIGE) identified 87 and 132 differentially accumulated protein (DAP) spots representing 66 and 105 unique proteins following exposure to drought stress in flag leaves and developing grains, respectively. The proteomes of the two organs varied markedly, and most DAPS were related to the oxidative stress response, photosynthesis and energy metabolism, and starch biosynthesis. In particular, DAPs in flag leaves mainly participated in photosynthesis while those in developing grains were primarily involved in carbon metabolism and the drought stress response. Western blotting and quantitative real-time polymerase chain reaction (qRT-PCR) further validated some key DAPs such as rubisco large subunit (RBSCL), ADP glucose pyrophosphorylase (AGPase), chaperonin 60 subunit alpha (CPN-60 alpha) and oxalate oxidase 2 (OxO 2). The potential functions of the identified DAPs revealed that a complex network synergistically regulates drought resistance during grain development. Our results from proteome perspective provide new insight into the molecular regulatory mechanisms used by different wheat organs to respond to drought stress.
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Affiliation(s)
- Xiong Deng
- College of Life Sciences, Capital Normal University, Beijing, China
| | - Yue Liu
- College of Life Sciences, Capital Normal University, Beijing, China
| | - Xuexin Xu
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, China
| | - Dongmiao Liu
- College of Life Sciences, Capital Normal University, Beijing, China
| | - Genrui Zhu
- College of Life Sciences, Capital Normal University, Beijing, China
| | - Xing Yan
- State Key Laboratory of Earth Surface Processes and Resource Ecology, College of Global Change and Earth System Science, Beijing Normal University, Beijing, China
| | - Zhimin Wang
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, China
| | - Yueming Yan
- College of Life Sciences, Capital Normal University, Beijing, China
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Rurek M, Czołpińska M, Pawłowski TA, Staszak AM, Nowak W, Krzesiński W, Spiżewski T. Mitochondrial Biogenesis in Diverse Cauliflower Cultivars under Mild and Severe Drought. Impaired Coordination of Selected Transcript and Proteomic Responses, and Regulation of Various Multifunctional Proteins. Int J Mol Sci 2018; 19:ijms19041130. [PMID: 29642585 PMCID: PMC5979313 DOI: 10.3390/ijms19041130] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Revised: 03/09/2018] [Accepted: 04/04/2018] [Indexed: 12/25/2022] Open
Abstract
Mitochondrial responses under drought within Brassica genus are poorly understood. The main goal of this study was to investigate mitochondrial biogenesis of three cauliflower (Brassica oleracea var. botrytis) cultivars with varying drought tolerance. Diverse quantitative changes (decreases in abundance mostly) in the mitochondrial proteome were assessed by two-dimensional gel electrophoresis (2D PAGE) coupled with liquid chromatography-tandem mass spectrometry (LC-MS/MS). Respiratory (e.g., complex II, IV (CII, CIV) and ATP synthase subunits), transporter (including diverse porin isoforms) and matrix multifunctional proteins (e.g., components of RNA editing machinery) were diversely affected in their abundance under two drought levels. Western immunoassays showed additional cultivar-specific responses of selected mitochondrial proteins. Dehydrin-related tryptic peptides (found in several 2D spots) immunopositive with dehydrin-specific antisera highlighted the relevance of mitochondrial dehydrin-like proteins for the drought response. The abundance of selected mRNAs participating in drought response was also determined. We conclude that mitochondrial biogenesis was strongly, but diversely affected in various cauliflower cultivars, and associated with drought tolerance at the proteomic and functional levels. However, discussed alternative oxidase (AOX) regulation at the RNA and protein level were largely uncoordinated due to the altered availability of transcripts for translation, mRNA/ribosome interactions, and/or miRNA impact on transcript abundance and translation.
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Affiliation(s)
- Michał Rurek
- Department of Molecular and Cellular Biology, Institute of Molecular Biology and Biotechnology, Adam Mickiewicz University, Poznań, Umultowska 89, 61-614 Poznań, Poland.
| | - Magdalena Czołpińska
- Department of Molecular and Cellular Biology, Institute of Molecular Biology and Biotechnology, Adam Mickiewicz University, Poznań, Umultowska 89, 61-614 Poznań, Poland.
| | | | - Aleksandra Maria Staszak
- Institute of Dendrology, Polish Academy of Sciences, Parkowa 5, 62-035 Kórnik, Poland.
- Present address: Department of Plant Physiology, Institute of Biology, Faculty of Biology and Chemistry, University of Białystok, Ciołkowskiego 1J, 15-245 Białystok, Poland.
| | - Witold Nowak
- Molecular Biology Techniques Laboratory, Faculty of Biology, Adam Mickiewicz University, Poznań, Umultowska 89, 61-614 Poznań, Poland.
| | - Włodzimierz Krzesiński
- Department of Vegetable Crops, Poznan University of Life Sciences, Dąbrowskiego 159, 60-594 Poznań, Poland.
| | - Tomasz Spiżewski
- Department of Vegetable Crops, Poznan University of Life Sciences, Dąbrowskiego 159, 60-594 Poznań, Poland.
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28
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He L, He R, Liang R, Li Y, Li X, Li C, Zhang S. Protein expression profiling in the hippocampus after focal cerebral ischemia injury in rats. J Integr Neurosci 2018. [DOI: 10.3233/jin-170047] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- Lichan He
- Department of Neurology, Guangzhou Red Cross Hospital, Medical College, Jinan University, No. 396 Tongfu Zhong Road, Guangzhou 510220, China. E-mail:
| | - Rui He
- Department of Neurology, Guangzhou Red Cross Hospital, Medical College, Jinan University, No. 396 Tongfu Zhong Road, Guangzhou 510220, China. E-mail:
| | - Ruihua Liang
- Department of Neurology, Guangzhou Red Cross Hospital, Medical College, Jinan University, No. 396 Tongfu Zhong Road, Guangzhou 510220, China. E-mail:
| | - Yi Li
- Department of Neurology, Guangzhou Red Cross Hospital, Medical College, Jinan University, No. 396 Tongfu Zhong Road, Guangzhou 510220, China. E-mail:
| | - Xiaoqiang Li
- Department of Neurology, Guangzhou Red Cross Hospital, Medical College, Jinan University, No. 396 Tongfu Zhong Road, Guangzhou 510220, China. E-mail:
| | - Chuqiao Li
- Department of Neurology, Guangzhou Red Cross Hospital, Medical College, Jinan University, No. 396 Tongfu Zhong Road, Guangzhou 510220, China. E-mail:
| | - Suping Zhang
- Department of Neurology, Guangzhou Red Cross Hospital, Medical College, Jinan University, No. 396 Tongfu Zhong Road, Guangzhou 510220, China. E-mail:
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29
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Chen L, Wang Z, Li M, Ma X, Tian E, Sun A, Yin Y. Analysis of the natural dehydration mechanism during middle and late stages of wheat seeds development by some physiological traits and iTRAQ-based proteomic. J Cereal Sci 2018. [DOI: 10.1016/j.jcs.2017.12.015] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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30
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iTRAQ-based quantitative proteomic analysis reveals important metabolic pathways for arsenic-induced liver fibrosis in rats. Sci Rep 2018; 8:3267. [PMID: 29459688 PMCID: PMC5818499 DOI: 10.1038/s41598-018-21580-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Accepted: 01/31/2018] [Indexed: 12/18/2022] Open
Abstract
Long-term consumption of sodium arsenite contaminated water can cause endemic arsenic disease. The proteome profile changes of liver fibrosis after exposure to arsenite containing water remain unclear. In this study, Sprague-Dawley (SD) male rats were treated with sodium arsenite (iAs3+), using a daily dose of 1.36 mg/kg body weight (medium dose group, M), 2.73 mg/kg body weight (high dose group, H) or deionized water (control group, C). Isobaric tags for relative and absolute quantitation (iTRAQ) were used to identify the different abundant proteins (DAPs) after arsenic-induced liver fibrosis. A total of 2987 high-quality proteins were detected (95% confident peptides ≥ 2), 608 of which were differentially expressed (fold change > 2 and p < 0.05) in M group and 475 in H group. Moreover, 431 DAPs were found in both M and H groups and used in subsequent bioinformatic analyses. Gene ontology (GO) analysis revealed 4,709 GO terms could be mapped, among which purine binding, actin filament binding and protein kinase binding were the most enriched terms for molecular function category. In addition, protein-protein interaction analysis showed six clusters of interaction networks. Our data provided new insights into the proteome changes after arsenic-induced liver fibrosis in model rats.
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31
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Kosová K, Vítámvás P, Urban MO, Prášil IT, Renaut J. Plant Abiotic Stress Proteomics: The Major Factors Determining Alterations in Cellular Proteome. FRONTIERS IN PLANT SCIENCE 2018; 9:122. [PMID: 29472941 PMCID: PMC5810178 DOI: 10.3389/fpls.2018.00122] [Citation(s) in RCA: 158] [Impact Index Per Article: 22.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Accepted: 01/23/2018] [Indexed: 05/19/2023]
Abstract
HIGHLIGHTS: Major environmental and genetic factors determining stress-related protein abundance are discussed.Major aspects of protein biological function including protein isoforms and PTMs, cellular localization and protein interactions are discussed.Functional diversity of protein isoforms and PTMs is discussed. Abiotic stresses reveal profound impacts on plant proteomes including alterations in protein relative abundance, cellular localization, post-transcriptional and post-translational modifications (PTMs), protein interactions with other protein partners, and, finally, protein biological functions. The main aim of the present review is to discuss the major factors determining stress-related protein accumulation and their final biological functions. A dynamics of stress response including stress acclimation to altered ambient conditions and recovery after the stress treatment is discussed. The results of proteomic studies aimed at a comparison of stress response in plant genotypes differing in stress adaptability reveal constitutively enhanced levels of several stress-related proteins (protective proteins, chaperones, ROS scavenging- and detoxification-related enzymes) in the tolerant genotypes with respect to the susceptible ones. Tolerant genotypes can efficiently adjust energy metabolism to enhanced needs during stress acclimation. Stress tolerance vs. stress susceptibility are relative terms which can reflect different stress-coping strategies depending on the given stress treatment. The role of differential protein isoforms and PTMs with respect to their biological functions in different physiological constraints (cellular compartments and interacting partners) is discussed. The importance of protein functional studies following high-throughput proteome analyses is presented in a broader context of plant biology. In summary, the manuscript tries to provide an overview of the major factors which have to be considered when interpreting data from proteomic studies on stress-treated plants.
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Affiliation(s)
- Klára Kosová
- Division of Crop Genetics and Breeding, Laboratory of Plant Stress Biology and Biotechnology, Crop Research Institute, Prague, Czechia
- Department of Experimental Plant Biology, Faculty of Science, Charles University in Prague, Prague, Czechia
| | - Pavel Vítámvás
- Division of Crop Genetics and Breeding, Laboratory of Plant Stress Biology and Biotechnology, Crop Research Institute, Prague, Czechia
- Department of Experimental Plant Biology, Faculty of Science, Charles University in Prague, Prague, Czechia
| | - Milan O. Urban
- Division of Crop Genetics and Breeding, Laboratory of Plant Stress Biology and Biotechnology, Crop Research Institute, Prague, Czechia
- Department of Experimental Plant Biology, Faculty of Science, Charles University in Prague, Prague, Czechia
| | - Ilja T. Prášil
- Division of Crop Genetics and Breeding, Laboratory of Plant Stress Biology and Biotechnology, Crop Research Institute, Prague, Czechia
| | - Jenny Renaut
- Environmental Research and Technology Platform, Environmental Research and Innovation, Luxembourg Institute of Science and Technology (LIST), Esch-sur-Alzette, Luxembourg
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32
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Li N, Zhang S, Liang Y, Qi Y, Chen J, Zhu W, Zhang L. Label-free quantitative proteomic analysis of drought stress-responsive late embryogenesis abundant proteins in the seedling leaves of two wheat (Triticum aestivum L.) genotypes. J Proteomics 2018; 172:122-142. [DOI: 10.1016/j.jprot.2017.09.016] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Revised: 09/27/2017] [Accepted: 09/29/2017] [Indexed: 10/18/2022]
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33
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Chen GX, Zhen SM, Liu YL, Yan X, Zhang M, Yan YM. In vivo phosphoproteome characterization reveals key starch granule-binding phosphoproteins involved in wheat water-deficit response. BMC PLANT BIOLOGY 2017; 17:168. [PMID: 29058608 PMCID: PMC5651632 DOI: 10.1186/s12870-017-1118-z] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Accepted: 10/09/2017] [Indexed: 05/20/2023]
Abstract
BACKGROUND Drought stress during grain development causes significant yield loss in cereal production. The phosphorylated modification of starch granule-binding proteins (SGBPs) is an important mechanism regulating wheat starch biosynthesis. In this study, we performed the first proteomics and phosphoproteomics analyses of SGBPs in elite Chinese bread wheat (Triticum aestivum L.) cultivar Jingdong 17 under well-watered and water-stress conditions. RESULTS Water stress treatment caused significant reductions in spike grain numbers and weight, total starch and amylopectin content, and grain yield. Two-dimensional gel electrophoresis revealed that the quantity of SGBPs was reduced significantly by water-deficit treatment. Phosphoproteome characterization of SGBPs under water-deficit treatment demonstrated a reduced level of phosphorylation of main starch synthesis enzymes, particularly for granule-bound starch synthase (GBSS I), starch synthase II-a (SS II-a), and starch synthase III (SS III). Specifically, the Ser34 site of the GBSSI protein, the Tyr358 site of SS II-a, and the Ser837 site of SS III-a exhibited significant less phosphorylation under water-deficit treatment than well-watered treatment. Furthermore, the expression levels of several key genes related with starch biosynthesis detected by qRT-PCR were decreased significantly at 15 days post-anthesis under water-deficit treatment. Immunolocalization showed a clear movement of GBSS I from the periphery to the interior of starch granules during grain development, under both water-deficit and well-watered conditions. CONCLUSIONS Our results demonstrated that the reduction in gene expression or transcription level, protein expression and phosphorylation levels of starch biosynthesis related enzymes under water-deficit conditions is responsible for the significant decrease in total starch content and grain yield.
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Affiliation(s)
- Guan-Xing Chen
- College of Life Science, Capital Normal University, Xisanhuan Beilu No. 105, 100048 Beijing, People’s Republic of China
| | - Shou-Min Zhen
- College of Life Science, Capital Normal University, Xisanhuan Beilu No. 105, 100048 Beijing, People’s Republic of China
| | - Yan-Lin Liu
- College of Life Science, Capital Normal University, Xisanhuan Beilu No. 105, 100048 Beijing, People’s Republic of China
| | - Xing Yan
- College of Life Science, Capital Normal University, Xisanhuan Beilu No. 105, 100048 Beijing, People’s Republic of China
| | - Ming Zhang
- College of Life Science, Capital Normal University, Xisanhuan Beilu No. 105, 100048 Beijing, People’s Republic of China
| | - Yue-Ming Yan
- College of Life Science, Capital Normal University, Xisanhuan Beilu No. 105, 100048 Beijing, People’s Republic of China
- Hubei Collaborative Innovation Center for Grain Industry/Yangtze University, Jingzhou, 434025 China
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Arena S, D'Ambrosio C, Vitale M, Mazzeo F, Mamone G, Di Stasio L, Maccaferri M, Curci PL, Sonnante G, Zambrano N, Scaloni A. Differential representation of albumins and globulins during grain development in durum wheat and its possible functional consequences. J Proteomics 2017; 162:86-98. [DOI: 10.1016/j.jprot.2017.05.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Revised: 04/21/2017] [Accepted: 05/01/2017] [Indexed: 01/03/2023]
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35
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Tan BC, Lim YS, Lau SE. Proteomics in commercial crops: An overview. J Proteomics 2017; 169:176-188. [PMID: 28546092 DOI: 10.1016/j.jprot.2017.05.018] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2016] [Revised: 04/21/2017] [Accepted: 05/19/2017] [Indexed: 02/06/2023]
Abstract
Proteomics is a rapidly growing area of biological research that is positively affecting plant science. Recent advances in proteomic technology, such as mass spectrometry, can now identify a broad range of proteins and monitor their modulation during plant growth and development, as well as during responses to abiotic and biotic stresses. In this review, we highlight recent proteomic studies of commercial crops and discuss the advances in understanding of the proteomes of these crops. We anticipate that proteomic-based research will continue to expand and contribute to crop improvement. SIGNIFICANCE Plant proteomics study is a rapidly growing area of biological research that is positively impacting plant science. With the recent advances in new technologies, proteomics not only allows us to comprehensively analyses crop proteins, but also help us to understand the functions of the genes. In this review, we highlighted recent proteomic studies in commercial crops and updated the advances in our understanding of the proteomes of these crops. We believe that proteomic-based research will continue to grow and contribute to the improvement of crops.
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Affiliation(s)
- Boon Chin Tan
- Centre for Research in Biotechnology for Agriculture, University of Malaya, Lembah Pantai, 50603 Kuala Lumpur, Malaysia.
| | - Yin Sze Lim
- School of Biosciences, Faculty of Science, University of Nottingham Malaysia Campus, Jalan Broga, 43500 Semenyih, Selangor, Malaysia
| | - Su-Ee Lau
- Centre for Research in Biotechnology for Agriculture, University of Malaya, Lembah Pantai, 50603 Kuala Lumpur, Malaysia
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Wheat (Triticum aestivum L.) grain proteome response to elevated [CO2] varies between genotypes. J Cereal Sci 2017. [DOI: 10.1016/j.jcs.2017.03.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Shang C, Zhu S, Wang Z, Qin L, Alam MA, Xie J, Yuan Z. Proteome response of Dunaliella parva induced by nitrogen limitation. ALGAL RES 2017. [DOI: 10.1016/j.algal.2017.01.016] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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Barton JS, Schomacker R. Comparative protein profiles of the Ambrosia plants. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2017; 1865:633-639. [PMID: 28315734 DOI: 10.1016/j.bbapap.2017.03.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Revised: 02/22/2017] [Accepted: 03/14/2017] [Indexed: 12/17/2022]
Abstract
Ragweed pollen is primarily responsible for the hay fever allergies of sufferers throughout the world. A proteome study of three ragweed plants (Ambrosia artemisiifolia, Ambrosia trifida, and Ambrosia psilostachya) was undertaken to document and compare their protein profiles. Proteins extracted from the pollen of the three plants were subjected to one dimensional electrophoresis followed by tandem liquid chromatography-mass spectroscopy. Peptide sequence mapping permitted discovery of proteins not previously reported for all three plants and 45% of the identified proteins were shared by all three of them. Application of stringent criteria revealed not only a majority of known allergens for short ragweed but also allergens not previously reported for the other two plants. Additionally, potentially allergy inducing enolases are reported for the three plants. These results suggest that all three ragweed plants could contribute to the allergy malady.
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Affiliation(s)
- Janice S Barton
- Department of Chemistry, Washburn University, 1700 S College Avenue, Topeka, KS 66621, United States.
| | - Rachel Schomacker
- Department of Chemistry, Washburn University, 1700 S College Avenue, Topeka, KS 66621, United States
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Zadražnik T, Egge-Jacobsen W, Meglič V, Šuštar-Vozlič J. Proteomic analysis of common bean stem under drought stress using in-gel stable isotope labeling. JOURNAL OF PLANT PHYSIOLOGY 2017; 209:42-50. [PMID: 28013170 DOI: 10.1016/j.jplph.2016.10.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Revised: 10/26/2016] [Accepted: 10/30/2016] [Indexed: 05/10/2023]
Abstract
Drought is an abiotic stress that strongly influences plant growth, development and productivity. Proteome changes in the stem of the drought-tolerant common bean (Phaseolus vulgaris L.) cultivar Tiber have were when the plants were exposed to drought. Five-week-old plants were subjected to water deficit by withholding irrigation for 7, 12 and 17days, whereas control plants were regularly irrigated. Relative water content (RWC) of leaves, as an indicator of the degree of cell and tissue hydration, showed the highest statistically significant differences between control and drought-stressed plants after 17days of treatment, where RWC remained at 90% for control and declined to 45% for stressed plants. Plants exposed to drought for 17days and control plants at the same developmental stage were included in quantitative proteomic analysis using in-gel stable isotope labeling of proteins in combination with mass spectrometry. The quantified proteins were grouped into several functional groups, mainly into energy metabolism, photosynthesis, proteolysis, protein synthesis and proteins related to defense and stress. 70kDa heat shock protein showed the greatest increase in abundance under drought of all the proteins, suggesting its role in protecting plants against stress by re-establishing normal protein conformations and thus cellular homeostasis. The abundance of proteins involved in protein synthesis also increased under drought stress, important for recovery of damaged proteins involved in the plant cell's metabolic activities. Other important proteins in this study were related to proteolysis and folding, which are necessary for maintaining proper cellular protein homeostasis. Taken together, these results reveal the complexity of pathways involved in the drought stress response in common bean stems and enable comparison with the results of proteomic analysis of leaves, thus providing important information to further understand the biochemical and molecular mechanisms of drought response in this important legume.
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Affiliation(s)
- Tanja Zadražnik
- Agricultural Institute of Slovenia, 1000, Ljubljana, Slovenia.
| | | | - Vladimir Meglič
- Agricultural Institute of Slovenia, 1000, Ljubljana, Slovenia
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Wu S, Ning F, Zhang Q, Wu X, Wang W. Enhancing Omics Research of Crop Responses to Drought under Field Conditions. FRONTIERS IN PLANT SCIENCE 2017; 8:174. [PMID: 28261236 PMCID: PMC5306382 DOI: 10.3389/fpls.2017.00174] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2016] [Accepted: 01/27/2017] [Indexed: 05/18/2023]
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Ghatak A, Chaturvedi P, Weckwerth W. Cereal Crop Proteomics: Systemic Analysis of Crop Drought Stress Responses Towards Marker-Assisted Selection Breeding. FRONTIERS IN PLANT SCIENCE 2017; 8:757. [PMID: 28626463 PMCID: PMC5454074 DOI: 10.3389/fpls.2017.00757] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Sustainable crop production is the major challenge in the current global climate change scenario. Drought stress is one of the most critical abiotic factors which negatively impact crop productivity. In recent years, knowledge about molecular regulation has been generated to understand drought stress responses. For example, information obtained by transcriptome analysis has enhanced our knowledge and facilitated the identification of candidate genes which can be utilized for plant breeding. On the other hand, it becomes more and more evident that the translational and post-translational machinery plays a major role in stress adaptation, especially for immediate molecular processes during stress adaptation. Therefore, it is essential to measure protein levels and post-translational protein modifications to reveal information about stress inducible signal perception and transduction, translational activity and induced protein levels. This information cannot be revealed by genomic or transcriptomic analysis. Eventually, these processes will provide more direct insight into stress perception then genetic markers and might build a complementary basis for future marker-assisted selection of drought resistance. In this review, we survey the role of proteomic studies to illustrate their applications in crop stress adaptation analysis with respect to productivity. Cereal crops such as wheat, rice, maize, barley, sorghum and pearl millet are discussed in detail. We provide a comprehensive and comparative overview of all detected protein changes involved in drought stress in these crops and have summarized existing knowledge into a proposed scheme of drought response. Based on a recent proteome study of pearl millet under drought stress we compare our findings with wheat proteomes and another recent study which defined genetic marker in pearl millet.
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Affiliation(s)
- Arindam Ghatak
- Department of Ecogenomics and Systems Biology, University of ViennaVienna, Austria
| | - Palak Chaturvedi
- Department of Ecogenomics and Systems Biology, University of ViennaVienna, Austria
| | - Wolfram Weckwerth
- Department of Ecogenomics and Systems Biology, University of ViennaVienna, Austria
- Vienna Metabolomics Center, University of ViennaVienna, Austria
- *Correspondence: Wolfram Weckwerth
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Yang M, Gao X, Dong J, Gandhi N, Cai H, von Wettstein DH, Rustgi S, Wen S. Pattern of Protein Expression in Developing Wheat Grains Identified through Proteomic Analysis. FRONTIERS IN PLANT SCIENCE 2017; 8:962. [PMID: 28649254 PMCID: PMC5465268 DOI: 10.3389/fpls.2017.00962] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2017] [Accepted: 05/22/2017] [Indexed: 05/20/2023]
Abstract
Grain development is one of the biological processes, which contributes to the final grain yield. To understand the molecular changes taking place during the early grain development, we profiled proteomes of two common wheat cultivars P271 and Chinese Spring (CS) with large and small grains, respectively at three grain developmental stages (4, 8, and 12 days post anthesis). An iTRAQ (isobaric tags for relative and absolute quantitation) based proteomics approach was used for this purpose. More than 3,600 proteins were reported to accumulate during early grain development in both wheat cultivars. Of these 3,600 proteins, 130 expressed differentially between two wheat cultivars, and 306 exhibited developmental stage-specific accumulation in either or both genotypes. Detailed bioinformatic analyses of differentially expressed proteins (DEPs) from the large- and small-grain wheat cultivars underscored the developmental differences observed between them and shed light on the molecular and cellular processes contributing to these differences. In silico localization of either or both sets of DEPs to wheat chromosomes exhibited a biased genomic distribution with chromosome 4D contributing largely to it. These results corresponded well with the earlier studies, performed in common wheat, where chromosome 4D was reported to harbor QTLs for yield contributing traits specifically grain length. Collectively, our results provide insight into the molecular processes taking place during early grain development, a knowledge, which may prove useful in improving wheat grain yield in the future.
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Affiliation(s)
- Mingming Yang
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F UniversityYangling, China
- Wheat Engineering Research Center of Shaanxi Province, Northwest A&F UniversityYangling, China
| | - Xiang Gao
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F UniversityYangling, China
- Wheat Engineering Research Center of Shaanxi Province, Northwest A&F UniversityYangling, China
- *Correspondence: Xiang Gao
| | - Jian Dong
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F UniversityYangling, China
- Wheat Engineering Research Center of Shaanxi Province, Northwest A&F UniversityYangling, China
| | - Nitant Gandhi
- Department of Plant and Environmental Sciences, Clemson University Pee Dee Research and Education CenterFlorence, SC, United States
| | - Huanjie Cai
- Key Laboratory of Agricultural Soil and Water Engineering in Arid and Semiarid Areas, Ministry of Education, Northwest A&F UniversityYangling, China
- Institute of Water Saving Agriculture in Arid Regions of China, Northwest A&F UniversityYangling, China
| | - Diter H. von Wettstein
- Department of Crop and Soil Sciences, Washington State UniversityPullman, WA, United States
| | - Sachin Rustgi
- Department of Plant and Environmental Sciences, Clemson University Pee Dee Research and Education CenterFlorence, SC, United States
- Department of Crop and Soil Sciences, Washington State UniversityPullman, WA, United States
- Sachin Rustgi
| | - Shanshan Wen
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F UniversityYangling, China
- Shanshan Wen
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Zhou J, Ma C, Zhen S, Cao M, Zeller FJ, Hsam SLK, Yan Y. Identification of drought stress related proteins from 1S l(1B) chromosome substitution line of wheat variety Chinese Spring. BOTANICAL STUDIES 2016; 57:20. [PMID: 28597430 PMCID: PMC5430570 DOI: 10.1186/s40529-016-0134-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Accepted: 07/02/2016] [Indexed: 05/05/2023]
Abstract
BACKGROUND Wheat, one of the most important crops, has a detrimental effect on both yield and quality under drought stress. As our preliminary experiment showed that the Chinese Spring wheat-Aegilops longissima chromosome substitution line CS-1Sl (1B) had a better drought tolerance than CS, the substitution line CS-1Sl(1B) was used to identify drought stress related proteins by means of a comparative proteome approach in this work. Our present study aimed to explore the gene resources for drought resistance in 1Sl genome. RESULT Our results showed that drought stress induced downregulation of relative water and chlorophyll contents and the upregulation of proline content, and further influencing grain filling shortening and significant decrease of plant height, B-type starch granule numbers, grain number and weight. In total, 25 grain albumin and globulin protein spots were found to be specifically encoded by the 1Sl chromosome. In addition, 17 protein spots respected 13 unique proteins were identified by MALDI-TOF/TOF MS, which were mainly involved in adverse defense and gluten quality. Among them, ascorbate peroxidase, serpin-Z2B and alpha-amylase/trypsin inhibitor were upregulated under drought stress. These proteins play important roles in plant drought defenses through various metabolic pathways. CONCLUSION Our results indicate that the 1Sl chromosome of Aegilops longissima has potential gene resources that could be useful for improving wheat drought resistance.
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Affiliation(s)
- Jiaxing Zhou
- College of Life Science, Capital Normal University, Beijing, 100048 People’s Republic of China
| | - Chaoying Ma
- College of Life Science, Capital Normal University, Beijing, 100048 People’s Republic of China
| | - Shoumin Zhen
- College of Life Science, Capital Normal University, Beijing, 100048 People’s Republic of China
| | - Min Cao
- College of Life Science, Capital Normal University, Beijing, 100048 People’s Republic of China
| | - Friedich J. Zeller
- Division of Plant Breeding and Applied Genetics, Technical University of Munich, 85354 Freising-Weihenstephan, Germany
| | - Sai L. K. Hsam
- Division of Plant Breeding and Applied Genetics, Technical University of Munich, 85354 Freising-Weihenstephan, Germany
| | - Yueming Yan
- College of Life Science, Capital Normal University, Beijing, 100048 People’s Republic of China
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Castillejo MÁ, Iglesias-García R, Wienkoop S, Rubiales D. Label-free quantitative proteomic analysis of tolerance to drought in Pisum sativum. Proteomics 2016; 16:2776-2787. [PMID: 27539924 DOI: 10.1002/pmic.201600156] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2016] [Revised: 07/20/2016] [Accepted: 08/12/2016] [Indexed: 11/07/2022]
Abstract
Abiotic stresses caused by adverse environmental conditions are responsible for heavy economic losses on pea crop, being drought one of the most important abiotic constraints. Development of pea cultivars well adapted to dry conditions has been one of the major tasks in breeding programs. The increasing food requirements drive the necessity to broaden the molecular basis of tolerance to drought to develop pea cultivars well adapted to dry conditions. We have used a shotgun proteomic approach (nLC-MSMS) to study the tolerance to drought in three pea genotypes that were selected based on differences in the level of water deficit tolerance. Multivariate statistical analysis of data unraveled 367 significant differences of 700 identified when genotypes and/or treatment were compared. More than half of the significantly changed proteins belong to primary metabolism and protein regulation categories. We propose different mechanisms to cope drought in the genotypes studied. Maintenance of the primary metabolism and protein protection seems a strategy for drought tolerance. On the other hand susceptibility might be related to maintenance of the homeostatic equilibrium, a very energy consuming process. Data are available via ProteomeXchange with identifier PXD004587.
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Affiliation(s)
- María-Ángeles Castillejo
- Department of Molecular Systems Biology, University of Vienna, Vienna, Austria.
- Institute for Sustainable Agriculture, CSIC, Córdoba, Spain.
| | | | - Stefanie Wienkoop
- Department of Molecular Systems Biology, University of Vienna, Vienna, Austria
| | - Diego Rubiales
- Institute for Sustainable Agriculture, CSIC, Córdoba, Spain
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Isobaric Tags for Relative and Absolute Quantitation (iTRAQ)-Based Comparative Proteome Analysis of the Response of Ramie under Drought Stress. Int J Mol Sci 2016; 17:ijms17101607. [PMID: 27689998 PMCID: PMC5085640 DOI: 10.3390/ijms17101607] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2016] [Revised: 08/17/2016] [Accepted: 09/15/2016] [Indexed: 12/20/2022] Open
Abstract
In this study, we conducted the first isobaric tags for relative and absolute quantitation (isobaric tags for relative and absolute quantitation (iTRAQ))-based comparative proteomic analysis of ramie plantlets after 0 (minor drought stress), 24 (moderate drought stress), and 72 h (severe drought stress) of treatment with 15% (w/v) poly (ethylene glycol)6000 (PEG6000) to simulate drought stress. In our study, the association analysis of proteins and transcript expression revealed 1244 and 968 associated proteins identified in leaves and roots, respectively. L1, L2, and L3 are leaf samples which were harvested at 0, 24, and 72 h after being treated with 15% PEG6000, respectively. Among those treatment groups, a total of 118, 216, and 433 unique proteins were identified as differentially expressed during L1 vs. L2, L2 vs. L3, and L1 vs. L3, respectively. R1, R2, and R3 are root samples which were harvested at 0, 24, and 72 h after being treated with 15% PEG6000, respectively. Among those treatment groups,a total of 124, 27, and 240 unique proteins were identified as differentially expressed during R1 vs. R2, R2 vs. R3, and R1 vs. R3, respectively. Bioinformatics analysis indicated that glycolysis/gluconeogenesis was significantly upregulated in roots in response to drought stress. This enhancement may result in more glycolytically generated adenosine triphosphate (ATP) in roots to adapt to adverse environmental conditions. To obtain complementary information related to iTRAQ data, the mRNA levels of 12 proteins related to glycolysis/gluconeogenesis in leaves and 7 in roots were further analyzed by qPCR. Most of their expression levels were higher in R3 than R1 and R2, suggesting that these compounds may promote drought tolerance by modulating the production of available energy.
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Chen GX, Zhou JW, Liu YL, Lu XB, Han CX, Zhang WY, Xu YH, Yan YM. Biosynthesis and Regulation of Wheat Amylose and Amylopectin from Proteomic and Phosphoproteomic Characterization of Granule-binding Proteins. Sci Rep 2016; 6:33111. [PMID: 27604546 PMCID: PMC5015113 DOI: 10.1038/srep33111] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2016] [Accepted: 05/14/2016] [Indexed: 11/09/2022] Open
Abstract
Waxy starch has an important influence on the qualities of breads. Generally, grain weight and yield in waxy wheat (Triticum aestivum L.) are significantly lower than in bread wheat. In this study, we performed the first proteomic and phosphoproteomic analyses of starch granule-binding proteins by comparing the waxy wheat cultivar Shannong 119 and the bread wheat cultivar Nongda 5181. These results indicate that reduced amylose content does not affect amylopectin synthesis, but it causes significant reduction of total starch biosynthesis, grain size, weight and grain yield. Two-dimensional differential in-gel electrophoresis identified 40 differentially expressed protein (DEP) spots in waxy and non-waxy wheats, which belonged mainly to starch synthase (SS) I, SS IIa and granule-bound SS I. Most DEPs involved in amylopectin synthesis showed a similar expression pattern during grain development, suggesting relatively independent amylose and amylopectin synthesis pathways. Phosphoproteome analysis of starch granule-binding proteins, using TiO2 microcolumns and LC-MS/MS, showed that the total number of phosphoproteins and their phosphorylation levels in ND5181 were significantly higher than in SN119, but proteins controlling amylopectin synthesis had similar phosphorylation levels. Our results revealed the lack of amylose did not affect the expression and phosphorylation of the starch granule-binding proteins involved in amylopectin biosynthesis.
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Affiliation(s)
- Guan-Xing Chen
- College of Life Science, Capital Normal University, 100048 Beijing, China
| | - Jian-Wen Zhou
- College of Life Science, Capital Normal University, 100048 Beijing, China
| | - Yan-Lin Liu
- College of Life Science, Capital Normal University, 100048 Beijing, China
| | - Xiao-Bing Lu
- College of Life Science, Capital Normal University, 100048 Beijing, China
| | - Cai-Xia Han
- College of Life Science, Capital Normal University, 100048 Beijing, China
| | - Wen-Ying Zhang
- Hubei Collaborative Innovation Center for Grain Industry, Yangtze University, 434025 Jingzhou, China
| | - Yan-Hao Xu
- Hubei Collaborative Innovation Center for Grain Industry, Yangtze University, 434025 Jingzhou, China
| | - Yue-Ming Yan
- College of Life Science, Capital Normal University, 100048 Beijing, China
- Hubei Collaborative Innovation Center for Grain Industry, Yangtze University, 434025 Jingzhou, China
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Cheng L, Wang Y, He Q, Li H, Zhang X, Zhang F. Comparative proteomics illustrates the complexity of drought resistance mechanisms in two wheat (Triticum aestivum L.) cultivars under dehydration and rehydration. BMC PLANT BIOLOGY 2016; 16:188. [PMID: 27576435 PMCID: PMC5006382 DOI: 10.1186/s12870-016-0871-8] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/03/2016] [Accepted: 08/10/2016] [Indexed: 05/18/2023]
Abstract
BACKGROUND Drought stress is one of the most adverse environmental constraints to plant growth and productivity. Comparative proteomics of drought-tolerant and sensitive wheat genotypes is a strategy to understand the complexity of molecular mechanism of wheat in response to drought. This study attempted to extend findings regarding the potential proteomic dynamics in wheat under drought stress and to enrich the research content of drought tolerance mechanism. RESULTS A comparative proteomics approach was applied to analyze proteome change of Xihan No. 2 (a drought-tolerant cultivar) and Longchun 23 (a drought-sensitive cultivar) subjected to a range of dehydration treatments (18 h, 24 h and 48 h) and rehydration treatment (R24 h) using 2-DE, respectively. Quantitative image analysis showed a total of 172 protein spots in Xihan No. 2 and 215 spots from Longchun 23 with their abundance significantly altered (p < 0.05) more than 2.5-fold. Out of these spots, a total of 84 and 64 differentially abundant proteins were identified by MALDI-TOF/TOF MS in Xihan No. 2 and Longchun 23, respectively. Most of these identified proteins were involved in metabolism, photosynthesis, defence and protein translation/processing/degradation in both two cultivars. In addition, the proteins involved in redox homeostasis, energy, transcription, cellular structure, signalling and transport were also identified. Furthermore, the comparative analysis of drought-responsive proteome allowed for the general elucidation of the major mechanisms associated with differential responses to drought of both two cultivars. These cellular processes work more cooperatively to re-establish homeostasis in Xihan No. 2 than Longchun 23. The resistance mechanisms of Xihan No. 2 mainly included changes in the metabolism of carbohydrates and amino acids as well as in the activation of more antioxidation and defense systems and in the levels of proteins involved in ATP synthesis and protein degradation/refolding. CONCLUSIONS This study revealed that the levels of a number of proteins involved in various cellular processes were affected by drought stress in two wheat cultivars with different drought tolerance. The results showed that there exist specific responses to drought in Xihan No. 2 and Longchun 23. The proposed hypothetical model would explain the interaction of these identified proteins that are associated with drought-responses in two cultivars, and help in developing strategies to improve drought tolerance in wheat.
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Affiliation(s)
- Lixiang Cheng
- College of Agronomy, Gansu Provincial Key Laboratory of Aridland Crop Science, Gansu Key Laboratory of Crop Improvement & Germplasm Enhancement, Research & Testing Center, Gansu Agricultural University, Lanzhou, China
| | - Yuping Wang
- College of Agronomy, Gansu Provincial Key Laboratory of Aridland Crop Science, Gansu Key Laboratory of Crop Improvement & Germplasm Enhancement, Research & Testing Center, Gansu Agricultural University, Lanzhou, China
| | - Qiang He
- College of Agronomy, Gansu Provincial Key Laboratory of Aridland Crop Science, Gansu Key Laboratory of Crop Improvement & Germplasm Enhancement, Research & Testing Center, Gansu Agricultural University, Lanzhou, China
| | - Huijun Li
- College of Agronomy, Gansu Provincial Key Laboratory of Aridland Crop Science, Gansu Key Laboratory of Crop Improvement & Germplasm Enhancement, Research & Testing Center, Gansu Agricultural University, Lanzhou, China
- Wuwei Agricultural and Animal Husbandry Bureau, Wuwei, China
| | - Xiaojing Zhang
- College of Agronomy, Gansu Provincial Key Laboratory of Aridland Crop Science, Gansu Key Laboratory of Crop Improvement & Germplasm Enhancement, Research & Testing Center, Gansu Agricultural University, Lanzhou, China
- Gansu Dingxi Academy of Agricultural Science, Dingxi, China
| | - Feng Zhang
- College of Agronomy, Gansu Provincial Key Laboratory of Aridland Crop Science, Gansu Key Laboratory of Crop Improvement & Germplasm Enhancement, Research & Testing Center, Gansu Agricultural University, Lanzhou, China
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Ma J, Dong W, Zhang D, Gao X, Jiang L, Shao Y, Tong D, Li C. Proteomic profiling analysis reveals that glutathione system plays important roles responding to osmotic stress in wheat (Triticum aestivum L.) roots. PeerJ 2016; 4:e2334. [PMID: 27602297 PMCID: PMC4991857 DOI: 10.7717/peerj.2334] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Accepted: 07/16/2016] [Indexed: 12/05/2022] Open
Abstract
Wheat is one of the most important crops in the world, and osmotic stress has become one of the main factors affecting wheat production. Understanding the mechanism of the response of wheat to osmotic stress would be greatly significant. In the present study, isobaric tag for relative and absolute quantification (iTRAQ) was used to analyze the changes of protein expression in the wheat roots exposed to different osmotic stresses. A total of 2,228 expressed proteins, including 81 differentially expressed proteins, between osmotic stress and control, were found. The comprehensive analysis of these differentially expressed proteins revealed that osmotic stress increased the variety of expressed proteins and suppressed the quantity of expressed proteins in wheat roots. Furthermore, the proteins for detoxifying and reactive oxygen species scavenging, especially the glutathione system, played important roles in maintaining organism balance in response to osmotic stress in wheat roots. Thus, the present study comprehensively describes the protein expression changes in wheat roots in response to osmotic stress, providing firmer foundation to further study the mechanism of osmotic resistance in wheat.
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Affiliation(s)
- Jianhui Ma
- College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Wen Dong
- China Rural Technology Development Center, Beijing, China
| | - Daijing Zhang
- College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Xiaolong Gao
- College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Lina Jiang
- College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Yun Shao
- College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Doudou Tong
- College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Chunxi Li
- College of Life Science, Henan Normal University, Xinxiang, Henan, China
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de Mello CS, Van Dijk JP, Voorhuijzen M, Kok EJ, Arisi ACM. Tuber proteome comparison of five potato varieties by principal component analysis. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2016; 96:3928-3936. [PMID: 26799786 DOI: 10.1002/jsfa.7635] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2015] [Revised: 01/08/2016] [Accepted: 01/11/2016] [Indexed: 06/05/2023]
Abstract
BACKGROUND Data analysis of omics data should be performed by multivariate analysis such as principal component analysis (PCA). The way data are clustered in PCA is of major importance to develop some classification systems based on multivariate analysis, such as soft independent modeling of class analogy (SIMCA). In a previous study a one-class classifier based on SIMCA was built using microarray data from a set of potatoes. The PCA grouped the transcriptomic data according to varieties. The present work aimed to use PCA to verify the clustering of the proteomic profiles for the same potato varieties. RESULTS Proteomic profiles of five potato varieties (Biogold, Fontane, Innovator, Lady Rosetta and Maris Piper) were evaluated by two-dimensional gel electrophoresis (2-DE) performed on two immobilized pH gradient (IPG) strip lengths, 13 and 24 cm, both under pH range 4-7. For each strip length, two gels were prepared from each variety; in total there were ten gels per analysis. For 13 cm strips, 199-320 spots were detected per gel, and for 24 cm strips, 365-684 spots. CONCLUSION All four PCAs performed with these datasets presented clear grouping of samples according to the varieties. The data presented here showed that PCA was applicable for proteomic analysis of potato and was able to separate the samples by varieties. © 2016 Society of Chemical Industry.
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Affiliation(s)
- Carla Souza de Mello
- Food Science and Technology Department, Federal University of Santa Catarina, Rod. Admar Gonzaga 1346, 88034-001, Florianópolis, SC, Brazil
| | - Jeroen P Van Dijk
- RIKILT, Wageningen University and Research Centre, PO Box 230, NL-6700, AE, Wageningen, The Netherlands
| | - Marleen Voorhuijzen
- RIKILT, Wageningen University and Research Centre, PO Box 230, NL-6700, AE, Wageningen, The Netherlands
| | - Esther J Kok
- RIKILT, Wageningen University and Research Centre, PO Box 230, NL-6700, AE, Wageningen, The Netherlands
| | - Ana Carolina Maisonnave Arisi
- Food Science and Technology Department, Federal University of Santa Catarina, Rod. Admar Gonzaga 1346, 88034-001, Florianópolis, SC, Brazil
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Guo B, Luan H, Lin S, Lv C, Zhang X, Xu R. Comparative Proteomic Analysis of Two Barley Cultivars (Hordeum vulgare L.) with Contrasting Grain Protein Content. FRONTIERS IN PLANT SCIENCE 2016; 7:542. [PMID: 27200019 PMCID: PMC4843811 DOI: 10.3389/fpls.2016.00542] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2015] [Accepted: 04/05/2016] [Indexed: 05/24/2023]
Abstract
Grain protein contents (GPCs) of barley seeds are significantly different between feed and malting barley cultivars. However, there is still no insight into the proteomic analysis of seed proteins between feed and malting barley cultivars. Also, the genetic control of barley GPC is still unclear. GPCs were measured between mature grains of Yangsimai 3 and Naso Nijo. A proteome profiling of differentially expressed protein was established by using a combination of 2-DE and tandem mass spectrometry. In total, 502 reproducible protein spots in barley seed proteome were detected with a pH range of 4-7 and 6-11, among these 41 protein spots (8.17%) were detected differentially expressed between Yangsimai 3 and Naso Nijo. Thirty-four protein spots corresponding to 23 different proteins were identified, which were grouped into eight categories, including stress, protein degradation and post-translational modification, development, cell, signaling, glycolysis, starch metabolism, and other functions. Among the identified proteins, enolase (spot 274) and small subunit of ADP-glucose pyrophosphorylase (spot 271) are exclusively expressed in barley Yangsimai 3, which may be involved in regulating seed protein expression. In addition, malting quality is characterized by an accumulation of serpin protein, Alpha-amylase/trypsin inhibitor CMb and Alpha-amylase inhibitor BDAI-1. Most noticeably, globulin, an important storage protein in barley seed, undergoes post-translational processing in both cultivars, and also displays different expression patterns.
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Affiliation(s)
- Baojian Guo
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Co-Innovation Center for Modern Production Technology of Grain Crops, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Barley Research Institution of Yangzhou University, Yangzhou UniversityYangzhou, China
| | - Haiye Luan
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Co-Innovation Center for Modern Production Technology of Grain Crops, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Barley Research Institution of Yangzhou University, Yangzhou UniversityYangzhou, China
- JiangSu Coastal Area Institute of Agricultural SciencesYancheng, China
| | - Shen Lin
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Co-Innovation Center for Modern Production Technology of Grain Crops, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Barley Research Institution of Yangzhou University, Yangzhou UniversityYangzhou, China
| | - Chao Lv
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Co-Innovation Center for Modern Production Technology of Grain Crops, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Barley Research Institution of Yangzhou University, Yangzhou UniversityYangzhou, China
| | - Xinzhong Zhang
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Co-Innovation Center for Modern Production Technology of Grain Crops, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Barley Research Institution of Yangzhou University, Yangzhou UniversityYangzhou, China
| | - Rugen Xu
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Co-Innovation Center for Modern Production Technology of Grain Crops, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Barley Research Institution of Yangzhou University, Yangzhou UniversityYangzhou, China
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