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Nguyen HQ, Kim Y, Jang Y. De Novo Transcriptome Analysis Reveals Potential Thermal Adaptation Mechanisms in the Cicada Hyalessa fuscata. Animals (Basel) 2021; 11:ani11102785. [PMID: 34679807 PMCID: PMC8532856 DOI: 10.3390/ani11102785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 09/17/2021] [Accepted: 09/20/2021] [Indexed: 11/24/2022] Open
Abstract
Simple Summary In metropolitan Seoul and its vicinity, cicadas of the species Hyalessa fuscata living in warmer areas could tolerate the heat better than those living in cooler areas, but genetic mechanisms involved in better heat tolerance remained unclear. In this study, we examined differences in gene expression of cicadas living in a warm urban area, a cool urban area and a suburban area in three experimental treatments: no heating, 10 min heating and heating until the cicadas lost their mobility. Cicadas from the warm urban area changed their gene expressions the most. Activated genes were mostly related to heat shock, energy metabolism, and detoxification. These results suggested that under heat stress, cicadas inhabiting warm areas could differentially express genes to increase their thermal tolerance. Abstract In metropolitan Seoul, populations of the cicada Hyalessa fuscata in hotter urban heat islands (“high UHIs”) exhibit higher thermal tolerance than those in cooler UHIs (“low UHIs”). We hypothesized that heat stress may activate the expression of genes that facilitate greater thermal tolerance in high-UHI cicadas than in those from cooler areas. Differences in the transcriptomes of adult female cicadas from high-UHI, low-UHI, and suburban areas were analyzed at the unheated level, after acute heat stress, and after heat torpor. No noticeable differences in unheated gene expression patterns were observed. After 10 min of acute heat stress, however, low-UHI and suburban cicadas expressed more heat shock protein genes than high-UHI counterparts. More specifically, remarkable changes in the gene expression of cicadas across areas were observed after heat torpor stimulus, as represented by a large number of up- and downregulated genes in the heat torpor groups compared with the 10 min acute heat stress and control groups. High-UHI cicadas expressed the most differentially expressed genes, followed by the low-UHI and suburban cicadas. There was a notable increase in the expression of heat shock, metabolism, and detoxification genes; meanwhile, immune-related, signal transduction, and protein turnover genes were downregulated in high-UHI cicadas versus the other cicada groups. These results suggested that under heat stress, cicadas inhabiting high-UHIs could rapidly express genes related to heat shock, energy metabolism, and detoxification to protect cells from stress-induced damage and to increase their thermal tolerance toward heat stress. The downregulation of apoptosis mechanisms in high-UHI cicadas suggested that there was less cellular damage, which likely contributed to their high tolerance of heat stress.
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Affiliation(s)
- Hoa Quynh Nguyen
- Interdisciplinary Program of EcoCreative, Ewha Womans University, Ewhayeodaegil-52, Seoul 03760, Korea; (H.Q.N.); (Y.K.)
- Department of Life Sciences and Division of Ecoscience, Ewha Womans University, Ewhayeodaegil-52, Seoul 03760, Korea
- Institute of Chemistry, Vietnam Academy of Science and Technology, No. 18 Hoang Quoc Viet Street, Cau Giay District, Hanoi 10072, Vietnam
| | - Yuseob Kim
- Interdisciplinary Program of EcoCreative, Ewha Womans University, Ewhayeodaegil-52, Seoul 03760, Korea; (H.Q.N.); (Y.K.)
- Department of Life Sciences and Division of Ecoscience, Ewha Womans University, Ewhayeodaegil-52, Seoul 03760, Korea
| | - Yikweon Jang
- Interdisciplinary Program of EcoCreative, Ewha Womans University, Ewhayeodaegil-52, Seoul 03760, Korea; (H.Q.N.); (Y.K.)
- Department of Life Sciences and Division of Ecoscience, Ewha Womans University, Ewhayeodaegil-52, Seoul 03760, Korea
- Correspondence:
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Abbasi AZ, Bilal M, Khurshid G, Yiotis C, Zeb I, Hussain J, Baig A, Shah MM, Chaudhary SU, Osborne B, Ahmad R. Expression of cyanobacterial genes enhanced CO 2 assimilation and biomass production in transgenic Arabidopsis thaliana. PeerJ 2021; 9:e11860. [PMID: 34434649 PMCID: PMC8359801 DOI: 10.7717/peerj.11860] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Accepted: 07/05/2021] [Indexed: 01/01/2023] Open
Abstract
Background Photosynthesis is a key process in plants that is compromised by the oxygenase activity of Rubisco, which leads to the production of toxic compound phosphoglycolate that is catabolized by photorespiratory pathway. Transformation of plants with photorespiratory bypasses have been shown to reduce photorespiration and enhance plant biomass. Interestingly, engineering of a single gene from such photorespiratory bypasses has also improved photosynthesis and plant productivity. Although single gene transformations may not completely reduce photorespiration, increases in plant biomass accumulation have still been observed indicating an alternative role in regulating different metabolic processes. Therefore, the current study was aimed at evaluating the underlying mechanism (s) associated with the effects of introducing a single cyanobacterial glycolate decarboxylation pathway gene on photosynthesis and plant performance. Methods Transgenic Arabidopsis thaliana plants (GD, HD, OX) expressing independently cyanobacterial decarboxylation pathway genes i.e., glycolate dehydrogenase, hydroxyacid dehydrogenase, and oxalate decarboxylase, respectively, were utilized. Photosynthetic, fluorescence related, and growth parameters were analyzed. Additionally, transcriptomic analysis of GD transgenic plants was also performed. Results The GD plants exhibited a significant increase (16%) in net photosynthesis rate while both HD and OX plants showed a non-significant (11%) increase as compared to wild type plants (WT). The stomatal conductance was significantly higher (24%) in GD and HD plants than the WT plants. The quantum efficiencies of photosystem II, carbon dioxide assimilation and the chlorophyll fluorescence-based photosynthetic electron transport rate were also higher than WT plants. The OX plants displayed significant reductions in the rate of photorespiration relative to gross photosynthesis and increase in the ratio of the photosynthetic electron flow attributable to carboxylation reactions over that attributable to oxygenation reactions. GD, HD and OX plants accumulated significantly higher biomass and seed weight. Soluble sugars were significantly increased in GD and HD plants, while the starch levels were higher in all transgenic plants. The transcriptomic analysis of GD plants revealed 650 up-regulated genes mainly related to photosynthesis, photorespiratory pathway, sucrose metabolism, chlorophyll biosynthesis and glutathione metabolism. Conclusion This study revealed the potential of introduced cyanobacterial pathway genes to enhance photosynthetic and growth-related parameters. The upregulation of genes related to different pathways provided evidence of the underlying mechanisms involved particularly in GD plants. However, transcriptomic profiling of HD and OX plants can further help to identify other potential mechanisms involved in improved plant productivity.
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Affiliation(s)
- Anum Zeb Abbasi
- Department of Biotechnology, COMSATS University Islamabad, Abbottabad Campus, Abbottabad, KP, Pakistan
| | - Misbah Bilal
- Department of Biotechnology, COMSATS University Islamabad, Abbottabad Campus, Abbottabad, KP, Pakistan
| | - Ghazal Khurshid
- Department of Biotechnology, COMSATS University Islamabad, Abbottabad Campus, Abbottabad, KP, Pakistan
| | - Charilaos Yiotis
- School of Biology and Environmental Sciences, University College Dublin, Belfield, Dublin, Ireland.,Department of Biological Applications and Technology, University of Ioannina, Ioannina, Greece
| | - Iftikhar Zeb
- Department of Biotechnology, COMSATS University Islamabad, Abbottabad Campus, Abbottabad, KP, Pakistan
| | - Jamshaid Hussain
- Department of Biotechnology, COMSATS University Islamabad, Abbottabad Campus, Abbottabad, KP, Pakistan
| | - Ayesha Baig
- Department of Biotechnology, COMSATS University Islamabad, Abbottabad Campus, Abbottabad, KP, Pakistan
| | - Mohammad Maroof Shah
- Department of Biotechnology, COMSATS University Islamabad, Abbottabad Campus, Abbottabad, KP, Pakistan
| | - Safee Ullah Chaudhary
- Department of Biology, School of Science and Engineering, Lahore University of Management Sciences, Lahore, Punjab, Pakistan
| | - Bruce Osborne
- School of Biology and Environmental Sciences, University College Dublin, Belfield, Dublin, Ireland
| | - Raza Ahmad
- Department of Biotechnology, COMSATS University Islamabad, Abbottabad Campus, Abbottabad, KP, Pakistan
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Yang Y, Zhang X, Wu L, Zhang L, Liu G, Xia C, Liu X, Kong X. Transcriptome profiling of developing leaf and shoot apices to reveal the molecular mechanism and co-expression genes responsible for the wheat heading date. BMC Genomics 2021; 22:468. [PMID: 34162321 PMCID: PMC8220847 DOI: 10.1186/s12864-021-07797-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 06/10/2021] [Indexed: 12/13/2022] Open
Abstract
Background Wheat is one of the most widely planted crops worldwide. The heading date is important for wheat environmental adaptability, as it not only controls flowering time but also determines the yield component in terms of grain number per spike. Results In this research, homozygous genotypes with early and late heading dates derived from backcrossed progeny were selected to conduct RNA-Seq analysis at the double ridge stage (W2.0) and androgynous primordium differentiation stage (W3.5) of the leaf and apical meristem, respectively. In total, 18,352 differentially expressed genes (DEGs) were identified, many of which are strongly associated with wheat heading date genes. Gene Ontology (GO) enrichment analysis revealed that carbohydrate metabolism, trehalose metabolic process, photosynthesis, and light reaction are closely related to the flowering time regulation pathway. Based on MapMan metabolic analysis, the DEGs are mainly involved in the light reaction, hormone signaling, lipid metabolism, secondary metabolism, and nucleotide synthesis. In addition, 1,225 DEGs were annotated to 45 transcription factor gene families, including LFY, SBP, and MADS-box transcription factors closely related to flowering time. Weighted gene co-expression network analysis (WGCNA) showed that 16, 336, 446, and 124 DEGs have biological connections with Vrn1-5 A, Vrn3-7B, Ppd-1D, and WSOC1, respectively. Furthermore, TraesCS2D02G181400 encodes a MADS-MIKC transcription factor and is co-expressed with Vrn1-5 A, which indicates that this gene may be related to flowering time. Conclusions RNA-Seq analysis provided transcriptome data for the wheat heading date at key flower development stages of double ridge (W2.0) and androgynous primordium differentiation (W3.5). Based on the DEGs identified, co-expression networks of key flowering time genes in Vrn1-5 A, Vrn3-7B, WSOC1, and Ppd-1D were established. Moreover, we discovered a potential candidate flowering time gene, TraesCS2D02G181400. Taken together, these results serve as a foundation for further study on the regulatory mechanism of the wheat heading date. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-021-07797-7.
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Affiliation(s)
- Yuxin Yang
- The National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, 100081, Beijing, China
| | - Xueying Zhang
- The National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, 100081, Beijing, China
| | - Lifen Wu
- The National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, 100081, Beijing, China.,Hebei sub-center of National Maize Improvement Center of China, Key Laboratory of Crop Germplasm Resources of Northern China (Ministry of Education), College of Agronomy, Hebei Agricultural University, 071001, Baoding, China
| | - Lichao Zhang
- The National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, 100081, Beijing, China
| | - Guoxiang Liu
- The National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, 100081, Beijing, China
| | - Chuan Xia
- The National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, 100081, Beijing, China
| | - Xu Liu
- The National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, 100081, Beijing, China
| | - Xiuying Kong
- The National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, 100081, Beijing, China.
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Sun X, Tu K, Li L, Wu B, Wu L, Liu Z, Zhou L, Tian J, Yang A. Integrated transcriptome and metabolome analysis reveals molecular responses of the clams to acute hypoxia. MARINE ENVIRONMENTAL RESEARCH 2021; 168:105317. [PMID: 33819872 DOI: 10.1016/j.marenvres.2021.105317] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 03/13/2021] [Accepted: 03/18/2021] [Indexed: 06/12/2023]
Abstract
Mudflat shellfish have evolved well-adapted strategies for coping with dynamic environmental fluxes and stressful conditions, including oxygen availability. The Manila clams Ruditapes philippinarum are worldwide cultured shellfish in marine intertidal zone, which usually encounter great risk of acute hypoxia exposure in coastal habitats. To reveal the effects of acute hypoxia on metabolic changes of the clams, we performed the integrated analysis of transcriptomics and metabolomics to investigate the global changes of genes and metabolites during acute hypoxia stress at the whole-organism level. The comparative transcriptome analysis reveals that the clams show the remarkable depression in a variety of biological performance, such as metabolic rates, neuronal activity, biomineralization activity, and cell proliferation and differentiation at the hypoxic condition. The metabolomic analysis reveals that amino acid metabolism plays a critical role in the metabolic changes of the clams in response to acute hypoxia. A variety of free amino acids may not only be served as the potential osmolytes for osmotic regulation, but also may contribute to energy production during the acute hypoxia exposure. The metabolite analysis also reveals several important biomarkers for metabolic changes, and provides new insights into how clams deal with acute hypoxia. These findings suggest that clams may get through acute hypoxia stress by the adaptive metabolic strategy to survive short-period of acute hypoxia which is likely to occur in their typical habitat. The present findings will not only shed lights on the molecular and metabolic mechanisms of adaptive strategies under stressful conditions, but also provide the signaling metabolites to assess the physiological states of clams in aquaculture.
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Affiliation(s)
- Xiujun Sun
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Key Laboratory of Sustainable Development of Marine Fisheries, Ministry of Agriculture and Rural Affairs, Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology, Qingdao, 266071, China
| | - Kang Tu
- Putian Institute of Aquaculture Science of Fujian Province, Putian, 351100, China
| | - Li Li
- Marine Biology Institute of Shandong Province, Qingdao, 266104, China
| | - Biao Wu
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Key Laboratory of Sustainable Development of Marine Fisheries, Ministry of Agriculture and Rural Affairs, Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology, Qingdao, 266071, China
| | - Lei Wu
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Key Laboratory of Sustainable Development of Marine Fisheries, Ministry of Agriculture and Rural Affairs, Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology, Qingdao, 266071, China; Jiangsu Ocean University, Lianyungang, 222005, China
| | - Zhihong Liu
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Key Laboratory of Sustainable Development of Marine Fisheries, Ministry of Agriculture and Rural Affairs, Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology, Qingdao, 266071, China
| | - Liqing Zhou
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Key Laboratory of Sustainable Development of Marine Fisheries, Ministry of Agriculture and Rural Affairs, Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology, Qingdao, 266071, China
| | - Jiteng Tian
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Key Laboratory of Sustainable Development of Marine Fisheries, Ministry of Agriculture and Rural Affairs, Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology, Qingdao, 266071, China
| | - Aiguo Yang
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Key Laboratory of Sustainable Development of Marine Fisheries, Ministry of Agriculture and Rural Affairs, Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology, Qingdao, 266071, China.
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Gioppato HA, Dornelas MC. Plant design gets its details: Modulating plant architecture by phase transitions. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2021; 163:1-14. [PMID: 33799013 DOI: 10.1016/j.plaphy.2021.03.046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 03/20/2021] [Indexed: 06/12/2023]
Abstract
Plants evolved different strategies to better adapt to the environmental conditions in which they live: the control of their body architecture and the timing of phase change are two important processes that can improve their fitness. As they age, plants undergo two major phase changes (juvenile to adult and adult to reproductive) that are a response to environmental and endogenous signals. These phase transitions are accompanied by alterations in plant morphology and also by changes in physiology and the behavior of gene regulatory networks. Six main pathways involving environmental and endogenous cues that crosstalk with each other have been described as responsible for the control of plant phase transitions: the photoperiod pathway, the autonomous pathway, the vernalization pathway, the temperature pathway, the GA pathway, and the age pathway. However, studies have revealed that sugar is also involved in phase change and the control of branching behavior. In this review, we discuss recent advances in plant biology concerning the genetic and molecular mechanisms that allow plants to regulate phase transitions in response to the environment. We also propose connections between phase transition and plant architecture control.
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Affiliation(s)
- Helena Augusto Gioppato
- University of Campinas (UNICAMP), Biology Institute, Plant Biology Department, Rua Monteiro Lobato, 255 CEP 13, 083-862, Campinas, SP, Brazil
| | - Marcelo Carnier Dornelas
- University of Campinas (UNICAMP), Biology Institute, Plant Biology Department, Rua Monteiro Lobato, 255 CEP 13, 083-862, Campinas, SP, Brazil.
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Identification of the trehalose-6-phosphate synthase gene family in Medicago truncatula and expression analysis under abiotic stresses. Gene 2021; 787:145641. [PMID: 33848573 DOI: 10.1016/j.gene.2021.145641] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 03/21/2021] [Accepted: 04/07/2021] [Indexed: 01/01/2023]
Abstract
Trehalose-6-phosphate synthase (TPS) exerts important functions related to plant desiccation tolerance and responses to environmental stimuli. However, in Medicago truncatula, the TPS family has not been reported to date. This study found 11 MtTPS genes in the genome of M. truncatula, which could be divided into two subfamilies: Class I and Class II. All TPS family members have a TPS domain (Glyco transf_20) at the N-terminus and a TPP domain (Trehalose_PPase) at the C-terminus. Interestingly, the genetic structures differ between Class I and Class II, Class I members have more introns than Class II members. Furthermore, transcriptome and real-time PCR analysis showed that five MtTPS genes could be induced by drought, salt or cold. Specifically, MtTPS2, MtTPS8, MtTPS9, MtTPS11 were up-regulated under both drought and salt treatment, particularly, MtTPS8 and MtTPS9 can also be induced by cold, while MtTPS7 only responded to salt stress. In summary, this study provides the foundation for further research on TPS genes in M. truncatula and their regulatory function in response to abiotic stresses.
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Fan M, Miao F, Jia H, Li G, Powers C, Nagarajan R, Alderman PD, Carver BF, Ma Z, Yan L. O-linked N-acetylglucosamine transferase is involved in fine regulation of flowering time in winter wheat. Nat Commun 2021; 12:2303. [PMID: 33863881 PMCID: PMC8052332 DOI: 10.1038/s41467-021-22564-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Accepted: 03/16/2021] [Indexed: 01/29/2023] Open
Abstract
Vernalization genes underlying dramatic differences in flowering time between spring wheat and winter wheat have been studied extensively, but little is known about genes that regulate subtler differences in flowering time among winter wheat cultivars, which account for approximately 75% of wheat grown worldwide. Here, we identify a gene encoding an O-linked N-acetylglucosamine (O-GlcNAc) transferase (OGT) that differentiates heading date between winter wheat cultivars Duster and Billings. We clone this TaOGT1 gene from a quantitative trait locus (QTL) for heading date in a mapping population derived from these two bread wheat cultivars and analyzed in various environments. Transgenic complementation analysis shows that constitutive overexpression of TaOGT1b from Billings accelerates the heading of transgenic Duster plants. TaOGT1 is able to transfer an O-GlcNAc group to wheat protein TaGRP2. Our findings establish important roles for TaOGT1 in winter wheat in adaptation to global warming in the future climate scenarios.
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Affiliation(s)
- Min Fan
- Department of Plant and Soil Sciences, Oklahoma State University, Stillwater, OK, USA
- Crop Genomics and Bioinformatics Center and National Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Jiangsu, Nanjing, PR China
| | - Fang Miao
- Department of Plant and Soil Sciences, Oklahoma State University, Stillwater, OK, USA
- College of Life Science, Northwest A & F University, Yangling, Shaanxi, PR China
| | - Haiyan Jia
- Department of Plant and Soil Sciences, Oklahoma State University, Stillwater, OK, USA
- Crop Genomics and Bioinformatics Center and National Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Jiangsu, Nanjing, PR China
| | - Genqiao Li
- Department of Plant and Soil Sciences, Oklahoma State University, Stillwater, OK, USA
- Wheat, Peanut and Other Field Crops Research Unit, USDA-ARS, Stillwater, OK, USA
| | - Carol Powers
- Department of Plant and Soil Sciences, Oklahoma State University, Stillwater, OK, USA
| | - Ragupathi Nagarajan
- Department of Plant and Soil Sciences, Oklahoma State University, Stillwater, OK, USA
| | - Phillip D Alderman
- Department of Plant and Soil Sciences, Oklahoma State University, Stillwater, OK, USA
| | - Brett F Carver
- Department of Plant and Soil Sciences, Oklahoma State University, Stillwater, OK, USA
| | - Zhengqiang Ma
- Crop Genomics and Bioinformatics Center and National Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Jiangsu, Nanjing, PR China
| | - Liuling Yan
- Department of Plant and Soil Sciences, Oklahoma State University, Stillwater, OK, USA.
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Gjindali A, Herrmann HA, Schwartz JM, Johnson GN, Calzadilla PI. A Holistic Approach to Study Photosynthetic Acclimation Responses of Plants to Fluctuating Light. FRONTIERS IN PLANT SCIENCE 2021; 12:668512. [PMID: 33936157 PMCID: PMC8079764 DOI: 10.3389/fpls.2021.668512] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 03/23/2021] [Indexed: 05/10/2023]
Abstract
Plants in natural environments receive light through sunflecks, the duration and distribution of these being highly variable across the day. Consequently, plants need to adjust their photosynthetic processes to avoid photoinhibition and maximize yield. Changes in the composition of the photosynthetic apparatus in response to sustained changes in the environment are referred to as photosynthetic acclimation, a process that involves changes in protein content and composition. Considering this definition, acclimation differs from regulation, which involves processes that alter the activity of individual proteins over short-time periods, without changing the abundance of those proteins. The interconnection and overlapping of the short- and long-term photosynthetic responses, which can occur simultaneously or/and sequentially over time, make the study of long-term acclimation to fluctuating light in plants challenging. In this review we identify short-term responses of plants to fluctuating light that could act as sensors and signals for acclimation responses, with the aim of understanding how plants integrate environmental fluctuations over time and tailor their responses accordingly. Mathematical modeling has the potential to integrate physiological processes over different timescales and to help disentangle short-term regulatory responses from long-term acclimation responses. We review existing mathematical modeling techniques for studying photosynthetic responses to fluctuating light and propose new methods for addressing the topic from a holistic point of view.
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Affiliation(s)
- Armida Gjindali
- Department of Earth and Environmental Sciences, Faculty of Science and Engineering, University of Manchester, Manchester, United Kingdom
| | - Helena A. Herrmann
- Department of Earth and Environmental Sciences, Faculty of Science and Engineering, University of Manchester, Manchester, United Kingdom
- Division of Evolution & Genomic Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom
| | - Jean-Marc Schwartz
- Division of Evolution & Genomic Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom
| | - Giles N. Johnson
- Department of Earth and Environmental Sciences, Faculty of Science and Engineering, University of Manchester, Manchester, United Kingdom
| | - Pablo I. Calzadilla
- Department of Earth and Environmental Sciences, Faculty of Science and Engineering, University of Manchester, Manchester, United Kingdom
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Hapeta P, Szczepańska P, Neuvéglise C, Lazar Z. A 37-amino acid loop in the Yarrowia lipolytica hexokinase impacts its activity and affinity and modulates gene expression. Sci Rep 2021; 11:6412. [PMID: 33742083 PMCID: PMC7979807 DOI: 10.1038/s41598-021-85837-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 03/04/2021] [Indexed: 01/31/2023] Open
Abstract
The oleaginous yeast Yarrowia lipolytica is a potent cell factory as it is able to use a wide variety of carbon sources to convert waste materials into value-added products. Nonetheless, there are still gaps in our understanding of its central carbon metabolism. Here we present an in-depth study of Y. lipolytica hexokinase (YlHxk1), a structurally unique protein. The greatest peculiarity of YlHxk1 is a 37-amino acid loop region, a structure not found in any other known hexokinases. By combining bioinformatic and experimental methods we showed that the loop in YlHxk1 is essential for activity of this protein and through that on growth of Y. lipolytica on glucose and fructose. We further proved that the loop in YlHxk1 hinders binding with trehalose 6-phosphate (T6P), a glycolysis inhibitor, as hexokinase with partial deletion of this region is 4.7-fold less sensitive to this molecule. We also found that YlHxk1 devoid of the loop causes strong repressive effect on lipase-encoding genes LIP2 and LIP8 and that the hexokinase overexpression in Y. lipolytica changes glycerol over glucose preference when cultivated in media containing both substrates.
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Affiliation(s)
- Piotr Hapeta
- Department of Biotechnology and Food Microbiology, Faculty of Biotechnology and Food Science, Wrocław University of Environmental and Life Sciences, Chełmońskiego 37, 51-630, Wrocław, Poland
| | - Patrycja Szczepańska
- Department of Biotechnology and Food Microbiology, Faculty of Biotechnology and Food Science, Wrocław University of Environmental and Life Sciences, Chełmońskiego 37, 51-630, Wrocław, Poland
| | - Cécile Neuvéglise
- SPO, INRAE, Montpellier SupAgro, Univ Montpellier, 34060, Montpellier, France
| | - Zbigniew Lazar
- Department of Biotechnology and Food Microbiology, Faculty of Biotechnology and Food Science, Wrocław University of Environmental and Life Sciences, Chełmońskiego 37, 51-630, Wrocław, Poland.
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New insights into the response of maize to fluctuations in the light environment. Mol Genet Genomics 2021; 296:615-629. [PMID: 33630129 DOI: 10.1007/s00438-021-01761-6] [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: 09/25/2020] [Accepted: 01/11/2021] [Indexed: 10/22/2022]
Abstract
Light is the most important environmental cue signaling the transition from skotomorphogenesis to photomorphogenesis, thus affecting plant development and metabolic activity. How the light response mechanisms of maize seedlings respond to fluctuations in the light environment has not been well characterized to date. In this study, we built a gene coexpression network from a dynamic transcriptomic map of maize seedlings exposed to different light environments. Coexpression analysis identified ten modules and multiple genes that closely correlate with photosynthesis and characterized hub genes associated with regulatory networks, duplication events, domestication and improvement. In addition, we identified that 38% of hub genes underwent duplication events, 74% of which are related to photosynthesis. Moreover, we captured the dynamic expression atlas of gene sets involved in the chloroplast photosynthetic apparatus and photosynthetic carbon assimilation in different light environments, which should help to elucidate the key mechanisms and regulatory networks that underlie photosynthesis in maize. Insights from this study provide a valuable resource to better understand the genetic mechanisms of the response to fluctuations in the light environment in maize.
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Olas JJ, Apelt F, Watanabe M, Hoefgen R, Wahl V. Developmental stage-specific metabolite signatures in Arabidopsis thaliana under optimal and mild nitrogen limitation. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2021; 303:110746. [PMID: 33487337 DOI: 10.1016/j.plantsci.2020.110746] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 10/27/2020] [Accepted: 10/31/2020] [Indexed: 06/12/2023]
Abstract
Metabolites influence flowering time, and thus are among the major determinants of yield. Despite the reported role of trehalose 6-phosphate and nitrate signaling on the transition from the vegetative to the reproductive phase, little is known about other metabolites contributing and responding to developmental phase changes. To increase our understanding which metabolic traits change throughout development in Arabidopsis thaliana and to identify metabolic markers for the vegetative and reproductive phases, especially among individual amino acids (AA), we profiled metabolites of plants grown in optimal (ON) and limited nitrogen (N) (LN) conditions, the latter providing a mild but consistent limitation of N. We found that although LN plants adapt their growth to a decreased level of N, their metabolite profiles are strongly distinct from ON plant profiles, with N as the driving factor for the observed differences. We demonstrate that the vegetative and the reproductive phase are not only marked by growth parameters such as biomass and rosette area, but also by specific metabolite signatures including specific single AA. In summary, we identified N-dependent and -independent indicators manifesting developmental stages, indicating that the plant's metabolic status also reports on the developmental phases.
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Affiliation(s)
- Justyna Jadwiga Olas
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany; University of Potsdam, Potsdam, Germany.
| | - Federico Apelt
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany.
| | - Mutsumi Watanabe
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany; Nara Institute of Science and Technology, Nara, Japan.
| | - Rainer Hoefgen
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany.
| | - Vanessa Wahl
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany.
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Omari Alzahrani F. Metabolic engineering of osmoprotectants to elucidate the mechanism(s) of salt stress tolerance in crop plants. PLANTA 2021; 253:24. [PMID: 33403449 DOI: 10.1007/s00425-020-03550-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 12/22/2020] [Indexed: 05/08/2023]
Abstract
Previous studies on engineering osmoprotectant metabolic pathway genes focused on the performance of transgenic plants under salt stress conditions rather than elucidating the underlying mechanism(s), and hence, the mechanism(s) remain(s) unclear. Salt stress negatively impacts agricultural crop yields. Hence, to meet future food demands, it is essential to generate salt stress-resistant varieties. Although traditional breeding has improved salt tolerance in several crops, this approach remains inadequate due to the low genetic diversity of certain important crop cultivars. Genetic engineering is used to introduce preferred gene(s) from any genetic reserve or to modify the expression of the existing gene(s) responsible for salt stress response or tolerance, thereby leading to improved salt tolerance in plants. Although plants naturally produce osmoprotectants as an adaptive mechanism for salt stress tolerance, they offer only partial protection. Recently, progress has been made in the identification and characterization of genes involved in the biosynthetic pathways of osmoprotectants. Exogenous application of these osmoprotectants, and genetic engineering of enzymes in their biosynthetic pathways, have been reported to enhance salt tolerance in different plants. However, no clear mechanistic model exists to explain how osmoprotectant accumulation in transgenic plants confers salt tolerance. This review critically examines the results obtained thus far for elucidating the underlying mechanisms of osmoprotectants for improved salt tolerance, and thus, crop yield stability under salt stress conditions, through the genetic engineering of trehalose, glycinebetaine, and proline metabolic pathway genes.
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Affiliation(s)
- Fatima Omari Alzahrani
- Department of Biology, Faculty of Science, Albaha Province, Albaha University, Albaha, 65527, Saudi Arabia.
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Shang Y, Yuan L, Di Z, Jia Y, Zhang Z, Li S, Xing L, Qi Z, Wang X, Zhu J, Hua W, Wu X, Zhu M, Li G, Li C. A CYC/TB1-type TCP transcription factor controls spikelet meristem identity in barley. JOURNAL OF EXPERIMENTAL BOTANY 2020; 71:7118-7131. [PMID: 32915968 DOI: 10.1093/jxb/eraa416] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2020] [Accepted: 09/09/2020] [Indexed: 05/08/2023]
Abstract
Barley possesses a branchless, spike-shaped inflorescence where determinate spikelets attach directly to the main axis, but the developmental mechanism of spikelet identity remains largely unknown. Here we report the functional analysis of the barley gene BRANCHED AND INDETERMINATE SPIKELET 1 (BDI1), which encodes a TCP transcription factor and plays a crucial role in determining barley inflorescence architecture and spikelet development. The bdi1 mutant exhibited indeterminate spikelet meristems that continued to grow and differentiate after producing a floret meristem; some spikelet meristems at the base of the spike formed two fully developed seeds or converted to branched spikelets, producing a branched inflorescence. Map-based cloning analysis showed that this mutant has a deletion of ~600 kb on chromosome 5H containing three putative genes. Expression analysis and virus-induced gene silencing confirmed that the causative gene, BDI1, encodes a CYC/TB1-type TCP transcription factor and is highly conserved in both wild and cultivated barley. Transcriptome and regulatory network analysis demonstrated that BDI1 may integrate regulation of gene transcription cell wall modification and known trehalose-6-phosphate homeostasis to control spikelet development. Together, our findings reveal that BDI1 represents a key regulator of inflorescence architecture and meristem determinacy in cereal crop plants.
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Affiliation(s)
- Yi Shang
- Hybrid Rapeseed Research Center of Shaanxi Province, Yangling, China
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Science, Hangzhou, China
| | - Lu Yuan
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, Cytogenetics Institute, Nanjing Agricultural University/ JCIC-MCP, Nanjing, Jiangsu, China
| | - Zhaocan Di
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, Cytogenetics Institute, Nanjing Agricultural University/ JCIC-MCP, Nanjing, Jiangsu, China
| | - Yong Jia
- Western Barley Genetics Alliance, Murdoch University, Murdoch WA, Australia
| | - Zhenlan Zhang
- Hybrid Rapeseed Research Center of Shaanxi Province, Yangling, China
| | - Sujuan Li
- Central Laboratory of Zhejiang Academy of Agricultural Science, Hangzhou, China
| | - Liping Xing
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, Cytogenetics Institute, Nanjing Agricultural University/ JCIC-MCP, Nanjing, Jiangsu, China
| | - Zengjun Qi
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, Cytogenetics Institute, Nanjing Agricultural University/ JCIC-MCP, Nanjing, Jiangsu, China
| | - Xiaoyun Wang
- Jiangxi University of Traditional Chinese Medicine, Nanchang, China
| | - Jinghuan Zhu
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Science, Hangzhou, China
| | - Wei Hua
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Science, Hangzhou, China
| | - Xiaojian Wu
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Science, Hangzhou, China
| | - Minqiu Zhu
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, Cytogenetics Institute, Nanjing Agricultural University/ JCIC-MCP, Nanjing, Jiangsu, China
| | - Gang Li
- Wheat Research Institute, School of Life Sciences and Engineering, Southwest University of Science and Technology, Mianyang, Sichuan, China
- School of Agriculture, Food, and Wine, University of Adelaide, Waite campus, Urrbrae, South Australia, Australia
| | - Chengdao Li
- Western Barley Genetics Alliance, Murdoch University, Murdoch WA, Australia
- Hubei Collaborative Innovation Centre for Grain Industry, Yangtze University, Jingzhou, Hubei, China
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64
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Ponnu J, Schlereth A, Zacharaki V, Działo MA, Abel C, Feil R, Schmid M, Wahl V. The trehalose 6-phosphate pathway impacts vegetative phase change in Arabidopsis thaliana. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2020; 104:768-780. [PMID: 32799402 DOI: 10.1111/tpj.14965] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 06/12/2020] [Accepted: 07/13/2020] [Indexed: 05/16/2023]
Abstract
The vegetative phase change marks the beginning of the adult phase in the life cycle of plants and is associated with a gradual decline in the microRNA miR156, in response to sucrose status. Trehalose 6-phosphate (T6P) is a sugar molecule with signaling function reporting the current sucrose state. To elucidate the role of T6P signaling in vegetative phase change, molecular, genetic, and metabolic analyses were performed using Arabidopsis thaliana loss-of-function lines in TREHALOSE PHOSPHATE SYNTHASE1 (TPS1), a gene coding for an enzyme that catalyzes the production of T6P. These lines show a significant delay in vegetative phase change, under both short and long day conditions. Induced expression of TPS1 complements this delay in the TPS1 knockout mutant (tps1-2 GVG::TPS1). Further analyses indicate that the T6P pathway promotes vegetative phase transition by suppressing miR156 expression and thereby modulating the levels of its target transcripts, the SQUAMOSA PROMOTER BINDING PROTEIN-LIKE genes. TPS1 knockdown plants, with a delayed vegetative phase change phenotype, accumulate significantly more sucrose than wild-type plants as a result of a feedback mechanism. In summary, we conclude that the T6P pathway forms an integral part of an endogenous mechanism that influences phase transitions dependent on the metabolic state.
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Affiliation(s)
- Jathish Ponnu
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, Spemannstraße 35, Tübingen, 72076, Germany
| | - Armin Schlereth
- Department of Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, Potsdam, 14476, Germany
| | | | - Magdalena A Działo
- Department of Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, Potsdam, 14476, Germany
| | - Christin Abel
- Department of Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, Potsdam, 14476, Germany
| | - Regina Feil
- Department of Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, Potsdam, 14476, Germany
| | - Markus Schmid
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, Spemannstraße 35, Tübingen, 72076, Germany
| | - Vanessa Wahl
- Department of Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, Potsdam, 14476, Germany
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65
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Zhang G, Yang K, Xue W, Zeng X, Xu Q, Wang Y, Yuan H, Zhang Y, Nyima T. Comparative proteomic analysis of hulless barley cultivars (Hordeum vulgare L.) differing distinctly in β-glucan content. Lebensm Wiss Technol 2020. [DOI: 10.1016/j.lwt.2020.110085] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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66
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Aigner S, Glaser K, Arc E, Holzinger A, Schletter M, Karsten U, Kranner I. Adaptation to Aquatic and Terrestrial Environments in Chlorella vulgaris (Chlorophyta). Front Microbiol 2020; 11:585836. [PMID: 33178169 PMCID: PMC7593248 DOI: 10.3389/fmicb.2020.585836] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 09/14/2020] [Indexed: 11/20/2022] Open
Abstract
The globally distributed green microalga Chlorella vulgaris (Chlorophyta) colonizes aquatic and terrestrial habitats, but the molecular mechanisms underpinning survival in these two contrasting environments are far from understood. Here, we compared the authentic strain of C. vulgaris from an aquatic habitat with a strain from a terrestrial high alpine habitat previously determined as Chlorella mirabilis. Molecular phylogeny of SSU rDNA (823 bp) showed that the two strains differed by one nucleotide only. Sequencing of the ITS2 region confirmed that both strains belong to the same species, but to distinct ribotypes. Therefore, the terrestrial strain was re-assessed as C. vulgaris. To study the response to environmental conditions experienced on land, we assessed the effects of irradiance and temperature on growth, of temperature on photosynthesis and respiration, and of desiccation and rehydration on photosynthetic performance. In contrast to the aquatic strain, the terrestrial strain tolerated higher temperatures and light conditions, had a higher photosynthesis-to-respiration ratio at 25°C, still grew at 30°C and was able to fully recover photosynthetic performance after desiccation at 84% relative humidity. The two strains differed most in their response to the dehydration/rehydration treatment, which was further investigated by untargeted GC–MS-based metabolite profiling to gain insights into metabolic traits differentiating the two strains. The two strains differed in their allocation of carbon and nitrogen into their primary metabolites. Overall, the terrestrial strain had higher contents of readily available nitrogen-based metabolites, especially amino acids and the polyamine putrescine. Dehydration and rehydration led to differential regulation of the amino acid metabolism, the tricarboxylic acid cycle and sucrose metabolism. The data are discussed with a view to differences in phenotypic plasticity of the two strains, and we suggest that the two genetically almost identical C. vulgaris strains are attractive models to study mechanisms that protect from abiotic stress factors, which are more frequent in terrestrial than aquatic habitats, such as desiccation and irradiation.
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Affiliation(s)
- Siegfried Aigner
- Department of Botany, University of Innsbruck, Innsbruck, Austria
| | - Karin Glaser
- Institute of Biological Sciences, University of Rostock, Rostock, Germany
| | - Erwann Arc
- Department of Botany, University of Innsbruck, Innsbruck, Austria
| | | | | | - Ulf Karsten
- Institute of Biological Sciences, University of Rostock, Rostock, Germany
| | - Ilse Kranner
- Department of Botany, University of Innsbruck, Innsbruck, Austria
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67
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Durán-Soria S, Pott DM, Osorio S, Vallarino JG. Sugar Signaling During Fruit Ripening. FRONTIERS IN PLANT SCIENCE 2020; 11:564917. [PMID: 32983216 PMCID: PMC7485278 DOI: 10.3389/fpls.2020.564917] [Citation(s) in RCA: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 08/13/2020] [Indexed: 05/14/2023]
Abstract
Sugars play a key role in fruit quality, as they directly influence taste, and thus consumer acceptance. Carbohydrates are the main resources needed by the plant for carbon and energy supply and have been suggested to be involved in all the important developmental processes, including embryogenesis, seed germination, stress responses, and vegetative and reproductive growth. Recently, considerable progresses have been made in understanding regulation of fruit ripening mechanisms, based on the role of ethylene, auxins, abscisic acid, gibberellins, or jasmonic acid, in both climacteric and non-climacteric fruits. However, the role of sugar and its associated molecular network with hormones in the control of fruit development and ripening is still poorly understood. In this review, we focus on sugar signaling mechanisms described up to date in fruits, describing their involvement in ripening-associated processes, such as pigments accumulation, and their association with hormone transduction pathways, as well as their role in stress-related responses.
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Affiliation(s)
| | | | - Sonia Osorio
- Departamento de Biología Molecular y Bioquímica, Instituto de Hortofruticultura Subtropical y Mediterránea “La Mayora”, Universidad de Málaga – Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), Málaga, Spain
| | - José G. Vallarino
- Departamento de Biología Molecular y Bioquímica, Instituto de Hortofruticultura Subtropical y Mediterránea “La Mayora”, Universidad de Málaga – Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), Málaga, Spain
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68
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Benny J, Marra FP, Giovino A, Balan B, Caruso T, Martinelli F, Marchese A. Transcriptome Analysis of Pistacia vera Inflorescence Buds in Bearing and Non-Bearing Shoots Reveals the Molecular Mechanism Causing Premature Flower Bud Abscission. Genes (Basel) 2020; 11:E851. [PMID: 32722492 PMCID: PMC7465039 DOI: 10.3390/genes11080851] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 07/20/2020] [Accepted: 07/23/2020] [Indexed: 02/06/2023] Open
Abstract
The alteration of heavy ("ON/bearing") and light ("OFF/non-bearing") yield in pistachio (Pistacia vera L.) has been reported to result from the abscission of inflorescence buds on high yielding trees during the summer, but the regulatory mechanisms involved in this bud abscission remain unclear. The analysis provides insights into the transcript changes between inflorescence buds on bearing and non-bearing shoots, that we indicated as "ON" and "OFF", and shed light on the molecular mechanisms causing premature inflorescence bud abscission in the pistachio cultivar "Bianca" which can be related to the alternate bearing behavior. In this study, a transcriptome analysis was performed in inflorescence buds of "ON" and "OFF" shoots. A total of 14,330 differentially expressed genes (DEGs), most of which are involved in sugar metabolism, plant hormone pathways, secondary metabolism and oxidative stress pathway, were identified. Our results shed light on the molecular mechanisms underlying inflorescence bud abscission in pistachio and we proposed a hypothetical model behind the molecular mechanism causing this abscission in "ON" shoots. Results highlighted how changes in genes expressed in nutrient pathways (carbohydrates and mineral elements) in pistachio "ON" vs. "OFF" inflorescence buds triggers a cascade of events involving trehalose-6-phosphate and target of rapamycin (TOR) signaling, SnRK1 complex, hormones, polyamines and ROS which end, through programmed cell death and autophagy phenomena, with the abscission of inflorescence buds. This is the first study reporting gene expression profiling of the fate of "ON" and "OFF" inflorescence buds associated with the alternate bearing in the pistachio.
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Affiliation(s)
- Jubina Benny
- Department of Agricultural, Food and Forest Sciences, University of Palermo, Viale delle Scienze—Ed. 4, 90128 Palermo, Italy; (J.B.); (B.B.); (T.C.)
| | - Francesco Paolo Marra
- Department of Architecture (DARCH), University of Palermo, Viale delle Scienze—Ed. 8, 90128 Palermo, Italy
| | - Antonio Giovino
- Council for Agricultural Research and Economics (CREA), Research Centre for Plant Protection and Certification (CREA-DC), 90011 Bagheria, Italy;
| | - Bipin Balan
- Department of Agricultural, Food and Forest Sciences, University of Palermo, Viale delle Scienze—Ed. 4, 90128 Palermo, Italy; (J.B.); (B.B.); (T.C.)
- Department of Plant Sciences, University of California, Davis, CA 95616, USA
| | - Tiziano Caruso
- Department of Agricultural, Food and Forest Sciences, University of Palermo, Viale delle Scienze—Ed. 4, 90128 Palermo, Italy; (J.B.); (B.B.); (T.C.)
| | - Federico Martinelli
- Department of Biology, University of Florence, Sesto Fiorentino, 50019 Florence, Italy;
| | - Annalisa Marchese
- Department of Agricultural, Food and Forest Sciences, University of Palermo, Viale delle Scienze—Ed. 4, 90128 Palermo, Italy; (J.B.); (B.B.); (T.C.)
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69
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Kinoshita A, Richter R. Genetic and molecular basis of floral induction in Arabidopsis thaliana. JOURNAL OF EXPERIMENTAL BOTANY 2020; 71:2490-2504. [PMID: 32067033 PMCID: PMC7210760 DOI: 10.1093/jxb/eraa057] [Citation(s) in RCA: 61] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2019] [Accepted: 02/03/2020] [Indexed: 05/18/2023]
Abstract
Many plants synchronize their life cycles in response to changing seasons and initiate flowering under favourable environmental conditions to ensure reproductive success. To confer a robust seasonal response, plants use diverse genetic programmes that integrate environmental and endogenous cues and converge on central floral regulatory hubs. Technological advances have allowed us to understand these complex processes more completely. Here, we review recent progress in our understanding of genetic and molecular mechanisms that control flowering in Arabidopsis thaliana.
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Affiliation(s)
- Atsuko Kinoshita
- Department of Biological Sciences, Tokyo Metropolitan University, Tokyo, Japan
- Correspondence: or
| | - René Richter
- School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Melbourne, Australia
- Correspondence: or
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70
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Elevated CO2 and temperature influence key proteins and metabolites associated with photosynthesis, antioxidant and carbon metabolism in Picrorhiza kurroa. J Proteomics 2020; 219:103755. [DOI: 10.1016/j.jprot.2020.103755] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Revised: 02/11/2020] [Accepted: 03/17/2020] [Indexed: 11/17/2022]
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71
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Dai Y, Zhang S, Sun X, Li G, Yuan L, Li F, Zhang H, Zhang S, Chen G, Wang C, Sun R. Comparative Transcriptome Analysis of Gene Expression and Regulatory Characteristics Associated with Different Vernalization Periods in Brassica rapa. Genes (Basel) 2020; 11:E392. [PMID: 32260536 PMCID: PMC7231026 DOI: 10.3390/genes11040392] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Revised: 03/17/2020] [Accepted: 04/03/2020] [Indexed: 12/17/2022] Open
Abstract
Brassica rapa is an important Chinese vegetable crop that is beneficial to human health. The primary factor affecting B. rapa yield is low temperature, which promotes bolting and flowering, thereby lowering its commercial value. However, quickened bolting and flowering can be used for rapid breeding. Therefore, studying the underlying molecular mechanism of vernalization in B.rapa is crucial for solving production-related problems. Here, the transcriptome of two B. rapa accessions were comprehensively analyzed during different vernalization periods. During vernalization, a total of 974,584,022 clean reads and 291.28 Gb of clean data were obtained. Compared to the reference genome of B. rapa, 44,799 known genes and 2280 new genes were identified. A self-organizing feature map analysis of 21,035 differentially expressed genes was screened in two B. rapa accessions, 'Jin Wawa' and 'Xiao Baojian'. The analysis indicated that transcripts related to the plant hormone signal transduction, starch and sucrose metabolism, photoperiod and circadian clock, and vernalization pathways changed notably at different vernalization periods. Moreover, different expression patterns of TPS, UGP, CDF, VIN1, and seven hormone pathway genes were observed during vernalization between the two accessions. The transcriptome results of this study provide a new perspective on the changes that occur during B. rapavernalization, as well as serve as an excellent reference for B. rapa breeding.
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Affiliation(s)
- Yun Dai
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (Y.D.); (S.Z.); (X.S.); (G.L.); (F.L.); (H.Z.); (S.Z.)
- Vegetable Genetics and Breeding Laboratory, College of Horticulture, Anhui Agricultural University, Hefei 230036, China; (L.Y.); (G.C.)
| | - Shujiang Zhang
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (Y.D.); (S.Z.); (X.S.); (G.L.); (F.L.); (H.Z.); (S.Z.)
| | - Xiao Sun
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (Y.D.); (S.Z.); (X.S.); (G.L.); (F.L.); (H.Z.); (S.Z.)
| | - Guoliang Li
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (Y.D.); (S.Z.); (X.S.); (G.L.); (F.L.); (H.Z.); (S.Z.)
| | - Lingyun Yuan
- Vegetable Genetics and Breeding Laboratory, College of Horticulture, Anhui Agricultural University, Hefei 230036, China; (L.Y.); (G.C.)
| | - Fei Li
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (Y.D.); (S.Z.); (X.S.); (G.L.); (F.L.); (H.Z.); (S.Z.)
| | - Hui Zhang
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (Y.D.); (S.Z.); (X.S.); (G.L.); (F.L.); (H.Z.); (S.Z.)
| | - Shifan Zhang
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (Y.D.); (S.Z.); (X.S.); (G.L.); (F.L.); (H.Z.); (S.Z.)
| | - Guohu Chen
- Vegetable Genetics and Breeding Laboratory, College of Horticulture, Anhui Agricultural University, Hefei 230036, China; (L.Y.); (G.C.)
| | - Chenggang Wang
- Vegetable Genetics and Breeding Laboratory, College of Horticulture, Anhui Agricultural University, Hefei 230036, China; (L.Y.); (G.C.)
| | - Rifei Sun
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (Y.D.); (S.Z.); (X.S.); (G.L.); (F.L.); (H.Z.); (S.Z.)
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Bernard A, Marrano A, Donkpegan A, Brown PJ, Leslie CA, Neale DB, Lheureux F, Dirlewanger E. Association and linkage mapping to unravel genetic architecture of phenological traits and lateral bearing in Persian walnut (Juglans regia L.). BMC Genomics 2020; 21:203. [PMID: 32131731 PMCID: PMC7057608 DOI: 10.1186/s12864-020-6616-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Accepted: 02/24/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Unravelling the genetic architecture of agronomic traits in walnut such as budbreak date and bearing habit, is crucial for climate change adaptation and yield improvement. A Genome-Wide Association Study (GWAS) using multi-locus models was conducted in a panel of 170 walnut accessions genotyped using the Axiom™ J. regia 700 K SNP array, with phenological data from 2018, 2019 and legacy data. These accessions come from the INRAE walnut germplasm collection which is the result of important prospecting work performed in many countries around the world. In parallel, an F1 progeny of 78 individuals segregating for phenology-related traits, was genotyped with the same array and phenotyped for the same traits, to construct linkage maps and perform Quantitative Trait Loci (QTLs) detection. RESULTS Using GWAS, we found strong associations of SNPs located at the beginning of chromosome 1 with both budbreak and female flowering dates. These findings were supported by QTLs detected in the same genomic region. Highly significant associated SNPs were also detected using GWAS for heterodichogamy and lateral bearing habit, both on chromosome 11. We developed a Kompetitive Allele Specific PCR (KASP) marker for budbreak date in walnut, and validated it using plant material from the Walnut Improvement Program of the University of California, Davis, demonstrating its effectiveness for marker-assisted selection in Persian walnut. We found several candidate genes involved in flowering events in walnut, including a gene related to heterodichogamy encoding a sugar catabolism enzyme and a cell division related gene linked to female flowering date. CONCLUSIONS This study enhances knowledge of the genetic architecture of important agronomic traits related to male and female flowering processes and lateral bearing in walnut. The new marker available for budbreak date, one of the most important traits for good fruiting, will facilitate the selection and development of new walnut cultivars suitable for specific climates.
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Affiliation(s)
- Anthony Bernard
- INRAE, Univ. Bordeaux, UMR BFP, F-33882, Villenave d'Ornon, France
- CTIFL, centre opérationnel de Lanxade, 24130, Prigonrieux, France
| | - Annarita Marrano
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Armel Donkpegan
- INRAE, Univ. Bordeaux, UMR BFP, F-33882, Villenave d'Ornon, France
| | - Patrick J Brown
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Charles A Leslie
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - David B Neale
- Department of Plant Sciences, University of California, Davis, CA, 95616, USA
| | - Fabrice Lheureux
- CTIFL, centre opérationnel de Lanxade, 24130, Prigonrieux, France
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Kozuka T, Sawada Y, Imai H, Kanai M, Hirai MY, Mano S, Uemura M, Nishimura M, Kusaba M, Nagatani A. Regulation of Sugar and Storage Oil Metabolism by Phytochrome during De-etiolation. PLANT PHYSIOLOGY 2020; 182:1114-1129. [PMID: 31748417 PMCID: PMC6997681 DOI: 10.1104/pp.19.00535] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 11/02/2019] [Indexed: 05/02/2023]
Abstract
Exposure of dark-grown (etiolated) seedlings to light induces the heterotrophic-to-photoautotrophic transition (de-etiolation) processes, including the formation of photosynthetic machinery in the chloroplast and cotyledon expansion. Phytochrome is a red (R)/far-red (FR) light photoreceptor that is involved in the various aspects of de-etiolation. However, how phytochrome regulates metabolic dynamics in response to light stimulus has remained largely unknown. In this study, to elucidate the involvement of phytochrome in the metabolic response during de-etiolation, we performed widely targeted metabolomics in Arabidopsis (Arabidopsis thaliana) wild-type and phytochrome A and B double mutant seedlings de-etiolated under R or FR light. The results revealed that phytochrome had strong impacts on the primary and secondary metabolism during the first 24 h of de-etiolation. Among those metabolites, sugar levels decreased during de-etiolation in a phytochrome-dependent manner. At the same time, phytochrome upregulated processes requiring sugars. Triacylglycerols are stored in the oil bodies as a source of sugars in Arabidopsis seedlings. Sugars are provided from triacylglycerols through fatty acid β-oxidation and the glyoxylate cycle in glyoxysomes. We examined if and how phytochrome regulates sugar production from oil bodies. Irradiation of the etiolated seedlings with R and FR light dramatically accelerated oil body mobilization in a phytochrome-dependent manner. Glyoxylate cycle-deficient mutants not only failed to mobilize oil bodies but also failed to develop thylakoid membranes and expand cotyledon cells upon exposure to light. Hence, phytochrome plays a key role in the regulation of metabolism during de-etiolation.
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Affiliation(s)
- Toshiaki Kozuka
- Graduate School of Integrated Science for Life, Hiroshima University, Higashi-Hiroshima, Hiroshima 739-8526 Japan
| | - Yuji Sawada
- RIKEN Center for Sustainable Resource Science, RIKEN, Yokohama, Kanagawa 230-0045, Japan
| | - Hiroyuki Imai
- United Graduate School of Agricultural Science, Iwate University, Morioka, Iwate 020-8550, Japan
| | - Masatake Kanai
- Department of Cell Biology, National Institute for Basic Biology, Okazaki, Aichi 444-8585, Japan
| | - Masami Yokota Hirai
- RIKEN Center for Sustainable Resource Science, RIKEN, Yokohama, Kanagawa 230-0045, Japan
| | - Shoji Mano
- Department of Cell Biology, National Institute for Basic Biology, Okazaki, Aichi 444-8585, Japan
- Department of Basic Biology, School of Life Science, SOKENDAI (The Graduate University for Advanced Studies), Okazaki, Aichi 444-8585, Japan
| | - Matsuo Uemura
- United Graduate School of Agricultural Science, Iwate University, Morioka, Iwate 020-8550, Japan
| | - Mikio Nishimura
- Department of Cell Biology, National Institute for Basic Biology, Okazaki, Aichi 444-8585, Japan
| | - Makoto Kusaba
- Graduate School of Integrated Science for Life, Hiroshima University, Higashi-Hiroshima, Hiroshima 739-8526 Japan
| | - Akira Nagatani
- Graduate School of Science, Kyoto University, Sakyo-ku, Kyoto 606-8502, Japan
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74
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Zhang J, Fengler KA, Van Hemert JL, Gupta R, Mongar N, Sun J, Allen WB, Wang Y, Weers B, Mo H, Lafitte R, Hou Z, Bryant A, Ibraheem F, Arp J, Swaminathan K, Moose SP, Li B, Shen B. Identification and characterization of a novel stay-green QTL that increases yield in maize. PLANT BIOTECHNOLOGY JOURNAL 2019; 17:2272-2285. [PMID: 31033139 PMCID: PMC6835130 DOI: 10.1111/pbi.13139] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 04/06/2019] [Accepted: 04/16/2019] [Indexed: 05/12/2023]
Abstract
Functional stay-green is a valuable trait that extends the photosynthetic period, increases source capacity and biomass and ultimately translates to higher grain yield. Selection for higher yields has increased stay-green in modern maize hybrids. Here, we report a novel QTL controlling functional stay-green that was discovered in a mapping population derived from the Illinois High Protein 1 (IHP1) and Illinois Low Protein 1 (ILP1) lines, which show very different rates of leaf senescence. This QTL was mapped to a single gene containing a NAC-domain transcription factor that we named nac7. Transgenic maize lines where nac7 was down-regulated by RNAi showed delayed senescence and increased both biomass and nitrogen accumulation in vegetative tissues, demonstrating NAC7 functions as a negative regulator of the stay-green trait. More importantly, crosses between nac7 RNAi parents and two different elite inbred testers produced hybrids with prolonged stay-green and increased grain yield by an average 0.29 megagram/hectare (4.6 bushel/acre), in 2 years of multi-environment field trials. Subsequent RNAseq experiments, one employing nac7 RNAi leaves and the other using leaf protoplasts overexpressing Nac7, revealed an important role for NAC7 in regulating genes in photosynthesis, chlorophyll degradation and protein turnover pathways that each contribute to the functional stay-green phenotype. We further determined the putative target of NAC7 and provided a logical extension for the role of NAC7 in regulating resource allocation from vegetative source to reproductive sink tissues. Collectively, our findings make a compelling case for NAC7 as a target for improving functional stay-green and yields in maize and other crops.
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Affiliation(s)
- Jun Zhang
- Corteva Agriscience, Agriculture Division of DowDuPontJohnstonIAUSA
| | - Kevin A. Fengler
- Corteva Agriscience, Agriculture Division of DowDuPontJohnstonIAUSA
| | | | - Rajeev Gupta
- Corteva Agriscience, Agriculture Division of DowDuPontJohnstonIAUSA
- Present address:
International Crops Research Institute for the Semi‐Arid TropicsPatancheruIndia
| | - Nick Mongar
- Corteva Agriscience, Agriculture Division of DowDuPontJohnstonIAUSA
| | - Jindong Sun
- Corteva Agriscience, Agriculture Division of DowDuPontJohnstonIAUSA
| | - William B. Allen
- Corteva Agriscience, Agriculture Division of DowDuPontJohnstonIAUSA
| | - Yang Wang
- Corteva Agriscience, Agriculture Division of DowDuPontJohnstonIAUSA
| | - Benjamin Weers
- Corteva Agriscience, Agriculture Division of DowDuPontJohnstonIAUSA
| | - Hua Mo
- Corteva Agriscience, Agriculture Division of DowDuPontJohnstonIAUSA
| | - Renee Lafitte
- Corteva Agriscience, Agriculture Division of DowDuPontJohnstonIAUSA
| | - Zhenglin Hou
- Corteva Agriscience, Agriculture Division of DowDuPontJohnstonIAUSA
| | - Angela Bryant
- Corteva Agriscience, Agriculture Division of DowDuPontJohnstonIAUSA
| | - Farag Ibraheem
- Department of Crop SciencesUniversity of IllinoisUrbanaILUSA
- Botany DepartmentFaculty of ScienceMansoura UniversityEgypt
- Present address:
Mansoura UniversityMansouraEgypt
| | - Jennifer Arp
- Department of Crop SciencesUniversity of IllinoisUrbanaILUSA
- Present address:
Donald Danforth Plant Science CenterCreve CoeurMOUSA
| | - Kankshita Swaminathan
- Department of Crop SciencesUniversity of IllinoisUrbanaILUSA
- Present address:
Hudson Alpha Institute for BiotechnologyHuntsvilleALUSA
| | | | - Bailin Li
- Corteva Agriscience, Agriculture Division of DowDuPontJohnstonIAUSA
| | - Bo Shen
- Corteva Agriscience, Agriculture Division of DowDuPontJohnstonIAUSA
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75
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Dhatt BK, Abshire N, Paul P, Hasanthika K, Sandhu J, Zhang Q, Obata T, Walia H. Metabolic Dynamics of Developing Rice Seeds Under High Night-Time Temperature Stress. FRONTIERS IN PLANT SCIENCE 2019; 10:1443. [PMID: 31781147 PMCID: PMC6857699 DOI: 10.3389/fpls.2019.01443] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2019] [Accepted: 10/17/2019] [Indexed: 05/03/2023]
Abstract
High temperature stress during rice reproductive development results in yield losses. Reduced grain yield and grain quality has been associated with high temperature stress, and specifically with high night-time temperatures (HNT). Characterizing the impact of HNT on the phenotypic and metabolic status of developing rice seeds can provide insights into the mechanisms involved in yield and quality decline. Here, we examined the impact of warmer nights on the morphology and metabolome during early seed development in six diverse rice accessions. Seed size was sensitive to HNT in four of the six genotypes, while seed fertility and seed weight were unaffected. We observed genotypic differences for negative impact of HNT on grain quality. This was evident from the chalky grain appearance due to impaired packaging of starch granules. Metabolite profiles during early seed development (3 and 4 days after fertilization; DAF) were distinct from the early grain filling stages (7 and 10 DAF) under optimal conditions. We observed that accumulation of sugars (sucrose, fructose, and glucose) peaked at 7 DAF suggesting a major flux of carbon into glycolysis, tricarboxylic acid cycle, and starch biosynthesis during grain filling. Next, we determined hyper (HNT > control) and hypo (HNT < control) abundant metabolites and found 19 of the 57 metabolites to differ significantly between HNT and control treatments. The most prominent changes were exhibited by differential abundance of sugar and sugar alcohols under HNT, which could be linked to a protective mechanism against the HNT damage. Overall, our results indicate that combining metabolic profiles of developing grains with yield and quality parameters under high night temperature stress could provide insight for exploration of natural variation for HNT tolerance in the rice germplasm.
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Affiliation(s)
- Balpreet K. Dhatt
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Nathan Abshire
- Department of Biochemistry, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Puneet Paul
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Kalani Hasanthika
- Department of Statistics, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Jaspreet Sandhu
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Qi Zhang
- Department of Statistics, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Toshihiro Obata
- Department of Biochemistry, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Harkamal Walia
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States
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Rodriguez M, Parola R, Andreola S, Pereyra C, Martínez-Noël G. TOR and SnRK1 signaling pathways in plant response to abiotic stresses: Do they always act according to the "yin-yang" model? PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2019; 288:110220. [PMID: 31521220 DOI: 10.1016/j.plantsci.2019.110220] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 08/05/2019] [Accepted: 08/13/2019] [Indexed: 05/20/2023]
Abstract
Plants are sessile photo-autotrophic organisms continuously exposed to a variety of environmental stresses. Monitoring the sugar level and energy status is essential, since this knowledge allows the integration of external and internal cues required for plant physiological and developmental plasticity. Most abiotic stresses induce severe metabolic alterations and entail a great energy cost, restricting plant growth and producing important crop losses. Therefore, balancing energy requirements with supplies is a major challenge for plants under unfavorable conditions. The conserved kinases target of rapamycin (TOR) and sucrose-non-fermenting-related protein kinase-1 (SnRK1) play central roles during plant growth and development, and in response to environmental stresses; these kinases affect cellular processes and metabolic reprogramming, which has physiological and phenotypic consequences. The "yin-yang" model postulates that TOR and SnRK1 act in opposite ways in the regulation of metabolic-driven processes. In this review, we describe and discuss the current knowledge about the complex and intricate regulation of TOR and SnRK1 under abiotic stresses. We especially focus on the physiological perspective that, under certain circumstances during the plant stress response, the TOR and SnRK1 kinases could be modulated differently from what is postulated by the "yin-yang" concept.
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Affiliation(s)
- Marianela Rodriguez
- Instituto de Fisiología y Recursos Genéticos Vegetales (IFRGV), Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), Camino 60 Cuadras km 5.5, X5020ICA, Córdoba, Argentina; Unidad de Estudios Agropecuarios (UDEA- CONICET), Camino 60 Cuadras km 5.5 X5020ICA, Córdoba, Argentina.
| | - Rodrigo Parola
- Instituto de Fisiología y Recursos Genéticos Vegetales (IFRGV), Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), Camino 60 Cuadras km 5.5, X5020ICA, Córdoba, Argentina; Unidad de Estudios Agropecuarios (UDEA- CONICET), Camino 60 Cuadras km 5.5 X5020ICA, Córdoba, Argentina.
| | - Sofia Andreola
- Instituto de Fisiología y Recursos Genéticos Vegetales (IFRGV), Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), Camino 60 Cuadras km 5.5, X5020ICA, Córdoba, Argentina; Unidad de Estudios Agropecuarios (UDEA- CONICET), Camino 60 Cuadras km 5.5 X5020ICA, Córdoba, Argentina.
| | - Cintia Pereyra
- Instituto de Investigaciones en Biodiversidad y Biotecnología (INBIOTEC-CONICET), y Fundación para Investigaciones Biológicas Aplicadas (FIBA), Vieytes 3103, 7600, Mar del Plata, Argentina.
| | - Giselle Martínez-Noël
- Instituto de Investigaciones en Biodiversidad y Biotecnología (INBIOTEC-CONICET), y Fundación para Investigaciones Biológicas Aplicadas (FIBA), Vieytes 3103, 7600, Mar del Plata, Argentina.
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Rubio MB, Martínez de Alba AE, Nicolás C, Monte E, Hermosa R. Early Root Transcriptomic Changes in Wheat Seedlings Colonized by Trichoderma harzianum Under Different Inorganic Nitrogen Supplies. Front Microbiol 2019; 10:2444. [PMID: 31749777 PMCID: PMC6842963 DOI: 10.3389/fmicb.2019.02444] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 10/10/2019] [Indexed: 12/02/2022] Open
Abstract
Wheat is one of the most important crops worldwide. The use of plant growth promoting microorganisms, such as those of the genus Trichoderma, constitutes an alternative to chemical fertilizers, since they are cheaper and are not detrimental to the environment. However, the interaction between Trichoderma and wheat plants has been scarcely studied, at least at a molecular level. In the present work, a microarray approach was used to study the early transcriptomic changes induced in wheat roots by Trichoderma harzianum, applied alone or in combination with different concentrations of calcium nitrate [Ca(NO3)2], which was last used as nitrogen (N) source. Our results show that T. harzianum causes larger transcriptomic changes than Ca(NO3)2 in wheat roots, and such changes are different when plants are challenged with Trichoderma alone or treated with a combination of T. harzianum and Ca(NO3)2. Overall, T. harzianum activates the expression of defense-related genes at early stages of the interaction with the roots, while this fungus reduces the expression of genes related to plant growth and development. Moreover, the current study in wheat roots, subjected to the different T. harzianum and Ca(NO3)2 combinations, reveals that the number of transcriptomic changes was higher when compared against those caused by the different Ca(NO3)2 concentrations than when it was compared against those caused by T. harzianum. N metabolism gene expression changes were in agreement with the levels of nitrate reductase activity measured in plants from Trichoderma plus Ca(NO3)2 conditions. Results were also concordant with plant phenotypes, which showed reduced growth at early interaction stages when inoculated with T. harzianum or with its combination with Ca(NO3)2 at the lowest dosage. These results were in a good agreement with the recognized role of Trichoderma as an inducer of plant defense.
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Affiliation(s)
- M Belén Rubio
- Department of Microbiology and Genetics, Spanish-Portuguese Institute for Agricultural Research (CIALE), University of Salamanca, Salamanca, Spain
| | - A Emilio Martínez de Alba
- Department of Microbiology and Genetics, Spanish-Portuguese Institute for Agricultural Research (CIALE), University of Salamanca, Salamanca, Spain
| | - Carlos Nicolás
- Department of Botany and Plant Pathology, Spanish-Portuguese Institute for Agricultural Research (CIALE), University of Salamanca, Salamanca, Spain
| | - Enrique Monte
- Department of Microbiology and Genetics, Spanish-Portuguese Institute for Agricultural Research (CIALE), University of Salamanca, Salamanca, Spain
| | - Rosa Hermosa
- Department of Microbiology and Genetics, Spanish-Portuguese Institute for Agricultural Research (CIALE), University of Salamanca, Salamanca, Spain
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78
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Belhassine F, Martinez S, Bluy S, Fumey D, Kelner JJ, Costes E, Pallas B. Impact of Within-Tree Organ Distances on Floral Induction and Fruit Growth in Apple Tree: Implication of Carbohydrate and Gibberellin Organ Contents. FRONTIERS IN PLANT SCIENCE 2019; 10:1233. [PMID: 31695709 PMCID: PMC6816281 DOI: 10.3389/fpls.2019.01233] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Accepted: 09/05/2019] [Indexed: 06/10/2023]
Abstract
In plants, organs are inter-dependent for growth and development. Here, we aimed to investigate the distance at which interaction between organs operates and the relative contribution of within-tree variation in carbohydrate and hormonal contents on floral induction and fruit growth, in a fruit tree case study. Manipulations of leaf and fruit numbers were performed in two years on "Golden delicious" apple trees, at the shoot or branch scale or one side of Y-shape trees. For each treatment, floral induction proportion and mean fruit weight were recorded. Gibberellins content in shoot apical meristems, photosynthesis, and non-structural carbohydrate concentrations in organs were measured. Floral induction was promoted by leaf presence and fruit absence but was not associated with non-structural content in meristems. This suggests a combined action of promoting and inhibiting signals originating from leaves and fruit, and involving gibberellins. Nevertheless, these signals act at short distance only since leaf or fruit presence at long distances had no effect on floral induction. Conversely, fruit growth was affected by leaf presence even at long distances when sink demands were imbalanced within the tree, suggesting long distance transport of carbohydrates. We thus clarified the inter-dependence and distance effect among organs, therefore their degree of autonomy that appeared dependent on the process considered, floral induction or fruit growth.
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Affiliation(s)
- Fares Belhassine
- UMR AGAP, Univ. Montpellier, INRA, CIRAD, Montpellier SupAgro, Montpellier, France
- ITK, Montpellier, France
| | - Sébastien Martinez
- UMR AGAP, Univ. Montpellier, INRA, CIRAD, Montpellier SupAgro, Montpellier, France
| | - Sylvie Bluy
- UMR AGAP, Univ. Montpellier, INRA, CIRAD, Montpellier SupAgro, Montpellier, France
| | | | - Jean-Jacques Kelner
- UMR AGAP, Univ. Montpellier, INRA, CIRAD, Montpellier SupAgro, Montpellier, France
| | - Evelyne Costes
- UMR AGAP, Univ. Montpellier, INRA, CIRAD, Montpellier SupAgro, Montpellier, France
| | - Benoît Pallas
- UMR AGAP, Univ. Montpellier, INRA, CIRAD, Montpellier SupAgro, Montpellier, France
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Bergeau D, Mazurier S, Barbey C, Merieau A, Chane A, Goux D, Bernard S, Driouich A, Lemanceau P, Vicré M, Latour X. Unusual extracellular appendages deployed by the model strain Pseudomonas fluorescens C7R12. PLoS One 2019; 14:e0221025. [PMID: 31461454 PMCID: PMC6713353 DOI: 10.1371/journal.pone.0221025] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Accepted: 07/30/2019] [Indexed: 01/22/2023] Open
Abstract
Pseudomonas fluorescens is considered to be a typical plant-associated saprophytic bacterium with no pathogenic potential. Indeed, some P. fluorescens strains are well-known rhizobacteria that promote plant growth by direct stimulation, by preventing the deleterious effects of pathogens, or both. Pseudomonas fluorescens C7R12 is a rhizosphere-competent strain that is effective as a biocontrol agent and promotes plant growth and arbuscular mycorrhization. This strain has been studied in detail, but no visual evidence has ever been obtained for extracellular structures potentially involved in its remarkable fitness and biocontrol performances. On transmission electron microscopy of negatively stained C7R12 cells, we observed the following appendages: multiple polar flagella, an inducible putative type three secretion system typical of phytopathogenic Pseudomonas syringae strains and densely bundled fimbria-like appendages forming a broad fractal-like dendritic network around single cells and microcolonies. The deployment of one or other of these elements on the bacterial surface depends on the composition and affinity for the water of the microenvironment. The existence, within this single strain, of machineries known to be involved in motility, chemotaxis, hypersensitive response, cellular adhesion and biofilm formation, may partly explain the strong interactions of strain C7R12 with plants and associated microflora in addition to the type three secretion system previously shown to be implied in mycorrhizae promotion.
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Affiliation(s)
- Dorian Bergeau
- Laboratoire de Microbiologie Signaux et Microenvironnement (LMSM EA 4312)—Normandie Université - LMSM, Evreux, France
| | - Sylvie Mazurier
- Agroécologie, AgroSup Dijon, INRA, Univ. Bourgogne, Univ. Bourgogne Franche-Comté, Dijon, France
| | - Corinne Barbey
- Laboratoire de Microbiologie Signaux et Microenvironnement (LMSM EA 4312)—Normandie Université - LMSM, Evreux, France
- Structure Fédérative de Recherche Normandie Végétale 4277 (NORVEGE), Normandie, France
| | - Annabelle Merieau
- Laboratoire de Microbiologie Signaux et Microenvironnement (LMSM EA 4312)—Normandie Université - LMSM, Evreux, France
- Structure Fédérative de Recherche Normandie Végétale 4277 (NORVEGE), Normandie, France
| | - Andrea Chane
- Laboratoire de Microbiologie Signaux et Microenvironnement (LMSM EA 4312)—Normandie Université - LMSM, Evreux, France
| | - Didier Goux
- Centre de Microscopie Appliquée à la biologie, SFR 4206 ICORE Université de Caen Normandie (CMAbio3), Caen, France
| | - Sophie Bernard
- Structure Fédérative de Recherche Normandie Végétale 4277 (NORVEGE), Normandie, France
- Laboratoire de Glycobiologie et Matrice Extracellulaire Végétale—Normandie Université - EA 4358 Université de Rouen, Mont-Saint-Aignan, France
| | - Azeddine Driouich
- Structure Fédérative de Recherche Normandie Végétale 4277 (NORVEGE), Normandie, France
- Laboratoire de Glycobiologie et Matrice Extracellulaire Végétale—Normandie Université - EA 4358 Université de Rouen, Mont-Saint-Aignan, France
| | - Philippe Lemanceau
- Agroécologie, AgroSup Dijon, INRA, Univ. Bourgogne, Univ. Bourgogne Franche-Comté, Dijon, France
| | - Maïté Vicré
- Structure Fédérative de Recherche Normandie Végétale 4277 (NORVEGE), Normandie, France
- Laboratoire de Glycobiologie et Matrice Extracellulaire Végétale—Normandie Université - EA 4358 Université de Rouen, Mont-Saint-Aignan, France
| | - Xavier Latour
- Laboratoire de Microbiologie Signaux et Microenvironnement (LMSM EA 4312)—Normandie Université - LMSM, Evreux, France
- Structure Fédérative de Recherche Normandie Végétale 4277 (NORVEGE), Normandie, France
- * E-mail:
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80
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Zhang W, Mace WJ, Matthew C, Card SD. The Impact of Endophyte Infection, Seed Aging, and Imbibition on Selected Sugar Metabolite Concentrations in Seed. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2019; 67:6921-6929. [PMID: 31150238 DOI: 10.1021/acs.jafc.9b01618] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
This study investigated effects of seed aging and imbibition on sugar metabolite concentrations in Epichloë endophyte-infected and endophyte-free seed of tall fescue ( Festuca arundinacea Schreb.). Two treatments, namely, accelerated aging and imbibition, were applied to the seeds, with embryo and endosperm tissues analyzed separately. Gas chromatography with flame ionization detection was employed for analysis of sugar metabolites within the seed tissues. Mannitol, ribitol, and trehalose were more abundant in embryo than endosperm tissues and were identified at consistently higher concentrations within endophyte-infected compared to endophyte-free seeds. The ratio of raffinose to sucrose significantly increased with seed aging in both endophyte-free and endophyte-infected embryo tissues, while significantly lower concentrations of trehalose were detected in tissues dissected from aged-seed regardless of endophyte status. This research provides fundamental insight into the metabolic details of endophyte survival in seed and provides a first evaluation of key carbohydrates present in the fungal-plant symbiosis.
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Affiliation(s)
- Wei Zhang
- Forage Science , AgResearch Limited, Grasslands Research Centre , Tennent Drive, Private Bag 11008 , Palmerston North 4442 , New Zealand
- School of Agriculture and Environment , Massey University , Tennent Drive, Private Bag 11222 , Palmerston North 4442 , New Zealand
| | - Wade J Mace
- Forage Science , AgResearch Limited, Grasslands Research Centre , Tennent Drive, Private Bag 11008 , Palmerston North 4442 , New Zealand
| | - Cory Matthew
- School of Agriculture and Environment , Massey University , Tennent Drive, Private Bag 11222 , Palmerston North 4442 , New Zealand
| | - Stuart D Card
- Forage Science , AgResearch Limited, Grasslands Research Centre , Tennent Drive, Private Bag 11008 , Palmerston North 4442 , New Zealand
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81
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Guo J, Zhang G, Song Y, Ma S, Niu N, Wang J. Comparative transcriptome profiling of multi-ovary wheat under heterogeneous cytoplasm suppression. Sci Rep 2019; 9:8301. [PMID: 31165748 PMCID: PMC6549160 DOI: 10.1038/s41598-019-43277-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Accepted: 04/17/2019] [Indexed: 11/18/2022] Open
Abstract
DUOII is a multi-ovary wheat line with two or three pistils and three stamens in each floret. The multi-ovary trait of DUOII is controlled by a dominant gene, whose expression can be suppressed by the heterogeneous cytoplasm of TeZhiI (TZI), a line with the nucleus of common wheat and the cytoplasm of Aegilops. DUOII (♀) × TZI (♂) shows multi-ovary trait, while TZI (♀) × DUOII (♂) shows mono-ovary. Observing the developmental process, we found that the critical stage of additional pistil primordium development was when the young spikes were 2–6 mm long. To elucidate the molecular mechanisms that are responsible for the heterogeneous cytoplasmic suppression of the multi-ovary gene, we RNA-sequenced the entire transcriptome of 2–6 mm long young spikes obtained from the reciprocal crosses between DUOII and TZI. A total of 600 differentially expressed genes (DEGs) was identified. Functional annotation of these DEGs showed that the heterogeneous cytoplasmic suppression of additional pistil development mainly involved four pathways, i.e., chloroplast metabolism, DNA replication and repair, hormone signal transduction, and trehalose-6-phosphate in the primordium development stage, which cooperated to modulate the multi-ovary gene expression under heterogeneous cytoplasmic suppression.
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Affiliation(s)
- Jialin Guo
- College of Agronomy, Northwest A & F University, Yangling, Shaanxi, 712100, P.R. China.,National Yangling Agricultural Biotechnology & Breeding Center, Yangling, Shaanxi, 712100, P.R. China.,Yangling Branch of State Wheat Improvement Centre, Yangling, Shaanxi, 712100, P.R. China.,Wheat Breeding Engineering Research Center, Ministry of Education, Yangling, Shaanxi, 712100, P.R. China.,Key Laboratory of Crop Heterosis of Shaanxi Province, Yangling, Shaanxi, 712100, P.R. China
| | - Gaisheng Zhang
- College of Agronomy, Northwest A & F University, Yangling, Shaanxi, 712100, P.R. China. .,National Yangling Agricultural Biotechnology & Breeding Center, Yangling, Shaanxi, 712100, P.R. China. .,Yangling Branch of State Wheat Improvement Centre, Yangling, Shaanxi, 712100, P.R. China. .,Wheat Breeding Engineering Research Center, Ministry of Education, Yangling, Shaanxi, 712100, P.R. China. .,Key Laboratory of Crop Heterosis of Shaanxi Province, Yangling, Shaanxi, 712100, P.R. China.
| | - Yulong Song
- College of Agronomy, Northwest A & F University, Yangling, Shaanxi, 712100, P.R. China.,National Yangling Agricultural Biotechnology & Breeding Center, Yangling, Shaanxi, 712100, P.R. China.,Yangling Branch of State Wheat Improvement Centre, Yangling, Shaanxi, 712100, P.R. China.,Wheat Breeding Engineering Research Center, Ministry of Education, Yangling, Shaanxi, 712100, P.R. China.,Key Laboratory of Crop Heterosis of Shaanxi Province, Yangling, Shaanxi, 712100, P.R. China
| | - Shoucai Ma
- College of Agronomy, Northwest A & F University, Yangling, Shaanxi, 712100, P.R. China.,National Yangling Agricultural Biotechnology & Breeding Center, Yangling, Shaanxi, 712100, P.R. China.,Yangling Branch of State Wheat Improvement Centre, Yangling, Shaanxi, 712100, P.R. China.,Wheat Breeding Engineering Research Center, Ministry of Education, Yangling, Shaanxi, 712100, P.R. China.,Key Laboratory of Crop Heterosis of Shaanxi Province, Yangling, Shaanxi, 712100, P.R. China
| | - Na Niu
- College of Agronomy, Northwest A & F University, Yangling, Shaanxi, 712100, P.R. China.,National Yangling Agricultural Biotechnology & Breeding Center, Yangling, Shaanxi, 712100, P.R. China.,Yangling Branch of State Wheat Improvement Centre, Yangling, Shaanxi, 712100, P.R. China.,Wheat Breeding Engineering Research Center, Ministry of Education, Yangling, Shaanxi, 712100, P.R. China.,Key Laboratory of Crop Heterosis of Shaanxi Province, Yangling, Shaanxi, 712100, P.R. China
| | - Junwei Wang
- College of Agronomy, Northwest A & F University, Yangling, Shaanxi, 712100, P.R. China.,National Yangling Agricultural Biotechnology & Breeding Center, Yangling, Shaanxi, 712100, P.R. China.,Yangling Branch of State Wheat Improvement Centre, Yangling, Shaanxi, 712100, P.R. China.,Wheat Breeding Engineering Research Center, Ministry of Education, Yangling, Shaanxi, 712100, P.R. China.,Key Laboratory of Crop Heterosis of Shaanxi Province, Yangling, Shaanxi, 712100, P.R. China
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82
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Huggins TD, Chen MH, Fjellstrom RG, Jackson AK, McClung AM, Edwards JD. Association Analysis of Three Diverse Rice ( Oryza sativa L.) Germplasm Collections for Loci Regulating Grain Quality Traits. THE PLANT GENOME 2019; 12:170085. [PMID: 30951092 DOI: 10.3835/plantgenome2017.09.0085] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Rice ( L.) end-use cooking quality is vital for producers and billions of consumers worldwide. Grain quality is a complex trait with interacting genetic and environmental factors. Deciphering the complex genetic architecture associated with grain quality provides essential information for improved breeding strategies to enhance desirable traits that are stable across variable climatic and environmental conditions. In this study, genome-wide association (GWA) analysis of three rice diversity panels, the USDA rice core subset (1364 accessions), the minicore (MC) (173 accessions after removing non-), and the high density rice array-MC (HDMC) (383 accessions), with simple sequence repeats, single nucleotide polymorphic markers, or both, revealed large- and small-effect loci associated with known genes and previously uncharacterized genomic regions. Clustering of the significant regions in the GWA results suggests that multiple grain quality traits are inherited together. The 11 novel candidate loci for grain quality traits and the seven candidates for grain chalk identified are involved in the starch biosynthesis pathway. This study highlights the intricate pleiotropic relationships that exist in complex genotype-phenotypic associations and gives a greater insight into effective breeding strategies for grain quality improvement.
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83
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Nadir S, Li W, Zhu Q, Khan S, Zhang XL, Zhang H, Wei ZF, Li MT, Zhou L, Li CY, Chen LJ, Lee DS. A novel discovery of a long terminal repeat retrotransposon-induced hybrid weakness in rice. JOURNAL OF EXPERIMENTAL BOTANY 2019; 70:1197-1207. [PMID: 30576523 PMCID: PMC6382335 DOI: 10.1093/jxb/ery442] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Revised: 12/04/2018] [Indexed: 06/09/2023]
Abstract
Hybrid weakness is a post-zygotic hybridization barrier frequently observed in plants, including rice. In this study, we describe the genomic variation among three temperate japonica rice (Oryza sativa ssp. japonica) varieties 'Aranghyangchalbyeo' ('CH7'), 'Sanghaehyangheolua' ('CH8') and 'Shinseonchalbyeo' ('CH9'), carrying different hybrid weakness genes. The reciprocal progeny obtained from crossing any two varieties displayed characteristic hybrid weakness traits. We mapped and cloned a new locus, Hwc3 (hybrid weakness 3), on chromosome 4. Sequence analysis identified that a long terminal repeat (LTR) retrotransposon was inserted into the promoter region of the Hwc3 gene in 'CH7'. A 4-kb DNA fragment from 'CH7' containing the Hwc3 gene with the inserted LTR retrotransposon was able to induce hybrid weakness in hybrids with 'CH8' plants carrying the Hwc1 gene by genetic complementation. We investigated the differential gene expression profile of F1 plants exhibiting hybrid weakness and detected that the genes associated with energy metabolism were significantly down-regulated compared with the parents. Based on our results, we propose that LTR retrotransposons could be a potential cause of hybrid weakness in intrasubspecific hybrids in japonica rice. Understanding the molecular mechanisms underlying intrasubspecific hybrid weakness is important for increasing our knowledge on reproductive isolation and could have significant implications for rice improvement and hybrid breeding.
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Affiliation(s)
- Sadia Nadir
- Rice Research Institute, Yunnan Agriculture University, Kunming, Yunnan, China
- Department of Chemistry, University of Science and Technology, Bannu, KPK, Pakistan
- Centre for Mountain Ecosystem Studies, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, China
| | - Wei Li
- Rice Research Institute, Yunnan Agriculture University, Kunming, Yunnan, China
| | - Qian Zhu
- Rice Research Institute, Yunnan Agriculture University, Kunming, Yunnan, China
| | - Sehroon Khan
- Centre for Mountain Ecosystem Studies, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, China
- World Agroforestry Centre, East and Central Asia, Kunming, Yunnan, China
| | - Xiao-Ling Zhang
- Agricultural College of Kunming University, Kunming, Yunnan, China
| | - Hui Zhang
- College of Agronomy and Biotechnology, Yunnan Agriculture University, Kunming, Yunnan, China
| | - Zhen-Fei Wei
- Maize Research Institute, Shanxi Academy of Agriculture Sciences, Xinzhou, Shanxi, China
| | - Meng-Ting Li
- Rice Research Institute, Yunnan Agriculture University, Kunming, Yunnan, China
| | - Li Zhou
- Rice Research Institute, Yunnan Agriculture University, Kunming, Yunnan, China
| | - Cheng-Yun Li
- State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, Yunnan, China
| | - Li-Juan Chen
- Rice Research Institute, Yunnan Agriculture University, Kunming, Yunnan, China
- State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, Yunnan, China
| | - Dong-Sun Lee
- Rice Research Institute, Yunnan Agriculture University, Kunming, Yunnan, China
- State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, Yunnan, China
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84
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Del Pozo T, Miranda S, Latorre M, Olivares F, Pavez L, Gutiérrez R, Maldonado J, Hinrichsen P, Defilippi BG, Orellana A, González M. Comparative Transcriptome Profiling in a Segregating Peach Population with Contrasting Juiciness Phenotypes. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2019; 67:1598-1607. [PMID: 30632375 DOI: 10.1021/acs.jafc.8b05177] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Cold storage of fruit is one of the methods most commonly employed to extend the postharvest lifespan of peaches ( Prunus persica (L.) Batsch). However, fruit quality in this species is affected negatively by mealiness, a physiological disorder triggered by chilling injury after long periods of exposure to low temperatures during storage and manifested mainly as a lack of juiciness, which ultimately modifies the organoleptic properties of peach fruit. The aim of this study was to identify molecular components and metabolic processes underlying mealiness in susceptible and nonsusceptible segregants. Transcriptome and qRT-PCR profiling were applied to individuals with contrasting juiciness phenotypes in a segregating F2 population. Our results suggest that mealiness is a multiscale phenomenon, because juicy and mealy fruit display distinctive reprogramming processes affecting translational machinery and lipid, sugar, and oxidative metabolism. The candidate genes identified may be useful tools for further crop improvement.
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Affiliation(s)
- Talía Del Pozo
- Centro Tecnológico de Recursos Vegetales, Faculty of Sciences , Universidad Mayor , Santiago, Chile, Camino La Pirámide 5750 , Huechuraba , Santiago , Chile
- Laboratorio de Bioinformática y Expresión Génica , Instituto de Nutrición y Tecnología de los Alimentos, Universidad de Chile , Av. El Líbano 5524 , Santiago , Chile
| | - Simón Miranda
- Centro Tecnológico de Recursos Vegetales, Faculty of Sciences , Universidad Mayor , Santiago, Chile, Camino La Pirámide 5750 , Huechuraba , Santiago , Chile
- Laboratorio de Genética Molecular Vegetal , INTA, Universidad de Chile , Av. El Líbano 5524 , Macul , Santiago , Chile
| | - Mauricio Latorre
- Laboratorio de Bioinformática y Expresión Génica , Instituto de Nutrición y Tecnología de los Alimentos, Universidad de Chile , Av. El Líbano 5524 , Santiago , Chile
- FONDAP Center for Genome Regulation, Av. Blanco Encalada 2085 , Santiago , Chile
- Instituto de Ingeniería , Universidad de O'Higgins , Av. Libertador Bernardo O'Higgins 611 , Rancagua , Chile
- Mathomics, Center for Mathematical Modeling , Universidad de Chile , Av. Almirante Beauchef 851, Seventh Floor , Santiago , Chile
| | - Felipe Olivares
- Laboratorio de Bioinformática y Expresión Génica , Instituto de Nutrición y Tecnología de los Alimentos, Universidad de Chile , Av. El Líbano 5524 , Santiago , Chile
| | - Leonardo Pavez
- Instituto de Ciencias Naturales , Universidad de Las Américas , Av. Manuel Montt 948 , Santiago , Chile
- Departamento de Ciencias Químicas y Biológicas , Universidad Bernardo O'Higgins , General Gana 1702 , Santiago , Chile
| | - Ricardo Gutiérrez
- Cologne Excellence Cluster for Cellular Stress Responses in Aging-Associated Diseases (CECAD) , University of Cologne , Cologne , Germany
| | - Jonathan Maldonado
- Laboratorio de Bioinformática y Expresión Génica , Instituto de Nutrición y Tecnología de los Alimentos, Universidad de Chile , Av. El Líbano 5524 , Santiago , Chile
| | - Patricio Hinrichsen
- Laboratorio de Biotecnología , Instituto de Investigaciones Agropecuarias , INIA La Platina, Santa Rosa 11610 , Santiago , Chile
| | - Bruno G Defilippi
- Unidad de Poscosecha , Instituto de Investigaciones Agropecuarias , INIA La Platina, Santa Rosa 11610 , Santiago , Chile
| | - Ariel Orellana
- FONDAP Center for Genome Regulation, Av. Blanco Encalada 2085 , Santiago , Chile
- Centro de Biotecnología Vegetal, Facultad de Ciencias de la Vida , Universidad Andrés Bello , Santiago , Chile
| | - Mauricio González
- Laboratorio de Bioinformática y Expresión Génica , Instituto de Nutrición y Tecnología de los Alimentos, Universidad de Chile , Av. El Líbano 5524 , Santiago , Chile
- FONDAP Center for Genome Regulation, Av. Blanco Encalada 2085 , Santiago , Chile
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85
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You Y, Sawikowska A, Lee JE, Benstein RM, Neumann M, Krajewski P, Schmid M. Phloem Companion Cell-Specific Transcriptomic and Epigenomic Analyses Identify MRF1, a Regulator of Flowering. THE PLANT CELL 2019; 31:325-345. [PMID: 30670485 PMCID: PMC6447005 DOI: 10.1105/tpc.17.00714] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Accepted: 01/14/2019] [Indexed: 05/20/2023]
Abstract
The phloem plays essential roles in the source-to-sink relationship and in long-distance communication, and thereby coordinates growth and development throughout the plant. Here we employed isolation of nuclei tagged in specific cell types coupled with low-input, high-throughput sequencing approaches to analyze the changes of the chromatin modifications H3K4me3 and H3K27me3 and their correlation with gene expression in the phloem companion cells (PCCs) of Arabidopsis(Arabidopsis thaliana) shoots in response to changes in photoperiod. We observed a positive correlation between changes in expression and H3K4me3 levels of genes that are involved in essential PCC functions, including regulation of metabolism, circadian rhythm, development, and epigenetic modifications. By contrast, changes in H3K27me3 signal appeared to contribute little to gene expression changes. These genomic data illustrate the complex gene-regulatory networks that integrate plant developmental and physiological processes in the PCCs. Emphasizing the importance of cell-specific analyses, we identified a previously uncharacterized MORN-motif repeat protein, MORN-MOTIF REPEAT PROTEIN REGULATING FLOWERING1 (MRF1), that was strongly up-regulated in the PCCs in response to inductive photoperiod. The mrf1 mutation delayed flowering, whereas MRF1 overexpression had the opposite effect, indicating that MRF1 acts as a floral promoter.
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Affiliation(s)
- Yuan You
- Max Planck Institute for Developmental Biology, Department of Molecular Biology, 72076 Tübingen, Germany
- Center for Plant Molecular Biology (ZMBP), Department of General Genetics, University Tübingen, 72076 Tübingen, Germany
| | - Aneta Sawikowska
- Department of Biometry and Bioinformatics, Institute of Plant Genetics, Polish Academy of Sciences, 60-479 Poznań, Poland
- Department of Mathematical and Statistical Methods, Poznań University of Life Sciences, 60-637 Poznań, Poland
| | - Joanne E Lee
- Umeå Plant Science Centre, Department of Plant Physiology, Umeå University, SE-901 87 Umeå, Sweden
| | - Ruben M Benstein
- Umeå Plant Science Centre, Department of Plant Physiology, Umeå University, SE-901 87 Umeå, Sweden
| | - Manuela Neumann
- Max Planck Institute for Developmental Biology, Department of Molecular Biology, 72076 Tübingen, Germany
| | - Paweł Krajewski
- Department of Biometry and Bioinformatics, Institute of Plant Genetics, Polish Academy of Sciences, 60-479 Poznań, Poland
| | - Markus Schmid
- Max Planck Institute for Developmental Biology, Department of Molecular Biology, 72076 Tübingen, Germany
- Umeå Plant Science Centre, Department of Plant Physiology, Umeå University, SE-901 87 Umeå, Sweden
- Beijing Advanced Innovation Centre for Tree Breeding by Molecular Design, Beijing Forestry University, Beijing 100083, People's Republic of China
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86
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Zorić AS, Morina F, Toševski I, Tosti T, Jović J, Krstić O, Veljović-Jovanović S. Resource allocation in response to herbivory and gall formation in Linaria vulgaris. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2019; 135:224-232. [PMID: 30578998 DOI: 10.1016/j.plaphy.2018.11.032] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 11/27/2018] [Accepted: 11/27/2018] [Indexed: 06/09/2023]
Abstract
Trehalose and its precursor, trehalose 6-phosphate (T6P), are essential regulators of plant response to abiotic and biotic stress. Here we used the specific host-insect interaction between Linaria vulgaris (Plantaginaceae) and stem-galling weevil, Rhinusa pilosa (Mecinini, Curculionidae) with the aim to distinguish carbohydrate allocation patterns in response to herbivory, gall formation (G1, 24 h after oviposition), and gall development (G2, 7 days after oviposition) under controlled conditions. The hypothesis is that herbivory and galling induce distinct responses in both leaves and stems, and that shifts in carbon allocations are regulated by signaling sugars. Systemic response to herbivory was accumulation of T6P and maltose. The main feature of G1 in the stems was accumulation of trehalose, accompanied by increased T6P, turanose and glucose content, oppositely to the leaves. In G2, galls had 3-folds higher weight than controls, with further accumulation of fructose, glucose, turanose, and total water-insoluble carbohydrates (TIC), while the sucrose/hexose ratio decreased. Analysis of fast chlorophyll fluorescence kinetic (OJIP) transients in G2 showed a slight decrease in quantum yield of electron transport flux from QA to QB, and towards photosystem I acceptor side, correlated with the decreased content of photosynthetic pigments and hexoses accumulation. Redistribution of photosynthates, and accumulation of T6P were induced in response to herbivory, indicating its signaling role. The results support the hypothesis that R. pilosa can induce plant reprogramming towards the accumulation of beneficial carbohydrates in developing gall by mechanisms which include both T6P and trehalose.
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Affiliation(s)
- Ana Sedlarević Zorić
- Institute for Multidisciplinary Research, University of Belgrade, Belgrade, Serbia
| | - Filis Morina
- Institute for Multidisciplinary Research, University of Belgrade, Belgrade, Serbia; Biology Centre of the Czech Academy of Sciences, Institute of Plant Molecular Biology, České Budejovice, Czech Republic.
| | - Ivo Toševski
- CABI, Delémont, Switzerland; Institute for Plant Protection and Environment, Department of Plant Pests, Zemun, Serbia
| | - Tomislav Tosti
- University of Belgrade, Faculty of Chemistry, Belgrade, Serbia
| | - Jelena Jović
- Institute for Plant Protection and Environment, Department of Plant Pests, Zemun, Serbia
| | - Oliver Krstić
- Institute for Plant Protection and Environment, Department of Plant Pests, Zemun, Serbia
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87
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Macovei A, Pagano A, Cappuccio M, Gallotti L, Dondi D, De Sousa Araujo S, Fevereiro P, Balestrazzi A. A Snapshot of the Trehalose Pathway During Seed Imbibition in Medicago truncatula Reveals Temporal- and Stress-Dependent Shifts in Gene Expression Patterns Associated With Metabolite Changes. FRONTIERS IN PLANT SCIENCE 2019; 10:1590. [PMID: 31921241 PMCID: PMC6930686 DOI: 10.3389/fpls.2019.01590] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 11/12/2019] [Indexed: 05/21/2023]
Abstract
Trehalose, a non-reducing disaccharide with multiple functions, among which source of energy and carbon, stress protectant, and signaling molecule, has been mainly studied in relation to plant development and response to stress. The trehalose pathway is conserved among different organisms and is composed of three enzymes: trehalose-6-phosphate synthase (TPS), which converts uridine diphosphate (UDP)-glucose and glucose-6-phosphate to trehalose-6-phosphate (T6P), trehalose-6-phosphatase (TPP), which dephosphorylates T6P to produce trehalose, and trehalase (TRE), responsible for trehalose catabolism. In plants, the trehalose pathway has been mostly studied in resurrection plants and the model plant Arabidopsis thaliana, where 11 AtTPS, 10 AtTPP, and 1 AtTRE genes are present. Here, we aim to investigate the involvement of the trehalose pathway in the early stages of seed germination (specifically, seed imbibition) using the model legume Medicago truncatula as a working system. Since not all the genes belonging to the trehalose pathway had been identified in M. truncatula, we first conducted an in silico analysis using the orthologous gene sequences from A. thaliana. Nine MtTPSs, eight MtTPPs, and a single MtTRE gene were hereby identified. Subsequently, the expression profiles of all the genes (together with the sucrose master-regulator SnRK1) were investigated during seed imbibition with water or stress agents (polyethylene glycol and sodium chloride). The reported data show a temporal distribution and preferential expression of specific TPS and TPP isoforms during seed imbibition with water. Moreover, it was possible to distinguish a small set of genes (e.g., MtTPS1, MtTPS7, MtTPS10, MtTPPA, MtTPPI, MtTRE) having a potential impact as precocious hallmarks of the seed response to stress. When the trehalose levels were measured by high-performance liquid chromatography, a significant decrease was observed during seed imbibition, suggesting that trehalose may act as an energy source rather than osmoprotectant. This is the first report investigating the expression profiles of genes belonging to the trehalose pathway during seed imbibition, thus ascertaining their involvement in the pre-germinative metabolism and their potential as tools to improve seed germination efficiency.
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Affiliation(s)
- Anca Macovei
- Department of Biology and Biotechnology “L. Spallanzani,” University of Pavia, Pavia, Italy
| | - Andrea Pagano
- Department of Biology and Biotechnology “L. Spallanzani,” University of Pavia, Pavia, Italy
| | - Michela Cappuccio
- Department of Biology and Biotechnology “L. Spallanzani,” University of Pavia, Pavia, Italy
- Instituto de Tecnologia Química e Biológica António Xavier (ITQB-NOVA), Green-it Research Unit, Oeiras, Portugal
| | - Lucia Gallotti
- Department of Chemistry, University of Pavia, Pavia, Italy
| | - Daniele Dondi
- Department of Chemistry, University of Pavia, Pavia, Italy
| | - Susana De Sousa Araujo
- Instituto de Tecnologia Química e Biológica António Xavier (ITQB-NOVA), Green-it Research Unit, Oeiras, Portugal
| | - Pedro Fevereiro
- Instituto de Tecnologia Química e Biológica António Xavier (ITQB-NOVA), Green-it Research Unit, Oeiras, Portugal
- Departamento de Biologia Vegetal, Faculdade de Ciências da Universidade de Lisboa, Lisboa, Portugal
| | - Alma Balestrazzi
- Department of Biology and Biotechnology “L. Spallanzani,” University of Pavia, Pavia, Italy
- *Correspondence: Alma Balestrazzi,
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88
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Salentijn EMJ, Petit J, Trindade LM. The Complex Interactions Between Flowering Behavior and Fiber Quality in Hemp. FRONTIERS IN PLANT SCIENCE 2019; 10:614. [PMID: 31156677 PMCID: PMC6532435 DOI: 10.3389/fpls.2019.00614] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Accepted: 04/25/2019] [Indexed: 05/05/2023]
Abstract
Hemp, Cannabis sativa L., is a sustainable multipurpose fiber crop with high nutrient and water use efficiency and with biomass of excellent quality for textile fibers and construction materials. The yield and quality of hemp biomass are largely determined by the genetic background of the hemp cultivar but are also strongly affected by environmental factors, such as temperature and photoperiod. Hemp is a facultative short-day plant, characterized by a strong adaptation to photoperiod and a great influence of environmental factors on important agronomic traits such as "flowering-time" and "sex determination." This sensitivity of hemp can cause a considerable degree of heterogeneity, leading to unforeseen yield reductions. Fiber quality for instance is influenced by the developmental stage of hemp at harvest. Also, male and female plants differ in stature and produce fibers with different properties and quality. Next to these causes, there is evidence for specific genotypic variation in fiber quality among hemp accessions. Before improved hemp cultivars can be developed, with specific flowering-times and fiber qualities, and adapted to different geographical regions, a better understanding of the molecular mechanisms controlling important phenological traits such as "flowering-time" and "sex determination" in relation to fiber quality in hemp is required. It is well known that genetic factors play a major role in the outcome of both phenological traits, but the major molecular factors involved in this mechanism are not characterized in hemp. Genome sequences and transcriptome data are available but their analysis mainly focused on the cannabinoid pathway for medical purposes. Herein, we review the current knowledge of phenotypic and genetic data available for "flowering-time," "sex determination," and "fiber quality" in short-day and dioecious crops, respectively, and compare them with the situation in hemp. A picture emerges for several controlling key genes, for which natural genetic variation may lead to desired flowering behavior, including examples of pleiotropic effects on yield quality and on carbon partitioning. Finally, we discuss the prospects for using this knowledge for the molecular breeding of this sustainable crop via a candidate gene approach.
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89
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Jegadeesan S, Chaturvedi P, Ghatak A, Pressman E, Meir S, Faigenboim A, Rutley N, Beery A, Harel A, Weckwerth W, Firon N. Proteomics of Heat-Stress and Ethylene-Mediated Thermotolerance Mechanisms in Tomato Pollen Grains. FRONTIERS IN PLANT SCIENCE 2018; 9:1558. [PMID: 30483278 PMCID: PMC6240657 DOI: 10.3389/fpls.2018.01558] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Accepted: 10/04/2018] [Indexed: 05/19/2023]
Abstract
Heat stress is a major cause for yield loss in many crops, including vegetable crops. Even short waves of high temperature, becoming more frequent during recent years, can be detrimental. Pollen development is most heat-sensitive, being the main cause for reduced productivity under heat-stress across a wide range of crops. The molecular mechanisms involved in pollen heat-stress response and thermotolerance are however, not fully understood. Recently, we have demonstrated that ethylene, a gaseous plant hormone, plays a role in tomato (Solanum lycopersicum) pollen thermotolerance. These results were substantiated in the current work showing that increasing ethylene levels by using an ethylene-releasing substance, ethephon, prior to heat-stress exposure, increased pollen quality. A proteomic approach was undertaken, to unravel the mechanisms underlying pollen heat-stress response and ethylene-mediated pollen thermotolerance in developing pollen grains. Proteins were extracted and analyzed by means of a gel LC-MS fractionation protocol, and a total of 1,355 proteins were identified. A dataset of 721 proteins, detected in three biological replicates of at least one of the applied treatments, was used for all analyses. Quantitative analysis was performed based on peptide count. The analysis revealed that heat-stress affected the developmental program of pollen, including protein homeostasis (components of the translational and degradation machinery), carbohydrate, and energy metabolism. Ethephon-pre-treatment shifted the heat-stressed pollen proteome closer to the proteome under non-stressful conditions, namely, by showing higher abundance of proteins involved in protein synthesis, degradation, tricarboxylic acid cycle, and RNA regulation. Furthermore, up-regulation of protective mechanisms against oxidative stress was observed following ethephon-treatment (including higher abundance of glutathione-disulfide reductase, glutaredoxin, and protein disulfide isomerase). Taken together, the findings identified systemic and fundamental components of pollen thermotolerance, and serve as a valuable quantitative protein database for further research.
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Affiliation(s)
- Sridharan Jegadeesan
- Institute of Plant Sciences, Agricultural Research Organization, Volcani Center, Rishon LeZion, Israel
- The Robert H. Smith Faculty of Agriculture, Food and Environment, The Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture of The Hebrew University of Jerusalem, Rehovot, Israel
| | - Palak Chaturvedi
- Department of Ecogenomics and Systems Biology, Faculty of Life Sciences, University of Vienna, Vienna, Austria
- Vienna Metabolomics Center, University of Vienna, Vienna, Austria
| | - Arindam Ghatak
- Department of Ecogenomics and Systems Biology, Faculty of Life Sciences, University of Vienna, Vienna, Austria
- Vienna Metabolomics Center, University of Vienna, Vienna, Austria
| | - Etan Pressman
- Institute of Plant Sciences, Agricultural Research Organization, Volcani Center, Rishon LeZion, Israel
| | - Shimon Meir
- Institute of Postharvest and Food Sciences, Agricultural Research Organization, Volcani Center, Rishon LeZion, Israel
| | - Adi Faigenboim
- Institute of Plant Sciences, Agricultural Research Organization, Volcani Center, Rishon LeZion, Israel
| | - Nicholas Rutley
- Institute of Plant Sciences, Agricultural Research Organization, Volcani Center, Rishon LeZion, Israel
| | - Avital Beery
- Institute of Plant Sciences, Agricultural Research Organization, Volcani Center, Rishon LeZion, Israel
| | - Arye Harel
- Institute of Plant Sciences, Agricultural Research Organization, Volcani Center, Rishon LeZion, Israel
| | - Wolfram Weckwerth
- Department of Ecogenomics and Systems Biology, Faculty of Life Sciences, University of Vienna, Vienna, Austria
- Vienna Metabolomics Center, University of Vienna, Vienna, Austria
| | - Nurit Firon
- Institute of Plant Sciences, Agricultural Research Organization, Volcani Center, Rishon LeZion, Israel
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90
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Yao C, Jiang J, Cao X, Liu Y, Xue S, Zhang Y. Phosphorus Enhances Photosynthetic Storage Starch Production in a Green Microalga (Chlorophyta) Tetraselmis subcordiformis in Nitrogen Starvation Conditions. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2018; 66:10777-10787. [PMID: 30270616 DOI: 10.1021/acs.jafc.8b04798] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Microalgae are potential starch producers as alternatives to agricultural crops. This study disclosed the effects and mechanism of phosphorus availability exerted on storage starch production in a starch-producing microalga Tetraselmis subcordiformis in nitrogen starvation conditions. Excessive phosphorus supply facilitated starch production, which differed from the conventional cognition that phosphorus would inhibit transitory starch biosynthesis in plants. Phosphorus enhanced energy utilization efficiency for biomass and storage starch production. ADP-glucose pyrophosphorylase (AGPase), conventionally known to be critical for starch biosynthesis, was negatively correlated to storage starch biosynthesis. Excessive phosphorus supply maintained large cell volumes, enhanced activities of starch phosphorylases (SPs) along with branching enzymes and isoamylases, and increased phosphoenolpyruvate and trehalose-6-phosphate levels to alleviate the inhibition of high phosphate availability to AGPase, all of which improved starch production. This work highlighted the importance of phosphorus in the production of microalgal starch and provided further evidence for the SP-based storage starch biosynthesis pathway.
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Affiliation(s)
- Changhong Yao
- Department of Pharmaceutical & Biological Engineering, School of Chemical Engineering , Sichuan University , Chengdu , Sichuan 610065 , China
| | - Junpeng Jiang
- Marine Bioengineering Group , Dalian Institute of Chemical Physics, Chinese Academy of Sciences , Dalian 116023 , China
- University of Chinese Academy of Sciences , Beijing 100039 , China
| | - Xupeng Cao
- Marine Bioengineering Group , Dalian Institute of Chemical Physics, Chinese Academy of Sciences , Dalian 116023 , China
| | - Yinghui Liu
- Marine Bioengineering Group , Dalian Institute of Chemical Physics, Chinese Academy of Sciences , Dalian 116023 , China
| | - Song Xue
- Marine Bioengineering Group , Dalian Institute of Chemical Physics, Chinese Academy of Sciences , Dalian 116023 , China
| | - Yongkui Zhang
- Department of Pharmaceutical & Biological Engineering, School of Chemical Engineering , Sichuan University , Chengdu , Sichuan 610065 , China
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91
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Iwase A, Mita K, Favero DS, Mitsuda N, Sasaki R, Kobayshi M, Takebayashi Y, Kojima M, Kusano M, Oikawa A, Sakakibara H, Saito K, Imamura J, Sugimoto K. WIND1 induces dynamic metabolomic reprogramming during regeneration in Brassica napus. Dev Biol 2018; 442:40-52. [DOI: 10.1016/j.ydbio.2018.07.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Revised: 06/11/2018] [Accepted: 07/09/2018] [Indexed: 01/01/2023]
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92
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Ligaba-Osena A, DiMarco K, Richard TL, Hankoua B. The Maize Corngrass1 miRNA-Regulated Developmental Alterations Are Restored by a Bacterial ADP-Glucose Pyrophosphorylase in Transgenic Tobacco. Int J Genomics 2018; 2018:8581258. [PMID: 30356416 PMCID: PMC6178181 DOI: 10.1155/2018/8581258] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Revised: 05/10/2018] [Accepted: 05/15/2018] [Indexed: 11/17/2022] Open
Abstract
Crop-based bioethanol has raised concerns about competition with food and feed supplies, and technologies for second- and third-generation biofuels are still under development. Alternative feedstocks could fill this gap if they can be converted to biofuels using current sugar- or starch-to-ethanol technologies. The aim of this study was to enhance carbohydrate accumulation in transgenic Nicotiana benthamiana by simultaneously expressing the maize Corngrass1 miRNA (Cg1) and E. coli ADP-glucose pyrophosphorylase (glgC), both of which have been reported to enhance carbohydrate accumulation in planta. Our findings revealed that expression of Cg1 alone increased shoot branching, delayed flowering, reduced flower organ size, and induced loss of fertility. These changes were fully restored by coexpressing Escherichia coli glgC. The transcript level of miRNA156 target SQUAMOSA promoter binding-like (SPL) transcription factors was suppressed severely in Cg1-expressing lines as compared to the wild type. Expression of glgC alone or in combination with Cg1 enhanced biomass yield and total sugar content per plant, suggesting the potential of these genes in improving economically important biofuel feedstocks. A possible mechanism of the Cg1 phenotype is discussed. However, a more detailed study including genome-wide transcriptome and metabolic analysis is needed to determine the underlying genetic elements and pathways regulating the observed developmental and metabolic changes.
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Affiliation(s)
- Ayalew Ligaba-Osena
- College of Agriculture and Related Sciences, Delaware State University, 1200 N DuPont Highway, Dover, DE 19901, USA
| | - Kay DiMarco
- 2217 Earth and Engineering Sciences, Pennsylvania State University, University Park, PA 16802, USA
| | - Tom L. Richard
- Agricultural and Biological Engineering, Pennsylvania State University, 132 Land and Water Research Building, PA 16802, USA
| | - Bertrand Hankoua
- College of Agriculture and Related Sciences, Delaware State University, 1200 N DuPont Highway, Dover, DE 19901, USA
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93
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Fataftah N, Mohr C, Hajirezaei MR, Wirén NV, Humbeck K. Changes in nitrogen availability lead to a reprogramming of pyruvate metabolism. BMC PLANT BIOLOGY 2018; 18:77. [PMID: 29728053 PMCID: PMC5935972 DOI: 10.1186/s12870-018-1301-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Accepted: 04/30/2018] [Indexed: 05/04/2023]
Abstract
BACKGROUND Low availability of nitrogen (N) severely affects plant growth at different levels, which can be reverted by the resupply of N. To unravel the critical steps in primary metabolism underlying the growth adjustment in response to changes in N availability, transcriptomic and comprehensive metabolite analyses were performed in barley using primary leaves at early and later stages of N deprivation, and after N resupply to N-deficient plants. RESULT N deficiency in leaves caused differential regulation of 1947 genes, mostly belonging to the functional classes photosynthesis, cell wall degradation, lipid degradation, amino acid degradation, transcription factors, phytohormone metabolism and receptor-like kinases. Interestingly, 62% of the genes responding to low N were regulated in the opposite direction after two days of N resupply. Reprogramming of gene transcription was linked to metabolic rearrangements and affected the metabolism of amino acids and sugars. The levels of major amino acids, including Glu, Asp, Ser, Gln, Gly, Thr, Ala, and Val, decreased during primary leaf age and, more pronounced, during low N-induced senescence, which was efficiently reverted after resupply of N. A significant decrease was observed for pyruvate and metabolites involved in the TCA cycle under low N, and this was reverted to initial levels after 5 days of N resupply. Correspondingly, transcript levels of genes coding for pyruvate kinase, pyruvate dehydrogenase, and pyruvate orthophosphate dikinase followed the same trend as related metabolites. CONCLUSION Our results show that upon N limitation a specific pathway for remobilization at the link between glycolysis and TCA cycle in barley is established that is at least partly regulated by a strict reprogramming of the gene coding for pyruvate orthophosphate dikinase. Further analysis of this pathway, its regulatory levels and biochemical changing of pyruvate metabolism enzymes in response to N availability is needed to determine the link between N status and primary metabolism.
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Affiliation(s)
- Nazeer Fataftah
- Institute of Biology/Plant Physiology department, Martin-Luther-University Halle-Wittenberg, Halle, (Saale) Germany
| | - Christina Mohr
- Institute of Biology/Plant Physiology department, Martin-Luther-University Halle-Wittenberg, Halle, (Saale) Germany
| | - Mohammad-Reza Hajirezaei
- Physiology and Cell Biology department, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, OT Germany
| | - Nicolaus von Wirén
- Physiology and Cell Biology department, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, OT Germany
| | - Klaus Humbeck
- Institute of Biology/Plant Physiology department, Martin-Luther-University Halle-Wittenberg, Halle, (Saale) Germany
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94
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Minami A, Yano K, Gamuyao R, Nagai K, Kuroha T, Ayano M, Nakamori M, Koike M, Kondo Y, Niimi Y, Kuwata K, Suzuki T, Higashiyama T, Takebayashi Y, Kojima M, Sakakibara H, Toyoda A, Fujiyama A, Kurata N, Ashikari M, Reuscher S. Time-Course Transcriptomics Analysis Reveals Key Responses of Submerged Deepwater Rice to Flooding. PLANT PHYSIOLOGY 2018; 176:3081-3102. [PMID: 29475897 PMCID: PMC5884608 DOI: 10.1104/pp.17.00858] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Accepted: 02/15/2018] [Indexed: 05/29/2023]
Abstract
Water submergence is an environmental factor that limits plant growth and survival. Deepwater rice (Oryza sativa) adapts to submergence by rapidly elongating its internodes and thereby maintaining its leaves above the water surface. We performed a comparative RNA sequencing transcriptome analysis of the shoot base region, including basal nodes, internodes, and shoot apices of seedlings at two developmental stages from two varieties with contrasting deepwater growth responses. A transcriptomic comparison between deepwater rice cv C9285 and nondeepwater rice cv Taichung 65 revealed both similar and differential expression patterns between the two genotypes during submergence. The expression of genes related to gibberellin biosynthesis, trehalose biosynthesis, anaerobic fermentation, cell wall modification, and transcription factors that include ethylene-responsive factors was significantly different between the varieties. Interestingly, in both varieties, the jasmonic acid content at the shoot base decreased during submergence, while exogenous jasmonic acid inhibited submergence-induced internode elongation in cv C9285, suggesting that jasmonic acid plays a role in the submergence response of rice. Furthermore, a targeted de novo transcript assembly revealed transcripts that were specific to cv C9285, including submergence-induced biotic stress-related genes. Our multifaceted transcriptome approach using the rice shoot base region illustrates a differential response to submergence between deepwater and nondeepwater rice. Jasmonic acid metabolism appears to participate in the submergence-mediated internode elongation response of deepwater rice.
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Affiliation(s)
- Anzu Minami
- Bioscience and Biotechnology Center, Nagoya University, Nagoya, Aichi 464-8601, Japan
| | - Kenji Yano
- Bioscience and Biotechnology Center, Nagoya University, Nagoya, Aichi 464-8601, Japan
| | - Rico Gamuyao
- Bioscience and Biotechnology Center, Nagoya University, Nagoya, Aichi 464-8601, Japan
| | - Keisuke Nagai
- Bioscience and Biotechnology Center, Nagoya University, Nagoya, Aichi 464-8601, Japan
| | - Takeshi Kuroha
- Bioscience and Biotechnology Center, Nagoya University, Nagoya, Aichi 464-8601, Japan
| | - Madoka Ayano
- Bioscience and Biotechnology Center, Nagoya University, Nagoya, Aichi 464-8601, Japan
| | - Masanari Nakamori
- Bioscience and Biotechnology Center, Nagoya University, Nagoya, Aichi 464-8601, Japan
| | - Masaya Koike
- Bioscience and Biotechnology Center, Nagoya University, Nagoya, Aichi 464-8601, Japan
| | - Yuma Kondo
- Bioscience and Biotechnology Center, Nagoya University, Nagoya, Aichi 464-8601, Japan
| | - Yoko Niimi
- Bioscience and Biotechnology Center, Nagoya University, Nagoya, Aichi 464-8601, Japan
| | - Keiko Kuwata
- Institute of Transformative Bio-Molecules, Nagoya University, Nagoya, Aichi 464-8602, Japan
| | - Takamasa Suzuki
- Graduate School of Science, Nagoya University, Nagoya, Aichi 464-8602, Japan
- ERATO Higashiyama Live-Holonics Project, Nagoya University, Nagoya, Aichi 464-8602, Japan
| | - Tetsuya Higashiyama
- Graduate School of Science, Nagoya University, Nagoya, Aichi 464-8602, Japan
- ERATO Higashiyama Live-Holonics Project, Nagoya University, Nagoya, Aichi 464-8602, Japan
- Institute of Transformative Bio-Molecules, Nagoya University, Nagoya Aichi 464-8601, Japan
| | - Yumiko Takebayashi
- RIKEN Center for Sustainable Resource Science, Tsurumi-ku, Yokohama 230-0045, Japan
| | - Mikiko Kojima
- RIKEN Center for Sustainable Resource Science, Tsurumi-ku, Yokohama 230-0045, Japan
| | - Hitoshi Sakakibara
- RIKEN Center for Sustainable Resource Science, Tsurumi-ku, Yokohama 230-0045, Japan
- Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya, Aichi 464-8601, Japan
| | - Atsushi Toyoda
- Center for Information Biology, National Institute of Genetics, Mishima 411-8540, Japan
| | - Asao Fujiyama
- Center for Information Biology, National Institute of Genetics, Mishima 411-8540, Japan
| | - Nori Kurata
- Genetic Strains Research Center, National Institute of Genetics, Mishima 411-8540, Japan
| | - Motoyuki Ashikari
- Genetic Strains Research Center, National Institute of Genetics, Mishima 411-8540, Japan
| | - Stefan Reuscher
- Bioscience and Biotechnology Center, Nagoya University, Nagoya, Aichi 464-8601, Japan
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95
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Chen Q, Wang F, Li D, Zhang R, Ling Y. Trehalose metabolism genes render rice white tip nematode Aphelenchoides besseyi (Nematoda: Aphelenchoididae) resistant to an anaerobic environment. ACTA ACUST UNITED AC 2018; 221:jeb.171413. [PMID: 29158222 PMCID: PMC5868927 DOI: 10.1242/jeb.171413] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2017] [Accepted: 11/06/2017] [Indexed: 11/20/2022]
Abstract
After experiencing anaerobic environments, Aphelenchoides besseyi will enter a state of suspended animation known as anoxybiosis, during which it may use trehalose as an energy supply to survive. To explore the function of trehalose metabolism, two trehalose-6-phosphate synthase (TPS) genes (Ab-tps1 and Ab-tps2) encoding enzymes catalysing trehalose synthesis, and three trehalase (TRE) genes (Ab-ntre1, Ab-ntre2 and Ab-atre) encoding enzymes catalysing the hydrolysis of trehalose, were identified and investigated. Ab-tps1 and Ab-tps2 were active during certain periods of anoxybiosis for A. besseyi, and Ab-tps2, Ab-ntre1, Ab-ntre2 and Ab-atre were active during certain periods of recovery. The results of RNA interference experiments suggested that TRE genes regulated each other and both TPS genes, while a single TPS gene only regulated the other TPS gene. However, two TPS genes together could regulate TRE genes, which indicated a feedback mechanism between these genes. All these genes also positively regulated the survival and resumption of active metabolism of the nematode. Genes functioning at re-aeration have a greater impact on nematode survival, suggesting that these genes could play roles in anoxybiosis regulation, but may function within restricted time frames. Changes in trehalose levels matched changes in TRE activity during the anoxybiosis–re-aeration process, suggesting that trehalose may act as an energy supply source. The observation of up-regulation of TPS genes during anoxybiosis suggested a possible signal role of trehalose. Trehalose metabolism genes could also work together to control trehalose levels at a certain level when the nematode is under anaerobic conditions. Summary: To ensure survival, nematodes utilize both extracellular and intracellular trehalose, and trehalose metabolism genes regulate each other to keep trehalose and trehalase activity at certain levels during the anoxybiosis–re-aeration process.
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Affiliation(s)
- Qiaoli Chen
- College of Forestry, Northeast Forestry University, Harbin, Heilongjiang 150040, China
| | - Feng Wang
- College of Forestry, Northeast Forestry University, Harbin, Heilongjiang 150040, China
| | - Danlei Li
- College of Forestry, Northeast Forestry University, Harbin, Heilongjiang 150040, China
| | - Ruizhi Zhang
- College of Forestry, Northeast Forestry University, Harbin, Heilongjiang 150040, China
| | - Yaming Ling
- College of Forestry, Northeast Forestry University, Harbin, Heilongjiang 150040, China
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96
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Farcuh M, Li B, Rivero RM, Shlizerman L, Sadka A, Blumwald E. Sugar metabolism reprogramming in a non-climacteric bud mutant of a climacteric plum fruit during development on the tree. JOURNAL OF EXPERIMENTAL BOTANY 2017; 68:5813-5828. [PMID: 29186495 PMCID: PMC5854140 DOI: 10.1093/jxb/erx391] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Accepted: 10/06/2017] [Indexed: 05/08/2023]
Abstract
We investigated sugar metabolism in leaves and fruits of two Japanese plum (Prunus salicina Lindl.) cultivars, the climacteric Santa Rosa and its bud sport mutant the non-climacteric Sweet Miriam, during development on the tree. We previously characterized differences between the two cultivars. Here, we identified key sugar metabolic pathways. Pearson coefficient correlations of metabolomics and transcriptomic data and weighted gene co-expression network analysis (WGCNA) of RNA sequencing (RNA-Seq) data allowed the identification of 11 key sugar metabolism-associated genes: sucrose synthase, sucrose phosphate synthase, cytosolic invertase, vacuolar invertase, invertase inhibitor, α-galactosidase, β-galactosidase, galactokinase, trehalase, galactinol synthase, and raffinose synthase. These pathways were further assessed and validated through the biochemical characterization of the gene products and with metabolite analysis. Our results demonstrated the reprogramming of sugar metabolism in both leaves and fruits in the non-climacteric plum, which displayed a shift towards increased sorbitol synthesis. Climacteric and non-climacteric fruits showed differences in their UDP-galactose metabolism towards the production of galactose and raffinose, respectively. The higher content of galactinol, myo-inositol, raffinose, and trehalose in the non-climacteric fruits could improve the ability of the fruits to cope with the oxidative processes associated with fruit ripening. Overall, our results support a relationship between sugar metabolism, ethylene, and ripening behavior.
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Affiliation(s)
| | - Bosheng Li
- Department of Plant Sciences, University of California, USA
| | | | | | - Avi Sadka
- Department of Fruit Tree Sciences, ARO, Israel
| | - Eduardo Blumwald
- Department of Plant Sciences, University of California, USA
- Correspondence:
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97
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Yatsyshyn VY, Kvasko AY, Yemets AI. Genetic approaches in research on the role of trehalose in plants. CYTOL GENET+ 2017. [DOI: 10.3103/s0095452717050127] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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98
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Matsoukas IG. Crosstalk between Photoreceptor and Sugar Signaling Modulates Floral Signal Transduction. Front Physiol 2017; 8:382. [PMID: 28659814 PMCID: PMC5466967 DOI: 10.3389/fphys.2017.00382] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2016] [Accepted: 05/22/2017] [Indexed: 11/13/2022] Open
Abstract
Over the past decade, integrated genetic, cellular, proteomic and genomic approaches have begun to unravel the surprisingly crosstalk between photoreceptors and sugar signaling in regulation of floral signal transduction. Although a number of physiological factors in the pathway have been identified, the molecular genetic interactions of some components are less well understood. The further elucidation of the crosstalk mechanisms between photoreceptors and sugar signaling will certainly contribute to our better understanding of the developmental circuitry that controls floral signal transduction. This article summarizes our current knowledge of this crosstalk, which has not received much attention, and suggests possible directions for future research.
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Affiliation(s)
- Ianis G Matsoukas
- School of Life Sciences, University of WarwickCoventry, United Kingdom
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99
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Zhang P, He Z, Tian X, Gao F, Xu D, Liu J, Wen W, Fu L, Li G, Sui X, Xia X, Wang C, Cao S. Cloning of TaTPP-6AL1 associated with grain weight in bread wheat and development of functional marker. MOLECULAR BREEDING 2017; 37:78. [PMID: 0 DOI: 10.1007/s11032-017-0676-y] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
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100
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Jayaraman D, Richards AL, Westphall MS, Coon JJ, Ané JM. Identification of the phosphorylation targets of symbiotic receptor-like kinases using a high-throughput multiplexed assay for kinase specificity. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2017; 90:1196-1207. [PMID: 28267253 PMCID: PMC5461195 DOI: 10.1111/tpj.13529] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Revised: 02/17/2017] [Accepted: 03/01/2017] [Indexed: 05/29/2023]
Abstract
Detecting the phosphorylation substrates of multiple kinases in a single experiment is a challenge, and new techniques are being developed to overcome this challenge. Here, we used a multiplexed assay for kinase specificity (MAKS) to identify the substrates directly and to map the phosphorylation site(s) of plant symbiotic receptor-like kinases. The symbiotic receptor-like kinases nodulation receptor-like kinase (NORK) and lysin motif domain-containing receptor-like kinase 3 (LYK3) are indispensable for the establishment of root nodule symbiosis. Although some interacting proteins have been identified for these symbiotic receptor-like kinases, very little is known about their phosphorylation substrates. Using this high-throughput approach, we identified several other potential phosphorylation targets for both these symbiotic receptor-like kinases. In particular, we also discovered the phosphorylation of LYK3 by NORK itself, which was also confirmed by pairwise kinase assays. Motif analysis of potential targets for these kinases revealed that the acidic motif xxxsDxxx was common to both of them. In summary, this high-throughput technique catalogs the potential phosphorylation substrates of multiple kinases in a single efficient experiment, the biological characterization of which should provide a better understanding of phosphorylation signaling cascade in symbiosis.
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Affiliation(s)
- Dhileepkumar Jayaraman
- Department of Agronomy, 1575 Linden Drive, University of Wisconsin–Madison, WI 53706, USA
| | - Alicia L. Richards
- Department of Chemistry, 1101 University Avenue, University of Wisconsin–Madison, WI 53706, USA
- Genome Center of Wisconsin, University of Wisconsin–Madison, 425 Henry Mall, WI 53706, USA
| | - Michael S. Westphall
- Department of Chemistry, 1101 University Avenue, University of Wisconsin–Madison, WI 53706, USA
- Genome Center of Wisconsin, University of Wisconsin–Madison, 425 Henry Mall, WI 53706, USA
- Department of Biomolecular Chemistry, University of Wisconsin–Madison, 420 Henry Mall, WI 53706, USA
| | - Joshua J. Coon
- Department of Chemistry, 1101 University Avenue, University of Wisconsin–Madison, WI 53706, USA
- Genome Center of Wisconsin, University of Wisconsin–Madison, 425 Henry Mall, WI 53706, USA
- Department of Biomolecular Chemistry, University of Wisconsin–Madison, 420 Henry Mall, WI 53706, USA
| | - Jean-Michel Ané
- Department of Agronomy, 1575 Linden Drive, University of Wisconsin–Madison, WI 53706, USA
- Department of Bacteriology, 1550 Linden Drive, University of Wisconsin–Madison, WI 53706, USA
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