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Lobo AKM, Orr DJ, Gutierrez MO, Andralojc PJ, Sparks C, Parry MAJ, Carmo-Silva E. Overexpression of ca1pase Decreases Rubisco Abundance and Grain Yield in Wheat. PLANT PHYSIOLOGY 2019; 181:471-479. [PMID: 31366720 PMCID: PMC6776845 DOI: 10.1104/pp.19.00693] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Accepted: 07/20/2019] [Indexed: 05/22/2023]
Abstract
Rubisco catalyzes the fixation of CO2 into organic compounds that are used for plant growth and the production of agricultural products, and specific sugar-phosphate derivatives bind tightly to the active sites of Rubisco, locking the enzyme in a catalytically inactive conformation. 2-carboxy-d-arabinitol-1-phosphate phosphatase (CA1Pase) dephosphorylates such tight-binding inhibitors, contributing to the maintenance of Rubisco activity. Here, we investigated the hypothesis that overexpressing ca1pase would decrease the abundance of Rubisco inhibitors, thereby increasing the activity of Rubisco and enhancing photosynthetic performance and productivity in wheat (Triticum aestivum). Plants of four independent wheat transgenic lines overexpressing ca1pase showed up to 30-fold increases in ca1pase expression compared to the wild type. Plants overexpressing ca1pase had lower numbers of Rubisco tight-binding inhibitors and higher Rubisco activation state than the wild type; however, there were 17% to 60% fewer Rubisco active sites in the four transgenic lines than in the wild type. The lower Rubisco content in plants overexpressing ca1pase resulted in lower initial and total carboxylating activities measured in flag leaves at the end of the vegetative stage and lower aboveground biomass and grain yield measured in fully mature plants. Hence, contrary to what would be expected, ca1pase overexpression decreased Rubisco content and compromised wheat grain yields. These results support a possible role for Rubisco inhibitors in protecting the enzyme and maintaining an adequate number of Rubisco active sites to support carboxylation rates in planta.
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Affiliation(s)
- Ana Karla M Lobo
- Lancaster University, Lancaster Environment Centre, Lancaster, LA1 4YQ, United Kingdom
- Federal University of Ceará, Department of Biochemistry and Molecular Biology, Fortaleza, Brazil
| | - Douglas J Orr
- Lancaster University, Lancaster Environment Centre, Lancaster, LA1 4YQ, United Kingdom
| | - Marta Oñate Gutierrez
- Lancaster University, Lancaster Environment Centre, Lancaster, LA1 4YQ, United Kingdom
| | - P John Andralojc
- Rothamsted Research, Plant Sciences Department, Harpenden, AL5 2JQ, United Kingdom
| | - Caroline Sparks
- Rothamsted Research, Plant Sciences Department, Harpenden, AL5 2JQ, United Kingdom
| | - Martin A J Parry
- Lancaster University, Lancaster Environment Centre, Lancaster, LA1 4YQ, United Kingdom
- Rothamsted Research, Plant Sciences Department, Harpenden, AL5 2JQ, United Kingdom
| | - Elizabete Carmo-Silva
- Lancaster University, Lancaster Environment Centre, Lancaster, LA1 4YQ, United Kingdom
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Pao YC, Stützel H, Chen TW. A mechanistic view of the reduction in photosynthetic protein abundance under diurnal light fluctuation. JOURNAL OF EXPERIMENTAL BOTANY 2019; 70:3705-3708. [PMID: 31002108 PMCID: PMC6685652 DOI: 10.1093/jxb/erz164] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 03/27/2019] [Indexed: 05/12/2023]
Affiliation(s)
- Yi-Chen Pao
- Institute of Horticultural Production Systems, Leibniz Universität Hannover, Hannover, Germany
- Correspondence:
| | - Hartmut Stützel
- Institute of Horticultural Production Systems, Leibniz Universität Hannover, Hannover, Germany
| | - Tsu-Wei Chen
- Institute of Horticultural Production Systems, Leibniz Universität Hannover, Hannover, Germany
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53
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Zhu Y, Chen K, Ding Y, Situ D, Li Y, Long Y, Wang L, Ye J. Metabolic and proteomic mechanism of benzo[a]pyrene degradation by Brevibacillus brevis. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2019; 172:1-10. [PMID: 30665150 DOI: 10.1016/j.ecoenv.2019.01.044] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Revised: 01/07/2019] [Accepted: 01/10/2019] [Indexed: 06/09/2023]
Abstract
Benzo[a]pyrene (BaP) is a model compound of polycyclic aromatic hydrocarbons. The relationship between its toxicity and some target biomolecules has been investigated. To reveal the interactions of BaP biodegradation and metabolic network, BaP intermediates, proteome, carbon metabolism and ion transport were analyzed. The results show that 76% BaP was degraded by Brevibacillus brevis within 7 d through the cleavage of aromatic rings with the production of 1-naphthol and 2-naphthol. During this process, the expression of xylose isomerase was induced for xylose metabolism, whereas, α-cyclodextrin could no longer be metabolized. Lactic acid, acetic acid and oxalic acid at 0.1-1.2 mg dm-3 were released stemming from their enhanced biosynthesis in the pathways of pyruvate metabolism and citrate cycle, while 5-7 mg dm-3 of PO43- were transported for energy metabolism. The relative abundance of 43 proteins was significantly increased for pyruvate metabolism, citrate cycle, amino acid metabolism, purine metabolism, ribosome metabolism and protein synthesis.
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Affiliation(s)
- Yueping Zhu
- Technology Research Center for Petrochemical Resources Clean Utilization of Guangdong Province, Faculty of Environmental Science and Engineering, Guangdong University of Petrochemical Technology, Maoming 525000, Guangdong, China
| | - Kaiyun Chen
- Child Developmental-Behavioral Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China
| | - Yingqi Ding
- Guangdong Key Laboratory of Environmental Pollution and Health, School of Environment, Jinan University, Guangzhou 510632, Guangdong, China
| | - Donglin Situ
- Guangdong Key Laboratory of Environmental Pollution and Health, School of Environment, Jinan University, Guangzhou 510632, Guangdong, China
| | - Yi Li
- Guangdong Key Laboratory of Environmental Pollution and Health, School of Environment, Jinan University, Guangzhou 510632, Guangdong, China
| | - Yan Long
- Guangdong Key Laboratory of Environmental Pollution and Health, School of Environment, Jinan University, Guangzhou 510632, Guangdong, China
| | - Lili Wang
- Guangdong Key Laboratory of Environmental Pollution and Health, School of Environment, Jinan University, Guangzhou 510632, Guangdong, China
| | - Jinshao Ye
- Guangdong Key Laboratory of Environmental Pollution and Health, School of Environment, Jinan University, Guangzhou 510632, Guangdong, China.
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Millar AJ, Urquiza U, Freeman PL, Hume A, Plotkin GD, Sorokina O, Zardilis A, Zielinski T. Practical steps to digital organism models, from laboratory model species to 'Crops in silico. JOURNAL OF EXPERIMENTAL BOTANY 2019; 70:2403-2418. [PMID: 30615184 DOI: 10.1093/jxb/ery435] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 11/28/2018] [Indexed: 05/20/2023]
Abstract
A recent initiative named 'Crops in silico' proposes that multi-scale models 'have the potential to fill in missing mechanistic details and generate new hypotheses to prioritize directed engineering efforts' in plant science, particularly directed to crop species. To that end, the group called for 'a paradigm shift in plant modelling, from largely isolated efforts to a connected community'. 'Wet' (experimental) research has been especially productive in plant science, since the adoption of Arabidopsis thaliana as a laboratory model species allowed the emergence of an Arabidopsis research community. Parts of this community invested in 'dry' (theoretical) research, under the rubric of Systems Biology. Our past research combined concepts from Systems Biology and crop modelling. Here we outline the approaches that seem most relevant to connected, 'digital organism' initiatives. We illustrate the scale of experimental research required, by collecting the kinetic parameter values that are required for a quantitative, dynamic model of a gene regulatory network. By comparison with the Systems Biology Markup Language (SBML) community, we note computational resources and community structures that will help to realize the potential for plant Systems Biology to connect with a broader crop science community.
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Affiliation(s)
- Andrew J Millar
- SynthSys and School of Biological Sciences, University of Edinburgh, Edinburgh, UK
| | - Uriel Urquiza
- SynthSys and School of Biological Sciences, University of Edinburgh, Edinburgh, UK
| | | | - Alastair Hume
- SynthSys and School of Biological Sciences, University of Edinburgh, Edinburgh, UK
- EPCC, Bayes Centre, University of Edinburgh, Edinburgh, UK
| | - Gordon D Plotkin
- Laboratory for the Foundations of Computer Science, School of Informatics, University of Edinburgh, Edinburgh, UK
| | - Oxana Sorokina
- Institute for Adaptive and Neural Computation, School of Informatics, University of Edinburgh, Edinburgh, UK
| | - Argyris Zardilis
- SynthSys and School of Biological Sciences, University of Edinburgh, Edinburgh, UK
| | - Tomasz Zielinski
- SynthSys and School of Biological Sciences, University of Edinburgh, Edinburgh, UK
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Caldana C, Martins MCM, Mubeen U, Urrea-Castellanos R. The magic 'hammer' of TOR: the multiple faces of a single pathway in the metabolic regulation of plant growth and development. JOURNAL OF EXPERIMENTAL BOTANY 2019; 70:2217-2225. [PMID: 30722050 DOI: 10.1093/jxb/ery459] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Accepted: 12/11/2018] [Indexed: 06/09/2023]
Abstract
The target of rapamycin (TOR) pathway has emerged as a central hub synchronizing plant growth according to the nutrient/energy status and environmental inputs. Molecular mechanisms through which TOR promotes plant growth involve the positive regulation of transcription of cell proliferation-associated genes, mRNA translation initiation and ribosome biogenesis, to cite a few examples. Phytohormones, light, sugars, and sulfur have been found to broadly regulate TOR activity. TOR operates as a metabolic homeostat to fine-tune anabolic processes and efficiently enable plant growth under different circumstances. However, little is known about the multiple effectors that act up- and downstream of TOR. Here, we mainly discuss recent findings related to the TOR pathway in the context of plant metabolism and highlight areas of interest that need to be addressed to keep unravelling the intricate networks governing the regulation of TOR and its function in controlling biosynthetic growth.
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Affiliation(s)
- Camila Caldana
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam-Golm, Germany
| | | | - Umarah Mubeen
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam-Golm, Germany
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Moraes TA, Mengin V, Annunziata MG, Encke B, Krohn N, Höhne M, Stitt M. Response of the Circadian Clock and Diel Starch Turnover to One Day of Low Light or Low CO 2. PLANT PHYSIOLOGY 2019; 179:1457-1478. [PMID: 30670603 PMCID: PMC6446786 DOI: 10.1104/pp.18.01418] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Accepted: 01/09/2019] [Indexed: 05/18/2023]
Abstract
Diel starch turnover responds rapidly to changes in the light regime. We investigated if these responses require changes in the temporal dynamics of the circadian clock. Arabidopsis (Arabidopsis thaliana) was grown in a 12-h photoperiod for 19 d, shifted to three different reduced light levels or to low CO2 for one light period, and returned to growth conditions. The treatments produced widespread changes in clock transcript abundance. However, almost all of the changes were restricted to extreme treatments that led to carbon starvation and were small compared to the magnitude of the circadian oscillation. Changes included repression of EARLY FLOWERNG 4, slower decay of dusk components, and a slight phase delay at the next dawn, possibly due to abrogated Evening Complex function and sustained expression of PHYTOCHROME INTERACTING FACTORs and REVEILLEs during the night. Mobilization of starch in the night occurred in a linear manner and was paced to dawn, both in moderate treatments that did not alter clock transcripts and in extreme treatments that led to severe carbon starvation. We conclude that pacing of starch mobilization to dawn does not require retrograde carbon signaling to the transcriptional clock. On the following day, growth decreased, sugars rose, and starch accumulation was stimulated in low-light-treated plants compared to controls. This adaptive response was marked after moderate treatments and occurred independently of changes in the transcriptional clock. It is probably a time-delayed response to low-C signaling in the preceding 24-h cycle, possibly including changes in PHYTOCHROME INTERACTING FACTOR and REVEILLE expression.
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Affiliation(s)
- Thiago Alexandre Moraes
- Max Planck Institute of Molecular Plant Physiology, Am Muehlenberg 1, 14476 Potsdam-Golm, Germany
| | - Virginie Mengin
- Max Planck Institute of Molecular Plant Physiology, Am Muehlenberg 1, 14476 Potsdam-Golm, Germany
| | - Maria Grazia Annunziata
- Max Planck Institute of Molecular Plant Physiology, Am Muehlenberg 1, 14476 Potsdam-Golm, Germany
| | - Beatrice Encke
- Max Planck Institute of Molecular Plant Physiology, Am Muehlenberg 1, 14476 Potsdam-Golm, Germany
| | - Nicole Krohn
- Max Planck Institute of Molecular Plant Physiology, Am Muehlenberg 1, 14476 Potsdam-Golm, Germany
| | - Melanie Höhne
- Max Planck Institute of Molecular Plant Physiology, Am Muehlenberg 1, 14476 Potsdam-Golm, Germany
| | - Mark Stitt
- Max Planck Institute of Molecular Plant Physiology, Am Muehlenberg 1, 14476 Potsdam-Golm, Germany
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Wierzbicki MP, Maloney V, Mizrachi E, Myburg AA. Xylan in the Middle: Understanding Xylan Biosynthesis and Its Metabolic Dependencies Toward Improving Wood Fiber for Industrial Processing. FRONTIERS IN PLANT SCIENCE 2019; 10:176. [PMID: 30858858 PMCID: PMC6397879 DOI: 10.3389/fpls.2019.00176] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2018] [Accepted: 02/04/2019] [Indexed: 05/14/2023]
Abstract
Lignocellulosic biomass, encompassing cellulose, lignin and hemicellulose in plant secondary cell walls (SCWs), is the most abundant source of renewable materials on earth. Currently, fast-growing woody dicots such as Eucalyptus and Populus trees are major lignocellulosic (wood fiber) feedstocks for bioproducts such as pulp, paper, cellulose, textiles, bioplastics and other biomaterials. Processing wood for these products entails separating the biomass into its three main components as efficiently as possible without compromising yield. Glucuronoxylan (xylan), the main hemicellulose present in the SCWs of hardwood trees carries chemical modifications that are associated with SCW composition and ultrastructure, and affect the recalcitrance of woody biomass to industrial processing. In this review we highlight the importance of xylan properties for industrial wood fiber processing and how gaining a greater understanding of xylan biosynthesis, specifically xylan modification, could yield novel biotechnology approaches to reduce recalcitrance or introduce novel processing traits. Altering xylan modification patterns has recently become a focus of plant SCW studies due to early findings that altered modification patterns can yield beneficial biomass processing traits. Additionally, it has been noted that plants with altered xylan composition display metabolic differences linked to changes in precursor usage. We explore the possibility of using systems biology and systems genetics approaches to gain insight into the coordination of SCW formation with other interdependent biological processes. Acetyl-CoA, s-adenosylmethionine and nucleotide sugars are precursors needed for xylan modification, however, the pathways which produce metabolic pools during different stages of fiber cell wall formation still have to be identified and their co-regulation during SCW formation elucidated. The crucial dependence on precursor metabolism provides an opportunity to alter xylan modification patterns through metabolic engineering of one or more of these interdependent pathways. The complexity of xylan biosynthesis and modification is currently a stumbling point, but it may provide new avenues for woody biomass engineering that are not possible for other biopolymers.
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Affiliation(s)
| | | | | | - Alexander A. Myburg
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Pretoria, South Africa
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58
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Flis A, Mengin V, Ivakov AA, Mugford ST, Hubberten HM, Encke B, Krohn N, Höhne M, Feil R, Hoefgen R, Lunn JE, Millar AJ, Smith AM, Sulpice R, Stitt M. Multiple circadian clock outputs regulate diel turnover of carbon and nitrogen reserves. PLANT, CELL & ENVIRONMENT 2019; 42:549-573. [PMID: 30184255 DOI: 10.1111/pce.13440] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Revised: 08/27/2018] [Accepted: 08/31/2018] [Indexed: 05/09/2023]
Abstract
Plants accumulate reserves in the daytime to support growth at night. Circadian regulation of diel reserve turnover was investigated by profiling starch, sugars, glucose 6-phosphate, organic acids, and amino acids during a light-dark cycle and after transfer to continuous light in Arabidopsis wild types and in mutants lacking dawn (lhy cca1), morning (prr7 prr9), dusk (toc1, gi), or evening (elf3) clock components. The metabolite time series were integrated with published time series for circadian clock transcripts to identify circadian outputs that regulate central metabolism. (a) Starch accumulation was slower in elf3 and prr7 prr9. It is proposed that ELF3 positively regulates starch accumulation. (b) Reducing sugars were high early in the T-cycle in elf3, revealing that ELF3 negatively regulates sucrose recycling. (c) The pattern of starch mobilization was modified in all five mutants. A model is proposed in which dawn and dusk/evening components interact to pace degradation to anticipated dawn. (d) An endogenous oscillation of glucose 6-phosphate revealed that the clock buffers metabolism against the large influx of carbon from photosynthesis. (e) Low levels of organic and amino acids in lhy cca1 and high levels in prr7 prr9 provide evidence that the dawn components positively regulate the accumulation of amino acid reserves.
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Affiliation(s)
- Anna Flis
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Virginie Mengin
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Alexander A Ivakov
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Sam T Mugford
- John Innes Centre, Norwich Research Park, Norwich, UK
| | | | - Beatrice Encke
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Nicole Krohn
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Melanie Höhne
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Regina Feil
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Rainer Hoefgen
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - John E Lunn
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Andrew J Millar
- SynthSys and School of Biological Sciences, C.H. Waddington Building, University of Edinburgh, Edinburgh, UK
| | | | - Ronan Sulpice
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Mark Stitt
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
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59
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Amthor JS, Bar-Even A, Hanson AD, Millar AH, Stitt M, Sweetlove LJ, Tyerman SD. Engineering Strategies to Boost Crop Productivity by Cutting Respiratory Carbon Loss. THE PLANT CELL 2019; 31:297-314. [PMID: 30670486 PMCID: PMC6447004 DOI: 10.1105/tpc.18.00743] [Citation(s) in RCA: 62] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 12/04/2018] [Accepted: 01/09/2019] [Indexed: 05/03/2023]
Abstract
Roughly half the carbon that crop plants fix by photosynthesis is subsequently lost by respiration. Nonessential respiratory activity leading to unnecessary CO2 release is unlikely to have been minimized by natural selection or crop breeding, and cutting this large loss could complement and reinforce the currently dominant yield-enhancement strategy of increasing carbon fixation. Until now, however, respiratory carbon losses have generally been overlooked by metabolic engineers and synthetic biologists because specific target genes have been elusive. We argue that recent advances are at last pinpointing individual enzyme and transporter genes that can be engineered to (1) slow unnecessary protein turnover, (2) replace, relocate, or reschedule metabolic activities, (3) suppress futile cycles, and (4) make ion transport more efficient, all of which can reduce respiratory costs. We identify a set of engineering strategies to reduce respiratory carbon loss that are now feasible and model how implementing these strategies singly or in tandem could lead to substantial gains in crop productivity.
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Affiliation(s)
| | - Arren Bar-Even
- Max Planck Institute of Molecular Plant Physiology, D-14476 Potsdam-Golm, Germany
| | - Andrew D Hanson
- Horticultural Sciences Department, University of Florida, Gainesville, Florida 32611
| | - A Harvey Millar
- ARC Centre of Excellence in Plant Energy Biology, School of Molecular Sciences, University of Western Australia, Crawley 6009 WA, Australia
| | - Mark Stitt
- Max Planck Institute of Molecular Plant Physiology, D-14476 Potsdam-Golm, Germany
| | - Lee J Sweetlove
- Department of Plant Sciences, University of Oxford, Oxford OX1 3RB, United Kingdom
| | - Stephen D Tyerman
- ARC Centre of Excellence in Plant Energy Biology, Department of Plant Science, School of Agriculture, Food, and Wine, Waite Research Institute, University of Adelaide, Glen Osmond SA 5064, Australia
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Chen C, Zhang X, Zhang H, Ban Z, Li L, Dong C, Ji H, Xue W. Label-free quantitative proteomics to investigate the response of strawberry fruit after controlled ozone treatment. RSC Adv 2019; 9:676-689. [PMID: 35517630 PMCID: PMC9060875 DOI: 10.1039/c8ra08405j] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Accepted: 12/11/2018] [Indexed: 01/27/2023] Open
Abstract
To elucidate postharvest senescence in strawberry (Fragaria ananassa Duch. var. 'JingTaoXiang') fruit in response to ozone treatment at different concentrations (0, 2.144, 6.432, and 10.72 mg m-3), a label-free quantitative proteomic investigation was performed. Postharvest physiological quality traits including respiration rate, firmness, titratable acid, and anthocyanin content were characterized. The observed protein expression profile after storage was related to delayed senescence in strawberries. A total of 2413 proteins were identified in differentially treated strawberry fruits, and 382 proteins were differentially expressed between the four treatments on day 7 and the initial value (blank 0). Proteins related to carbohydrate and energy metabolism and anthocyanin biosynthesis, cell stress response, and fruit firmness were characterized and quantified. Ozone treatment at the concentration of 10.72 mg m-3 effectively delayed the senescence of the strawberry. The proteomic profiles were linked to physiological traits of strawberry fruit senescence to provide new insights into possible molecular mechanisms.
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Affiliation(s)
- Cunkun Chen
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, College of Food Science and Nutritional Engineering, China Agricultural University Beijing China
- College of Food Science and Nutritional Engineering, China Agricultural University Beijing China
| | - Xiaojun Zhang
- National Engineering Technology Research Center for Preservation of Agricultural Products, Key Laboratory of Postharvest Physiology and Storage of Agricultural Products, Ministry of Agriculture of China, Tianjin Key Laboratory of Postharvest Physiology and Storage of Agricultural Products Tianjin China
| | - Huijie Zhang
- College of Food Engineering and Biotechnology, Tianjin University of Science and Technology Tianjin China
| | - Zhaojun Ban
- Zhejiang Provincial Key Laboratory of Chemical and Biological Processing Technology of Farm Products, Zhejiang University of Science and Technology Hangzhou China
| | - Li Li
- Key Laboratory for Agro-Products Postharvest Handling of Ministry of Agriculture, Zhejiang Key Laboratory for Agro-Food Processing, College of Biosystems Engineering and Food Science, Zhejiang University Hangzhou China
| | - Chenghu Dong
- National Engineering Technology Research Center for Preservation of Agricultural Products, Key Laboratory of Postharvest Physiology and Storage of Agricultural Products, Ministry of Agriculture of China, Tianjin Key Laboratory of Postharvest Physiology and Storage of Agricultural Products Tianjin China
| | - Haipeng Ji
- National Engineering Technology Research Center for Preservation of Agricultural Products, Key Laboratory of Postharvest Physiology and Storage of Agricultural Products, Ministry of Agriculture of China, Tianjin Key Laboratory of Postharvest Physiology and Storage of Agricultural Products Tianjin China
| | - Wentong Xue
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, College of Food Science and Nutritional Engineering, China Agricultural University Beijing China
- College of Food Science and Nutritional Engineering, China Agricultural University Beijing China
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61
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Beshir WF, Tohge T, Watanabe M, Hertog MLATM, Hoefgen R, Fernie AR, Nicolaï BM. Non-aqueous fractionation revealed changing subcellular metabolite distribution during apple fruit development. HORTICULTURE RESEARCH 2019; 6:98. [PMID: 31666959 PMCID: PMC6804870 DOI: 10.1038/s41438-019-0178-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 06/26/2019] [Accepted: 07/01/2019] [Indexed: 05/07/2023]
Abstract
In developing apple fruit, metabolic compartmentation is poorly understood due to the lack of experimental data. Distinguishing subcellular compartments in fruit using non-aqueous fractionation has been technically difficult due to the excess amount of sugars present in the different subcellular compartments limiting the resolution of the technique. The work described in this study represents the first attempt to apply non-aqueous fractionation to developing apple fruit, covering the major events occurring during fruit development (cell division, cell expansion, and maturation). Here we describe the non-aqueous fractionation method to study the subcellular compartmentation of metabolites during apple fruit development considering three main cellular compartments (cytosol, plastids, and vacuole). Evidence is presented that most of the sugars and organic acids were predominantly located in the vacuole, whereas some of the amino acids were distributed between the cytosol and the vacuole. The results showed a shift in the plastid marker from the lightest fractions in the early growth stage to the dense fractions in the later fruit growth stages. This implies that the accumulation of starch content with progressing fruit development substantially influenced the distribution of plastidial fragments within the non-aqueous density gradient applied. Results from this study provide substantial baseline information on assessing the subcellular compartmentation of metabolites in apple fruit in general and during fruit growth in particular.
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Affiliation(s)
- Wasiye F. Beshir
- Division of Mechatronics, Biostatistics and Sensors (MeBioS), Department of Biosystems (BIOSYST), KU Leuven, Leuven, Belgium
| | - Takayuki Tohge
- Max Planck Institute of Molecular Plant Physiology (MPI-MP), Potsdam-Golm, Germany
| | - Mutsumi Watanabe
- Max Planck Institute of Molecular Plant Physiology (MPI-MP), Potsdam-Golm, Germany
| | - Maarten L. A. T. M. Hertog
- Division of Mechatronics, Biostatistics and Sensors (MeBioS), Department of Biosystems (BIOSYST), KU Leuven, Leuven, Belgium
| | - Rainer Hoefgen
- Max Planck Institute of Molecular Plant Physiology (MPI-MP), Potsdam-Golm, Germany
| | - Alisdair R. Fernie
- Max Planck Institute of Molecular Plant Physiology (MPI-MP), Potsdam-Golm, Germany
| | - Bart M. Nicolaï
- Division of Mechatronics, Biostatistics and Sensors (MeBioS), Department of Biosystems (BIOSYST), KU Leuven, Leuven, Belgium
- Flanders Centre of Postharvest Technology (VCBT), Leuven, Belgium
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62
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Advances in metabolic flux analysis toward genome-scale profiling of higher organisms. Biosci Rep 2018; 38:BSR20170224. [PMID: 30341247 PMCID: PMC6250807 DOI: 10.1042/bsr20170224] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Revised: 10/06/2018] [Accepted: 10/14/2018] [Indexed: 11/25/2022] Open
Abstract
Methodological and technological advances have recently paved the way for metabolic flux profiling in higher organisms, like plants. However, in comparison with omics technologies, flux profiling has yet to provide comprehensive differential flux maps at a genome-scale and in different cell types, tissues, and organs. Here we highlight the recent advances in technologies to gather metabolic labeling patterns and flux profiling approaches. We provide an opinion of how recent local flux profiling approaches can be used in conjunction with the constraint-based modeling framework to arrive at genome-scale flux maps. In addition, we point at approaches which use metabolomics data without introduction of label to predict either non-steady state fluxes in a time-series experiment or flux changes in different experimental scenarios. The combination of these developments allows an experimentally feasible approach for flux-based large-scale systems biology studies.
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63
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Annunziata MG, Apelt F, Carillo P, Krause U, Feil R, Koehl K, Lunn JE, Stitt M. Response of Arabidopsis primary metabolism and circadian clock to low night temperature in a natural light environment. JOURNAL OF EXPERIMENTAL BOTANY 2018; 69:4881-4895. [PMID: 30053131 PMCID: PMC6137998 DOI: 10.1093/jxb/ery276] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Accepted: 07/09/2018] [Indexed: 05/18/2023]
Abstract
Plants are exposed to varying irradiance and temperature within a day and from day to day. We previously investigated metabolism in a temperature-controlled greenhouse at the spring equinox on both a cloudy and a sunny day [daily light integral (DLI) of 7 mol m-2 d-1 and 12 mol m-2 d-1]. Diel metabolite profiles were largely captured in sinusoidal simulations at similar DLIs in controlled-environment chambers, except that amino acids were lower in natural light regimes. We now extend the DLI12 study by investigating metabolism in a natural light regime with variable temperature including cool nights. Starch was not completely turned over, anthocyanins and proline accumulated, and protein content rose. Instead of decreasing, amino acid content rose. Connectivity in central metabolism, which decreased in variable light, was not further weakened by variable temperature. We propose that diel metabolism operates better when light and temperature are co-varying. We also compared transcript abundance of 10 circadian clock genes in this temperature-variable regime with the temperature-controlled natural and sinusoidal light regimes. Despite temperature compensation, peak timing and abundance for dawn- and day-phased genes and GIGANTEA were slightly modified in the variable temperature treatment. This may delay dawn clock activity until the temperature rises enough to support rapid metabolism and photosynthesis.
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Affiliation(s)
| | - Federico Apelt
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam-Golm, Germany
| | - Petronia Carillo
- University of Campania ‘Luigi Vanvitelli’, Via Vivaldi, Caserta, Italy
| | - Ursula Krause
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam-Golm, Germany
| | - Regina Feil
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam-Golm, Germany
| | - Karin Koehl
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam-Golm, Germany
| | - John E Lunn
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam-Golm, Germany
| | - Mark Stitt
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam-Golm, Germany
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64
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Kretzschmar FK, Mengel LA, Müller AO, Schmitt K, Blersch KF, Valerius O, Braus GH, Ischebeck T. PUX10 Is a Lipid Droplet-Localized Scaffold Protein That Interacts with CELL DIVISION CYCLE48 and Is Involved in the Degradation of Lipid Droplet Proteins. THE PLANT CELL 2018; 30:2137-2160. [PMID: 30087207 PMCID: PMC6181012 DOI: 10.1105/tpc.18.00276] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 06/12/2018] [Accepted: 07/31/2018] [Indexed: 05/07/2023]
Abstract
The number of known proteins associated with plant lipid droplets (LDs) is small compared with other organelles. Many aspects of LD biosynthesis and degradation are unknown, and identifying and characterizing candidate LD proteins could help elucidate these processes. Here, we analyzed the proteome of LD-enriched fractions isolated from tobacco (Nicotiana tabacum) pollen tubes. Proteins that were highly enriched in comparison with the total or cytosolic fraction were further tested for LD localization via transient expression in pollen tubes. One of these proteins, PLANT UBX DOMAIN-CONTAINING PROTEIN10 (PUX10), is a member of the plant UBX domain-containing (PUX) protein family. This protein localizes to LDs via a unique hydrophobic polypeptide sequence and can recruit the AAA-type ATPase CELL DIVISION CYCLE48 (CDC48) protein via its UBX domain. PUX10 is conserved in Arabidopsis thaliana and expressed in embryos, pollen tubes, and seedlings. In pux10 knockout mutants in Arabidopsis, LD size is significantly increased. Proteomic analysis of pux10 mutants revealed a delayed degradation of known LD proteins, some of which possessed ubiquitination sites. We propose that PUX10 is involved in a protein degradation pathway at LDs, mediating an interaction between polyubiquitinated proteins targeted for degradation and downstream effectors such as CDC48.
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Affiliation(s)
- Franziska K Kretzschmar
- Department of Plant Biochemistry, Georg-August-University, Albrecht-von-Haller-Institute for Plant Sciences, 37077 Göttingen, Germany
| | - Laura A Mengel
- Department of Plant Biochemistry, Georg-August-University, Albrecht-von-Haller-Institute for Plant Sciences, 37077 Göttingen, Germany
| | - Anna O Müller
- Department of Plant Biochemistry, Georg-August-University, Albrecht-von-Haller-Institute for Plant Sciences, 37077 Göttingen, Germany
| | - Kerstin Schmitt
- Department of Molecular Microbiology and Genetics, Georg-August-University, Institute for Microbiology and Genetics, 37077 Göttingen, Germany
| | - Katharina F Blersch
- Department of Plant Biochemistry, Georg-August-University, Albrecht-von-Haller-Institute for Plant Sciences, 37077 Göttingen, Germany
| | - Oliver Valerius
- Department of Molecular Microbiology and Genetics, Georg-August-University, Institute for Microbiology and Genetics, 37077 Göttingen, Germany
| | - Gerhard H Braus
- Department of Molecular Microbiology and Genetics, Georg-August-University, Institute for Microbiology and Genetics, 37077 Göttingen, Germany
| | - Till Ischebeck
- Department of Plant Biochemistry, Georg-August-University, Albrecht-von-Haller-Institute for Plant Sciences, 37077 Göttingen, Germany
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65
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dos Anjos L, Pandey PK, Moraes TA, Feil R, Lunn JE, Stitt M. Feedback regulation by trehalose 6-phosphate slows down starch mobilization below the rate that would exhaust starch reserves at dawn in Arabidopsis leaves. PLANT DIRECT 2018; 2:e00078. [PMID: 31245743 PMCID: PMC6508811 DOI: 10.1002/pld3.78] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2018] [Revised: 06/04/2018] [Accepted: 06/26/2018] [Indexed: 05/02/2023]
Abstract
Trehalose 6-phosphate (Tre6P), a sucrose signaling metabolite, inhibits transitory starch breakdown in Arabidopsis (Arabidopsis thaliana) leaves and potentially links starch turnover to leaf sucrose status and demand from sink organs (Plant Physiology, 163, 2013, 1142). To investigate this relationship further, we compared diel patterns of starch turnover in ethanol-inducible Tre6P synthase (iTPS) lines, which have high Tre6P and low sucrose after induction, with those in sweet11;12 sucrose export mutants, which accumulate sucrose in their leaves and were predicted to have high Tre6P. Short-term changes in irradiance were used to investigate whether the strength of inhibition by Tre6P depends on starch levels. sweet11;12 mutants had twofold higher levels of Tre6P and restricted starch mobilization. The relationship between Tre6P and starch mobilization was recapitulated in iTPS lines, pointing to a dominant role for Tre6P in feedback regulation of starch mobilization. Tre6P restricted mobilization across a wide range of conditions. However, there was no correlation between the level of Tre6P and the absolute rate of starch mobilization. Rather, Tre6P depressed the rate of mobilization below that required to exhaust starch at dawn, leading to incomplete use of starch. It is discussed how Tre6P interacts with the clock to set the rate of starch mobilization.
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Affiliation(s)
- Letícia dos Anjos
- Max Planck Institute of Molecular Plant PhysiologyPotsdamGolmGermany
- Universidade Federal do CearáFortalezaBrazil
| | - Prashant Kumar Pandey
- Max Planck Institute of Molecular Plant PhysiologyPotsdamGolmGermany
- Present address:
National Research Council Canada (NRC‐CNRC)110 Gymnasium PlaceSaskatoonSaskatchewanS7N 0W9Canada
| | | | - Regina Feil
- Max Planck Institute of Molecular Plant PhysiologyPotsdamGolmGermany
| | - John E. Lunn
- Max Planck Institute of Molecular Plant PhysiologyPotsdamGolmGermany
| | - Mark Stitt
- Max Planck Institute of Molecular Plant PhysiologyPotsdamGolmGermany
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66
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Kumari G, Wong KH, Serra A, Shin J, Yoon HS, Sze SK, Tam JP. Molecular diversity and function of jasmintides from Jasminum sambac. BMC PLANT BIOLOGY 2018; 18:144. [PMID: 29996766 PMCID: PMC6042386 DOI: 10.1186/s12870-018-1361-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Accepted: 07/02/2018] [Indexed: 06/01/2023]
Abstract
BACKGROUND Jasmintides jS1 and jS2 from Jasminum sambac were previously identified as a novel family of cysteine-rich peptides (CRPs) with an unusual disulfide connectivity. However, very little else is known about jasmintides, particularly their molecular diversity and functions. Here, we report the discovery and characterization of a novel suite of jasmintides from J. sambac using transcriptomic, peptidomic, structural and functional tools. RESULTS Transcriptomic analysis of leaves, flowers and roots revealed 14 unique jasmintide precursors, all of which possess a three-domain architecture comprising a signal peptide, a pro-domain and a mature jasmintide domain. Peptidomic analysis, using fractionated mixtures of jasmintides and chemical derivatization of cysteine to pseudolysine, trypsin digestion and MS/MS sequencing, revealed an additional 86 jasmintides, some of which were post-translationally modified. NMR analysis showed that jasmintide jS3 has three anti-parallel β-strands with a three-disulfide connectivity of CysI-CysV, CysII-CysIV and CysIII-CysVI, which is similar to jasmintide jS1. Jasmintide jS3 was able to withstand thermal, acidic and enzymatic degradation and, importantly, exhibited antifeedant activity against mealworm Tenebrio molitor. CONCLUSION Together, this study expands the existing library of jasmintides and furthers our understanding of the molecular diversity and cystine framework of CRPs as scaffolds and tools for engineering peptides targeting pests.
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Affiliation(s)
- Geeta Kumari
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore, 637551 Singapore
| | - Ka Ho Wong
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore, 637551 Singapore
| | - Aida Serra
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore, 637551 Singapore
| | - Joon Shin
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore, 637551 Singapore
| | - Ho Sup Yoon
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore, 637551 Singapore
| | - Siu Kwan Sze
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore, 637551 Singapore
| | - James P. Tam
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore, 637551 Singapore
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67
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Dong S, Zhang J, Beckles DM. A pivotal role for starch in the reconfiguration of 14C-partitioning and allocation in Arabidopsis thaliana under short-term abiotic stress. Sci Rep 2018; 8:9314. [PMID: 29915332 PMCID: PMC6006365 DOI: 10.1038/s41598-018-27610-y] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Accepted: 05/31/2018] [Indexed: 11/09/2022] Open
Abstract
Plant carbon status is optimized for normal growth but is affected by abiotic stress. Here, we used 14C-labeling to provide the first holistic picture of carbon use changes during short-term osmotic, salinity, and cold stress in Arabidopsis thaliana. This could inform on the early mechanisms plants use to survive adverse environment, which is important for efficient agricultural production. We found that carbon allocation from source to sinks, and partitioning into major metabolite pools in the source leaf, sink leaves and roots showed both conserved and divergent responses to the stresses examined. Carbohydrates changed under all abiotic stresses applied; plants re-partitioned 14C to maintain sugar levels under stress, primarily by reducing 14C into the storage compounds in the source leaf, and decreasing 14C into the pools used for growth processes in the roots. Salinity and cold increased 14C-flux into protein, but as the stress progressed, protein degradation increased to produce amino acids, presumably for osmoprotection. Our work also emphasized that stress regulated the carbon channeled into starch, and its metabolic turnover. These stress-induced changes in starch metabolism and sugar export in the source were partly accompanied by transcriptional alteration in the T6P/SnRK1 regulatory pathway that are normally activated by carbon starvation.
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Affiliation(s)
- Shaoyun Dong
- Department of Plant Sciences, University of California, One Shield Avenue, Davis, CA, 95616, USA
| | - Joshua Zhang
- Department of Plant Sciences, University of California, One Shield Avenue, Davis, CA, 95616, USA
| | - Diane M Beckles
- Department of Plant Sciences, University of California, One Shield Avenue, Davis, CA, 95616, USA.
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68
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Brauner K, Birami B, Brauner HA, Heyer AG. Diurnal periodicity of assimilate transport shapes resource allocation and whole-plant carbon balance. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2018; 94:776-789. [PMID: 29575337 DOI: 10.1111/tpj.13898] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Accepted: 03/02/2018] [Indexed: 06/08/2023]
Abstract
Whole-plant carbon balance comprises diurnal fluctuations of photosynthetic carbon gain and respiratory losses, as well as partitioning of assimilates between phototrophic and heterotrophic organs. Because it is difficult to access, the root system is frequently neglected in growth models, or its metabolism is rated based on generalizations from other organs. Here, whole-plant cuvettes were used for investigating total-plant carbon exchange with the environment over full diurnal cycles. Dynamics of primary metabolism and diurnally resolved phloem exudation profiles, as proxy of assimilate transport, were combined to obtain a full picture of resource allocation. This uncovered a strong impact of periodicity of inter-organ transport on the efficiency of carbon gain. While a sinusoidal fluctuation of the transport rate, with minor diel deflections, minimized respiratory losses in Arabidopsis wild-type plants, triangular or rectangular patterns of transport, found in mutants defective in either starch or sucrose metabolism, increased root respiration at the end or beginning of the day, respectively. Power spectral density and cross-correlation analysis revealed that only the rate of starch synthesis was strictly correlated to the rate of net photosynthesis in wild-type, while in a sucrose-phosphate synthase mutant (spsa1), this applied also to carboxylate synthesis, serving as an alternative carbon pool. In the starchless mutant of plastidial phospho-gluco mutase (pgm), none of these rates, but concentrations of sucrose and glucose in the root, followed the pattern of photosynthesis, indicating direct transduction of shoot sugar levels to the root. The results demonstrate that starch metabolism alone is insufficient to buffer diurnal fluctuations of carbon exchange.
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Affiliation(s)
- Katrin Brauner
- Institute of Biomaterials and Biomolecular Systems, Department of Plant Biotechnology, University of Stuttgart, Pfaffenwaldring 57, Stuttgart, 70569, Germany
| | - Benjamin Birami
- Institute of Biomaterials and Biomolecular Systems, Department of Plant Biotechnology, University of Stuttgart, Pfaffenwaldring 57, Stuttgart, 70569, Germany
| | - Horst A Brauner
- Institute of Electrical Engineering and Informatics, DHBW Ravensburg, Marienplatz 2, Ravensburg, 88212, Germany
| | - Arnd G Heyer
- Institute of Biomaterials and Biomolecular Systems, Department of Plant Biotechnology, University of Stuttgart, Pfaffenwaldring 57, Stuttgart, 70569, Germany
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69
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The cyanobacterial ornithine-ammonia cycle involves an arginine dihydrolase. Nat Chem Biol 2018; 14:575-581. [PMID: 29632414 DOI: 10.1038/s41589-018-0038-z] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 02/23/2018] [Indexed: 11/09/2022]
Abstract
Living organisms have evolved mechanisms for adjusting their metabolism to adapt to environmental nutrient availability. Terrestrial animals utilize the ornithine-urea cycle to dispose of excess nitrogen derived from dietary protein. Here, we identified an active ornithine-ammonia cycle (OAC) in cyanobacteria through an approach combining dynamic 15N and 13C tracers, metabolomics, and mathematical modeling. The pathway starts with carbamoyl phosphate synthesis by the bacterial- and plant-type glutamine-dependent enzyme and ends with conversion of arginine to ornithine and ammonia by a novel arginine dihydrolase. An arginine dihydrolase-deficient mutant showed disruption of OAC and severely impaired cell growth when nitrogen availability oscillated. We demonstrated that the OAC allows for rapid remobilization of nitrogen reserves under starvation and a high rate of nitrogen assimilation and storage after the nutrient becomes available. Thus, the OAC serves as a conduit in the nitrogen storage-and-remobilization machinery in cyanobacteria and enables cellular adaptation to nitrogen fluctuations.
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70
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Weber R, Schwendener A, Schmid S, Lambert S, Wiley E, Landhäusser SM, Hartmann H, Hoch G. Living on next to nothing: tree seedlings can survive weeks with very low carbohydrate concentrations. THE NEW PHYTOLOGIST 2018; 218:107-118. [PMID: 29424009 DOI: 10.1111/nph.14987] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Accepted: 12/07/2017] [Indexed: 06/08/2023]
Abstract
The usage of nonstructural carbohydrates (NSCs) to indicate carbon (C) limitation in trees requires knowledge of the minimum tissue NSC concentrations at lethal C starvation, and the NSC dynamics during and after severe C limitation. We completely darkened and subsequently released seedlings of two deciduous and two evergreen temperate tree species for varying periods. NSCs were measured in all major organs, allowing assessment of whole-seedling NSC balances. NSCs decreased fast in darkness, but seedlings survived species-specific whole-seedling starch concentrations as low as 0.4-0.8% per dry matter (DM), and sugar (sucrose, glucose and fructose) concentrations as low as 0.5-2.0% DM. After re-illumination, the refilling of NSC pools began within 3 wk, while the resumption of growth was delayed or restricted. All seedlings had died after 12 wk of darkness, and starch and sugar concentrations in most tissues were lower than 1% DM. We conclude that under the applied conditions, tree seedlings can survive several weeks with very low NSC reserves probably also using alternative C sources like lipids, proteins or hemicelluloses; lethal C starvation cannot be assumed, if NSC concentrations are higher than the minimum concentrations found in surviving seedlings; and NSC reformation after re-illumination occurs preferentially over growth.
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Affiliation(s)
- Raphael Weber
- Department of Environmental Sciences - Botany, University of Basel, Schönbeinstrasse 6, Basel, 4056, Switzerland
| | - Andrea Schwendener
- Department of Environmental Sciences - Botany, University of Basel, Schönbeinstrasse 6, Basel, 4056, Switzerland
| | - Sandra Schmid
- Department of Environmental Sciences - Botany, University of Basel, Schönbeinstrasse 6, Basel, 4056, Switzerland
| | - Savoyane Lambert
- Max-Planck Institute for Biogeochemistry, Hans Knöll Strasse 10, Jena, 07745, Germany
| | - Erin Wiley
- Department of Renewable Resources, University of Alberta, 442 Earth Sciences Building, Edmonton, AB, T6G 2E3, Canada
| | - Simon M Landhäusser
- Department of Renewable Resources, University of Alberta, 442 Earth Sciences Building, Edmonton, AB, T6G 2E3, Canada
| | - Henrik Hartmann
- Max-Planck Institute for Biogeochemistry, Hans Knöll Strasse 10, Jena, 07745, Germany
| | - Günter Hoch
- Department of Environmental Sciences - Botany, University of Basel, Schönbeinstrasse 6, Basel, 4056, Switzerland
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71
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Seaton DD, Graf A, Baerenfaller K, Stitt M, Millar AJ, Gruissem W. Photoperiodic control of the Arabidopsis proteome reveals a translational coincidence mechanism. Mol Syst Biol 2018; 14:e7962. [PMID: 29496885 PMCID: PMC5830654 DOI: 10.15252/msb.20177962] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Revised: 01/22/2018] [Accepted: 01/30/2018] [Indexed: 12/28/2022] Open
Abstract
Plants respond to seasonal cues such as the photoperiod, to adapt to current conditions and to prepare for environmental changes in the season to come. To assess photoperiodic responses at the protein level, we quantified the proteome of the model plant Arabidopsis thaliana by mass spectrometry across four photoperiods. This revealed coordinated changes of abundance in proteins of photosynthesis, primary and secondary metabolism, including pigment biosynthesis, consistent with higher metabolic activity in long photoperiods. Higher translation rates in the day than the night likely contribute to these changes, via an interaction with rhythmic changes in RNA abundance. Photoperiodic control of protein levels might be greatest only if high translation rates coincide with high transcript levels in some photoperiods. We term this proposed mechanism "translational coincidence", mathematically model its components, and demonstrate its effect on the Arabidopsis proteome. Datasets from a green alga and a cyanobacterium suggest that translational coincidence contributes to seasonal control of the proteome in many phototrophic organisms. This may explain why many transcripts but not their cognate proteins exhibit diurnal rhythms.
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Affiliation(s)
- Daniel D Seaton
- SynthSys and School of Biological Sciences, University of Edinburgh, Edinburgh, UK
| | - Alexander Graf
- Department of Biology, Institute of Molecular Plant Biology, ETH Zurich, Zurich, Switzerland
| | - Katja Baerenfaller
- Department of Biology, Institute of Molecular Plant Biology, ETH Zurich, Zurich, Switzerland
| | - Mark Stitt
- System Regulation Group, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Andrew J Millar
- SynthSys and School of Biological Sciences, University of Edinburgh, Edinburgh, UK
| | - Wilhelm Gruissem
- Department of Biology, Institute of Molecular Plant Biology, ETH Zurich, Zurich, Switzerland
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72
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Verbančič J, Lunn JE, Stitt M, Persson S. Carbon Supply and the Regulation of Cell Wall Synthesis. MOLECULAR PLANT 2018; 11:75-94. [PMID: 29054565 DOI: 10.1016/j.molp.2017.10.004] [Citation(s) in RCA: 126] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2017] [Revised: 10/04/2017] [Accepted: 10/05/2017] [Indexed: 05/23/2023]
Abstract
All plant cells are surrounded by a cell wall that determines the directionality of cell growth and protects the cell against its environment. Plant cell walls are comprised primarily of polysaccharides and represent the largest sink for photosynthetically fixed carbon, both for individual plants and in the terrestrial biosphere as a whole. Cell wall synthesis is a highly sophisticated process, involving multiple enzymes and metabolic intermediates, intracellular trafficking of proteins and cell wall precursors, assembly of cell wall polymers into the extracellular matrix, remodeling of polymers and their interactions, and recycling of cell wall sugars. In this review we discuss how newly fixed carbon, in the form of UDP-glucose and other nucleotide sugars, contributes to the synthesis of cell wall polysaccharides, and how cell wall synthesis is influenced by the carbon status of the plant, with a focus on the model species Arabidopsis (Arabidopsis thaliana).
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Affiliation(s)
- Jana Verbančič
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany; School of Biosciences, University of Melbourne, Parkville, VIC 3010, Australia
| | - John Edward Lunn
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany.
| | - Mark Stitt
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
| | - Staffan Persson
- School of Biosciences, University of Melbourne, Parkville, VIC 3010, Australia.
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73
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Abstract
Sugars are simple carbohydrates composed primarily of carbon, hydrogen, and oxygen. They play a central role in metabolism as sources of energy and as building blocks for synthesis of structural and nonstructural polymers. Many different techniques have been used to measure sugars, including refractometry, colorimetric and enzymatic assays, gas chromatography, high-performance liquid chromatography, and nuclear magnetic resonance spectroscopy. In this chapter we describe a method that combines an initial separation of sugars by high-performance anion-exchange chromatography (HPAEC) with detection and quantification by tandem mass spectrometry (MS/MS). This combination of techniques provides exquisite specificity, allowing measurement of a diverse range of high- and low-abundance sugars in biological samples. This method can also be used for isotopomer analysis in stable-isotope labeling experiments to measure metabolic fluxes.
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Affiliation(s)
- Regina Feil
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - John Edward Lunn
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany.
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74
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Lima VF, de Souza LP, Williams TCR, Fernie AR, Daloso DM. Gas Chromatography-Mass Spectrometry-Based 13C-Labeling Studies in Plant Metabolomics. Methods Mol Biol 2018; 1778:47-58. [PMID: 29761430 DOI: 10.1007/978-1-4939-7819-9_4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Abstract
Stable-isotope labeling analysis has been used to discover new metabolic pathways and their key regulatory points in a wide range of organisms. Given the complexity of the plant metabolic network, this analysis provides information complementary to that obtained from metabolite profiling that can be used to understand how plants cope with adverse conditions, and how metabolism varies between different cells, tissues, and organs. Here we describe the experimental procedures from sample harvesting and extraction to mass spectral analysis and interpretation that allow the researcher to perform 13C-labeling experiments. A wide range of plant material, from single cells to whole plants, can be used to investigate the metabolic fate of the 13C from a predefined tracer. Thus, a key point of this analysis is to choose the correct biological system, the substrate and the condition to be investigated; all of which implicitly relies on the biological question to be investigated. Rapid sample quenching and a careful data analysis are also critical points in such studies. By contrast to other metabolomic approaches, stable-isotope labeling can provide information concerning the fluxes through metabolic networks, which is essential for understanding and manipulating metabolic phenotypes and therefore of pivotal importance for both systems biology and plant metabolic engineering.
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Affiliation(s)
- Valéria F Lima
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal do Ceará, Fortaleza, CE, Brazil
| | | | | | - Alisdair R Fernie
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Danilo M Daloso
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal do Ceará, Fortaleza, CE, Brazil.
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75
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Barreto P, Yassitepe JECT, Wilson ZA, Arruda P. Mitochondrial Uncoupling Protein 1 Overexpression Increases Yield in Nicotiana tabacum under Drought Stress by Improving Source and Sink Metabolism. FRONTIERS IN PLANT SCIENCE 2017; 8:1836. [PMID: 29163573 PMCID: PMC5672497 DOI: 10.3389/fpls.2017.01836] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Accepted: 10/10/2017] [Indexed: 05/18/2023]
Abstract
Mitochondrial uncoupling proteins (UCPs) sustain mitochondrial respiration independent of intracellular ATP concentration. Uncoupled respiration is particularly beneficial under stress conditions, during which both photosynthesis and respiration may be impaired. Sustaining carbon fixation during the reproductive phase is essential for plants to develop viable pollen grains and for seed setting. Here, we examined whether UCP1 overexpression (UCP1-oe) would help tobacco plants cope with drought stress during reproductive development. We observed that WT and UCP1-oe plants lost water at the same rate under moderate drought stress, but that UCP1-oe lines regained water faster upon rewatering. UCP1-oe plants maintained higher levels of respiration and photosynthesis and decreased H2O2 content in the leaves during the drought stress period. We examined whether UCP1-oe impacts reproductive tissues and seed production by monitoring the progress of flower development, focusing on the early stages of pollen formation. UCP1-oe lines induced the expression of mitochondrial genes and increased mtDNA content in reproductive tissues, which increased the consumption of carbohydrates and reduced H2O2 content and pollen disturbances. Finally, the beneficial impact of UCP1-oe on the source and sink organs resulted in an increased seed size and number under both control conditions and drought stress.
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Affiliation(s)
- Pedro Barreto
- Centro de Biologia Molecular e Engenharia Genética, Universidade Estadual de Campinas, Campinas, Brazil
- Joint Research Center for Genomics Applied to Climate Change (UMIP GenClima), Campinas, Brazil
| | - Juliana E. C. T. Yassitepe
- Joint Research Center for Genomics Applied to Climate Change (UMIP GenClima), Campinas, Brazil
- Empresa Brasileira de Pesquisa Agropecuária, Embrapa Informática Agropecuária, Campinas, Brazil
| | - Zoe A. Wilson
- School of Biosciences, University of Nottingham, Loughborough, United Kingdom
| | - Paulo Arruda
- Centro de Biologia Molecular e Engenharia Genética, Universidade Estadual de Campinas, Campinas, Brazil
- Joint Research Center for Genomics Applied to Climate Change (UMIP GenClima), Campinas, Brazil
- Departamento de Genética, Evolução e Bioagentes, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil
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76
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Mengin V, Pyl ET, Alexandre Moraes T, Sulpice R, Krohn N, Encke B, Stitt M. Photosynthate partitioning to starch in Arabidopsis thaliana is insensitive to light intensity but sensitive to photoperiod due to a restriction on growth in the light in short photoperiods. PLANT, CELL & ENVIRONMENT 2017; 40:2608-2627. [PMID: 28628949 DOI: 10.1111/pce.13000] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2017] [Revised: 05/12/2017] [Accepted: 05/15/2017] [Indexed: 05/18/2023]
Abstract
Photoperiod duration can be predicted from previous days, but irradiance fluctuates in an unpredictable manner. To investigate how allocation to starch responds to changes in these two environmental variables, Arabidopsis Col-0 was grown in a 6 h and a 12 h photoperiod at three different irradiances. The absolute rate of starch accumulation increased when photoperiod duration was shortened and when irradiance was increased. The proportion of photosynthate allocated to starch increased strongly when photoperiod duration was decreased but only slightly when irradiance was decreased. There was a small increase in the daytime level of sucrose and twofold increases in glucose, fructose and glucose 6-phosphate at a given irradiance in short photoperiods compared to long photoperiods. The rate of starch accumulation correlated strongly with sucrose and glucose levels in the light, irrespective of whether these sugars were responding to a change in photoperiod or irradiance. Whole plant carbon budget modelling revealed a selective restriction of growth in the light period in short photoperiods. It is proposed that photoperiod sensing, possibly related to the duration of the night, restricts growth in the light period in short photoperiods, increasing allocation to starch and providing more carbon reserves to support metabolism and growth in the long night.
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Affiliation(s)
- Virginie Mengin
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Eva-Theresa Pyl
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | | | - Ronan Sulpice
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
- NUI Galway, Plant Systems Biology Laboratory, Plant and AgriBiosciences Research Centre, School of Natural Sciences, Galway, H91 TK33, Ireland
| | - Nicole Krohn
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Beatrice Encke
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Mark Stitt
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
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77
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Seluzicki A, Burko Y, Chory J. Dancing in the dark: darkness as a signal in plants. PLANT, CELL & ENVIRONMENT 2017; 40:2487-2501. [PMID: 28044340 PMCID: PMC6110299 DOI: 10.1111/pce.12900] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Revised: 12/21/2016] [Accepted: 12/22/2016] [Indexed: 05/21/2023]
Abstract
Daily cycles of light and dark provide an organizing principle and temporal constraints under which life on Earth evolved. While light is often the focus of plant studies, it is only half the story. Plants continuously adjust to their surroundings, taking both dawn and dusk as cues to organize their growth, development and metabolism to appropriate times of day. In this review, we examine the effects of darkness on plant physiology and growth. We describe the similarities and differences between seedlings grown in the dark versus those grown in light-dark cycles, and the evolution of etiolated growth. We discuss the integration of the circadian clock into other processes, looking carefully at the points of contact between clock genes and growth-promoting gene-regulatory networks in temporal gating of growth. We also examine daily starch accumulation and degradation, and the possible contribution of dark-specific metabolic controls in regulating energy and growth. Examining these studies together reveals a complex and continuous balancing act, with many signals, dark included, contributing information and guiding the plant through its life cycle. The extraordinary interconnection between light and dark is manifest during cycles of day and night and during seedling emergence above versus below the soil surface.
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Affiliation(s)
- Adam Seluzicki
- Salk Institute for Biological Studies, Plant Biology Laboratory, La Jolla, CA, 92037, USA
| | - Yogev Burko
- Salk Institute for Biological Studies, Plant Biology Laboratory, La Jolla, CA, 92037, USA
- Howard Hughes Medical Institute Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Joanne Chory
- Salk Institute for Biological Studies, Plant Biology Laboratory, La Jolla, CA, 92037, USA
- Howard Hughes Medical Institute Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
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78
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O'Leary BM, Lee CP, Atkin OK, Cheng R, Brown TB, Millar AH. Variation in Leaf Respiration Rates at Night Correlates with Carbohydrate and Amino Acid Supply. PLANT PHYSIOLOGY 2017; 174:2261-2273. [PMID: 28615345 PMCID: PMC5543967 DOI: 10.1104/pp.17.00610] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Accepted: 06/09/2017] [Indexed: 05/17/2023]
Abstract
Plant respiration can theoretically be fueled by and dependent upon an array of central metabolism components; however, which ones are responsible for the quantitative variation found in respiratory rates is unknown. Here, large-scale screens revealed 2-fold variation in nighttime leaf respiration rate (RN) among mature leaves from an Arabidopsis (Arabidopsis thaliana) natural accession collection grown under common favorable conditions. RN variation was mostly maintained in the absence of genetic variation, which emphasized the low heritability of RN and its plasticity toward relatively small environmental differences within the sampling regime. To pursue metabolic explanations for leaf RN variation, parallel metabolite level profiling and assays of total protein and starch were performed. Within an accession, RN correlated strongly with stored carbon substrates, including starch and dicarboxylic acids, as well as sucrose, major amino acids, shikimate, and salicylic acid. Among different accessions, metabolite-RN correlations were maintained with protein, sucrose, and major amino acids but not stored carbon substrates. A complementary screen of the effect of exogenous metabolites and effectors on leaf RN revealed that (1) RN is stimulated by the uncoupler FCCP and high levels of substrates, demonstrating that both adenylate turnover and substrate supply can limit leaf RN, and (2) inorganic nitrogen did not stimulate RN, consistent with limited nighttime nitrogen assimilation. Simultaneous measurements of RN and protein synthesis revealed that these processes were largely uncorrelated in mature leaves. These results indicate that differences in preceding daytime metabolic activities are the major source of variation in mature leaf RN under favorable controlled conditions.
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Affiliation(s)
- Brendan M O'Leary
- Australian Research Council Centre of Excellence in Plant Energy Biology, University of Western Australia, Perth, Western Australia 6009, Australia
- Australian Research Council Centre of Excellence in Plant Energy Biology, Australian National University, Canberra, Australian Capital Territory 0200, Australia
| | - Chun Pong Lee
- Australian Research Council Centre of Excellence in Plant Energy Biology, University of Western Australia, Perth, Western Australia 6009, Australia
| | - Owen K Atkin
- Australian Research Council Centre of Excellence in Plant Energy Biology, Australian National University, Canberra, Australian Capital Territory 0200, Australia
| | - Riyan Cheng
- Australian Research Council Centre of Excellence in Plant Energy Biology, Australian National University, Canberra, Australian Capital Territory 0200, Australia
| | - Tim B Brown
- Australian Research Council Centre of Excellence in Plant Energy Biology, Australian National University, Canberra, Australian Capital Territory 0200, Australia
| | - A Harvey Millar
- Australian Research Council Centre of Excellence in Plant Energy Biology, University of Western Australia, Perth, Western Australia 6009, Australia
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79
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Fernandez O, Ishihara H, George GM, Mengin V, Flis A, Sumner D, Arrivault S, Feil R, Lunn JE, Zeeman SC, Smith AM, Stitt M. Leaf Starch Turnover Occurs in Long Days and in Falling Light at the End of the Day. PLANT PHYSIOLOGY 2017; 174:2199-2212. [PMID: 28663333 PMCID: PMC5543966 DOI: 10.1104/pp.17.00601] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2017] [Accepted: 06/24/2017] [Indexed: 05/17/2023]
Abstract
We investigated whether starch degradation occurs at the same time as starch synthesis in Arabidopsis (Arabidopsis thaliana) leaves in the light. Starch accumulated in a linear fashion for about 12 h after dawn, then accumulation slowed and content plateaued. Following decreases in light intensity, the rate of accumulation of starch declined in proportion to the decline in photosynthesis if the decrease occurred <10 h after dawn, but accumulation ceased or loss of starch occurred if the same decrease in light intensity was imposed more than 10 h after dawn. These changes in starch accumulation patterns after prolonged periods in the light occurred at both high and low starch contents and were not related to time-dependent changes in either the rate of photosynthesis or the partitioning of assimilate between starch and Suc, as assessed from metabolite measurements and 14CO2 pulse experiments. Instead, measurements of incorporation of 13C from 13CO2 into starch and of levels of the starch degradation product maltose showed that substantial starch degradation occurred simultaneously with synthesis at time points >14 h after dawn and in response to decreases in light intensity that occurred >10 h after dawn. Starch measurements in circadian clock mutants suggested that the clock influences the timing of onset of degradation. We conclude that the propensity for leaf starch to be degraded increases with time after dawn. The importance of this phenomenon for efficient use of carbon for growth in long days and for prevention of starvation during twilight is discussed.
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Affiliation(s)
- Olivier Fernandez
- John Innes Centre, Norwich Research Park, Norwich NR4 7UH, United Kingdom
| | - Hirofumi Ishihara
- Max Planck Institute for Molecular Plant Physiology, 14476 Potsdam-Golm, Germany
| | - Gavin M George
- ETH Zürich, Plant Biochemistry, CH-8092 Zurich, Switzerland
| | - Virginie Mengin
- Max Planck Institute for Molecular Plant Physiology, 14476 Potsdam-Golm, Germany
| | - Anna Flis
- Max Planck Institute for Molecular Plant Physiology, 14476 Potsdam-Golm, Germany
| | - Dean Sumner
- Max Planck Institute for Molecular Plant Physiology, 14476 Potsdam-Golm, Germany
| | - Stéphanie Arrivault
- Max Planck Institute for Molecular Plant Physiology, 14476 Potsdam-Golm, Germany
| | - Regina Feil
- Max Planck Institute for Molecular Plant Physiology, 14476 Potsdam-Golm, Germany
| | - John E Lunn
- Max Planck Institute for Molecular Plant Physiology, 14476 Potsdam-Golm, Germany
| | | | - Alison M Smith
- John Innes Centre, Norwich Research Park, Norwich NR4 7UH, United Kingdom
| | - Mark Stitt
- Max Planck Institute for Molecular Plant Physiology, 14476 Potsdam-Golm, Germany
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80
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Ishihara H, Moraes TA, Pyl ET, Schulze WX, Obata T, Scheffel A, Fernie AR, Sulpice R, Stitt M. Growth rate correlates negatively with protein turnover in Arabidopsis accessions. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2017; 91:416-429. [PMID: 28419597 DOI: 10.1111/tpj.13576] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2016] [Revised: 03/17/2017] [Accepted: 04/10/2017] [Indexed: 05/22/2023]
Abstract
Previous studies with Arabidopsis accessions revealed that biomass correlates negatively to dusk starch content and total protein, and positively to the maximum activities of enzymes in photosynthesis. We hypothesized that large accessions have lower ribosome abundance and lower rates of protein synthesis, and that this is compensated by lower rates of protein degradation. This would increase growth efficiency and allow more investment in photosynthetic machinery. We analysed ribosome abundance and polysome loading in 19 accessions, modelled the rates of protein synthesis and compared them with the observed rate of growth. Large accessions contained less ribosomes than small accessions, due mainly to cytosolic ribosome abundance falling at night in large accessions. The modelled rates of protein synthesis resembled those required for growth in large accessions, but were up to 30% in excess in small accessions. We then employed 13 CO2 pulse-chase labelling to measure the rates of protein synthesis and degradation in 13 accessions. Small accessions had a slightly higher rate of protein synthesis and much higher rates of protein degradation than large accessions. Protein turnover was negligible in large accessions but equivalent to up to 30% of synthesised protein day-1 in small accessions. We discuss to what extent the decrease in growth in small accessions can be quantitatively explained by known costs of protein turnover and what factors may lead to the altered diurnal dynamics and increase of ribosome abundance in small accessions, and propose that there is a trade-off between protein turnover and maximisation of growth rate.
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Affiliation(s)
- Hirofumi Ishihara
- Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, Potsdam-Golm, 14476, Germany
| | - Thiago Alexandre Moraes
- Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, Potsdam-Golm, 14476, Germany
| | - Eva-Theresa Pyl
- Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, Potsdam-Golm, 14476, Germany
| | - Waltraud X Schulze
- Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, Potsdam-Golm, 14476, Germany
- Department of Plant Systems Biology, University of Hohenheim, Garbenstraße 30, Stuttgart, 70599, Germany
| | - Toshihiro Obata
- Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, Potsdam-Golm, 14476, Germany
| | - André Scheffel
- Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, Potsdam-Golm, 14476, Germany
| | - Alisdair R Fernie
- Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, Potsdam-Golm, 14476, Germany
| | - Ronan Sulpice
- Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, Potsdam-Golm, 14476, Germany
- Plant Systems Biology Laboratory, Plant and AgriBiosciences Research Centre, Botany and Plant Science, National University of Ireland Galway, Galway, H91 TK33, Ireland
| | - Mark Stitt
- Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, Potsdam-Golm, 14476, Germany
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81
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Apelt F, Breuer D, Olas JJ, Annunziata MG, Flis A, Nikoloski Z, Kragler F, Stitt M. Circadian, Carbon, and Light Control of Expansion Growth and Leaf Movement. PLANT PHYSIOLOGY 2017; 174:1949-1968. [PMID: 28559360 PMCID: PMC5490918 DOI: 10.1104/pp.17.00503] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Accepted: 05/16/2017] [Indexed: 05/18/2023]
Abstract
We used Phytotyping4D to investigate the contribution of clock and light signaling to the diurnal regulation of rosette expansion growth and leaf movement in Arabidopsis (Arabidopsis thaliana). Wild-type plants and clock mutants with a short (lhycca1) and long (prr7prr9) period were analyzed in a T24 cycle and in T-cycles that were closer to the mutants' period. Wild types also were analyzed in various photoperiods and after transfer to free-running light or darkness. Rosette expansion and leaf movement exhibited a circadian oscillation, with superimposed transients after dawn and dusk. Diurnal responses were modified in clock mutants. lhycca1 exhibited an inhibition of growth at the end of night and growth rose earlier after dawn, whereas prr7prr9 showed decreased growth for the first part of the light period. Some features were partly rescued by a matching T-cycle, like the inhibition in lhycca1 at the end of the night, indicating that it is due to premature exhaustion of starch. Other features were not rescued, revealing that the clock also regulates expansion growth more directly. Expansion growth was faster at night than in the daytime, whereas published work has shown that the synthesis of cellular components is faster in the day than at nighttime. This temporal uncoupling became larger in short photoperiods and may reflect the differing dependence of expansion and biosynthesis on energy, carbon, and water. While it has been proposed that leaf expansion and movement are causally linked, we did not observe a consistent temporal relationship between expansion and leaf movement.
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Affiliation(s)
- Federico Apelt
- Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - David Breuer
- Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | | | | | - Anna Flis
- Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - Zoran Nikoloski
- Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - Friedrich Kragler
- Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - Mark Stitt
- Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
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82
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Ivakov A, Flis A, Apelt F, Fünfgeld M, Scherer U, Stitt M, Kragler F, Vissenberg K, Persson S, Suslov D. Cellulose Synthesis and Cell Expansion Are Regulated by Different Mechanisms in Growing Arabidopsis Hypocotyls. THE PLANT CELL 2017; 29:1305-1315. [PMID: 28550150 PMCID: PMC5502445 DOI: 10.1105/tpc.16.00782] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2016] [Revised: 04/18/2017] [Accepted: 05/24/2017] [Indexed: 05/17/2023]
Abstract
Plant growth is sustained by two complementary processes: biomass biosynthesis and cell expansion. The cell wall is crucial to both as it forms the majority of biomass, while its extensibility limits cell expansion. Cellulose is a major component of the cell wall and cellulose synthesis is pivotal to plant cell growth, and its regulation is poorly understood. Using periodic diurnal variation in Arabidopsis thaliana hypocotyl growth, we found that cellulose synthesis and cell expansion can be uncoupled and are regulated by different mechanisms. We grew Arabidopsis plants in very short photoperiods and used a combination of extended nights, continuous light, sucrose feeding experiments, and photosynthesis inhibition to tease apart the influences of light, metabolic, and circadian clock signaling on rates of cellulose biosynthesis and cell wall biomechanics. We demonstrate that cell expansion is regulated by protein-mediated changes in cell wall extensibility driven by the circadian clock. By contrast, the biosynthesis of cellulose is controlled through intracellular trafficking of cellulose synthase enzyme complexes regulated exclusively by metabolic signaling related to the carbon status of the plant and independently of the circadian clock or light signaling.
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Affiliation(s)
- Alexander Ivakov
- School of Biosciences, University of Melbourne, Parkville, VIC 3010, Melbourne, Australia
- Max-Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - Anna Flis
- Max-Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - Federico Apelt
- Max-Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | | | - Ulrike Scherer
- Max-Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - Mark Stitt
- Max-Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - Friedrich Kragler
- Max-Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - Kris Vissenberg
- Biology Department, Integrated Molecular Plant Physiology Research, University of Antwerp, 2020 Antwerpen, Belgium
- UASC-TEI, Plant Biochemistry and Biotechnology Lab, Department of Agriculture, School of Agriculture, Food, and Nutrition, Stavromenos, 71 004 Heraklion, Crete, Greece
| | - Staffan Persson
- School of Biosciences, University of Melbourne, Parkville, VIC 3010, Melbourne, Australia
- Max-Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany
| | - Dmitry Suslov
- Biology Department, Integrated Molecular Plant Physiology Research, University of Antwerp, 2020 Antwerpen, Belgium
- Saint Petersburg State University, Faculty of Biology, Department of Plant Physiology and Biochemistry, 199034 Saint Petersburg, Russia
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83
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Kumar V, Bansal A, Chauhan RS. Modular Design of Picroside-II Biosynthesis Deciphered through NGS Transcriptomes and Metabolic Intermediates Analysis in Naturally Variant Chemotypes of a Medicinal Herb, Picrorhiza kurroa. FRONTIERS IN PLANT SCIENCE 2017; 8:564. [PMID: 28443130 PMCID: PMC5387076 DOI: 10.3389/fpls.2017.00564] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Accepted: 03/29/2017] [Indexed: 06/07/2023]
Abstract
Picroside-II (P-II), an iridoid glycoside, is used as an active ingredient of various commercial herbal formulations available for the treatment of liver ailments. Despite this, the knowledge of P-II biosynthesis remains scarce owing to its negligence in Picrorhiza kurroa shoots which sets constant barrier for function validation experiments. In this study, we utilized natural variation for P-II content in stolon tissues of different P. kurroa accessions and deciphered its metabolic route by integrating metabolomics of intermediates with differential NGS transcriptomes. Upon navigating through high vs. low P-II content accessions (1.3-2.6%), we have established that P-II is biosynthesized via degradation of ferulic acid (FA) to produce vanillic acid (VA) which acts as its immediate biosynthetic precursor. Moreover, the FA treatment in vitro at 150 μM concentration provided further confirmation with 2-fold rise in VA content. Interestingly, the cross-talk between different compartments of P. kurroa, i.e., shoots and stolons, resolved spatial complexity of P-II biosynthesis and consequently speculated the burgeoning necessity to bridge gap between VA and P-II production in P. kurroa shoots. This work thus, offers a forward looking strategy to produce both P-I and P-II in shoot cultures, a step toward providing a sustainable production platform for these medicinal compounds via-à-vis relieving pressure from natural habitat of P. kurroa.
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84
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Glenn WS, Stone SE, Ho SH, Sweredoski MJ, Moradian A, Hess S, Bailey-Serres J, Tirrell DA. Bioorthogonal Noncanonical Amino Acid Tagging (BONCAT) Enables Time-Resolved Analysis of Protein Synthesis in Native Plant Tissue. PLANT PHYSIOLOGY 2017; 173:1543-1553. [PMID: 28104718 PMCID: PMC5338676 DOI: 10.1104/pp.16.01762] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2016] [Accepted: 01/14/2017] [Indexed: 05/11/2023]
Abstract
Proteomic plasticity undergirds stress responses in plants, and understanding such responses requires accurate measurement of the extent to which proteins levels are adjusted to counter external stimuli. Here, we adapt bioorthogonal noncanonical amino acid tagging (BONCAT) to interrogate protein synthesis in vegetative Arabidopsis (Arabidopsis thaliana) seedlings. BONCAT relies on the translational incorporation of a noncanonical amino acid probe into cellular proteins. In this study, the probe is the Met surrogate azidohomoalanine (Aha), which carries a reactive azide moiety in its amino acid side chain. The azide handle in Aha can be selectively conjugated to dyes and functionalized beads to enable visualization and enrichment of newly synthesized proteins. We show that BONCAT is sensitive enough to detect Arabidopsis proteins synthesized within a 30-min interval defined by an Aha pulse and that the method can be used to detect proteins made under conditions of light stress, osmotic shock, salt stress, heat stress, and recovery from heat stress. We further establish that BONCAT can be coupled to tandem liquid chromatography-mass spectrometry to identify and quantify proteins synthesized during heat stress and recovery from heat stress. Our results are consistent with a model in which, upon the onset of heat stress, translation is rapidly reprogrammed to enhance the synthesis of stress mitigators and is again altered during recovery. All experiments were carried out with commercially available reagents, highlighting the accessibility of the BONCAT method to researchers interested in stress responses as well as translational and posttranslational regulation in plants.
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Affiliation(s)
- Weslee S Glenn
- Division of Chemistry and Chemical Engineering (W.S.G., S.E.S., S.H.H., D.A.T.), and Proteome Exploration Laboratory (M.J.S., A.M., S.H.), California Institute of Technology, Pasadena, California 91125; and
- Center for Plant Cell Biology, University of California, Riverside, California 92521 (J.B.-S.)
| | - Shannon E Stone
- Division of Chemistry and Chemical Engineering (W.S.G., S.E.S., S.H.H., D.A.T.), and Proteome Exploration Laboratory (M.J.S., A.M., S.H.), California Institute of Technology, Pasadena, California 91125; and
- Center for Plant Cell Biology, University of California, Riverside, California 92521 (J.B.-S.)
| | - Samuel H Ho
- Division of Chemistry and Chemical Engineering (W.S.G., S.E.S., S.H.H., D.A.T.), and Proteome Exploration Laboratory (M.J.S., A.M., S.H.), California Institute of Technology, Pasadena, California 91125; and
- Center for Plant Cell Biology, University of California, Riverside, California 92521 (J.B.-S.)
| | - Michael J Sweredoski
- Division of Chemistry and Chemical Engineering (W.S.G., S.E.S., S.H.H., D.A.T.), and Proteome Exploration Laboratory (M.J.S., A.M., S.H.), California Institute of Technology, Pasadena, California 91125; and
- Center for Plant Cell Biology, University of California, Riverside, California 92521 (J.B.-S.)
| | - Annie Moradian
- Division of Chemistry and Chemical Engineering (W.S.G., S.E.S., S.H.H., D.A.T.), and Proteome Exploration Laboratory (M.J.S., A.M., S.H.), California Institute of Technology, Pasadena, California 91125; and
- Center for Plant Cell Biology, University of California, Riverside, California 92521 (J.B.-S.)
| | - Sonja Hess
- Division of Chemistry and Chemical Engineering (W.S.G., S.E.S., S.H.H., D.A.T.), and Proteome Exploration Laboratory (M.J.S., A.M., S.H.), California Institute of Technology, Pasadena, California 91125; and
- Center for Plant Cell Biology, University of California, Riverside, California 92521 (J.B.-S.)
| | - Julia Bailey-Serres
- Division of Chemistry and Chemical Engineering (W.S.G., S.E.S., S.H.H., D.A.T.), and Proteome Exploration Laboratory (M.J.S., A.M., S.H.), California Institute of Technology, Pasadena, California 91125; and
- Center for Plant Cell Biology, University of California, Riverside, California 92521 (J.B.-S.)
| | - David A Tirrell
- Division of Chemistry and Chemical Engineering (W.S.G., S.E.S., S.H.H., D.A.T.), and Proteome Exploration Laboratory (M.J.S., A.M., S.H.), California Institute of Technology, Pasadena, California 91125; and
- Center for Plant Cell Biology, University of California, Riverside, California 92521 (J.B.-S.)
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85
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Li L, Nelson C, Fenske R, Trösch J, Pružinská A, Millar AH, Huang S. Changes in specific protein degradation rates in Arabidopsis thaliana reveal multiple roles of Lon1 in mitochondrial protein homeostasis. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2017; 89:458-471. [PMID: 27726214 DOI: 10.1111/tpj.13392] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Revised: 09/29/2016] [Accepted: 10/03/2016] [Indexed: 05/20/2023]
Abstract
Mitochondrial Lon1 loss impairs oxidative phosphorylation complexes and TCA enzymes and causes accumulation of specific mitochondrial proteins. Analysis of over 400 mitochondrial protein degradation rates using 15 N labelling showed that 205 were significantly different between wild type (WT) and lon1-1. Those proteins included ribosomal proteins, electron transport chain subunits and TCA enzymes. For respiratory complexes I and V, decreased protein abundance correlated with higher degradation rate of subunits in total mitochondrial extracts. After blue native separation, however, the assembled complexes had slow degradation, while smaller subcomplexes displayed rapid degradation in lon1-1. In insoluble fractions, a number of TCA enzymes were more abundant but the proteins degraded slowly in lon1-1. In soluble protein fractions, TCA enzymes were less abundant but degraded more rapidly. These observations are consistent with the reported roles of Lon1 as a chaperone aiding the proper folding of newly synthesized/imported proteins to stabilise them and as a protease to degrade mitochondrial protein aggregates. HSP70, prohibitin and enzymes of photorespiration accumulated in lon1-1 and degraded slowly in all fractions, indicating an important role of Lon1 in their clearance from the proteome.
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Affiliation(s)
- Lei Li
- ARC Centre of Excellence in Plant Energy Biology, Bayliss Building M316, The University of Western Australia, 35 Stirling Highway, Crawley WA 6009, Western Australia, Australia
| | - Clark Nelson
- ARC Centre of Excellence in Plant Energy Biology, Bayliss Building M316, The University of Western Australia, 35 Stirling Highway, Crawley WA 6009, Western Australia, Australia
| | - Ricarda Fenske
- ARC Centre of Excellence in Plant Energy Biology, Bayliss Building M316, The University of Western Australia, 35 Stirling Highway, Crawley WA 6009, Western Australia, Australia
| | - Josua Trösch
- ARC Centre of Excellence in Plant Energy Biology, Bayliss Building M316, The University of Western Australia, 35 Stirling Highway, Crawley WA 6009, Western Australia, Australia
| | - Adriana Pružinská
- ARC Centre of Excellence in Plant Energy Biology, Bayliss Building M316, The University of Western Australia, 35 Stirling Highway, Crawley WA 6009, Western Australia, Australia
| | - A Harvey Millar
- ARC Centre of Excellence in Plant Energy Biology, Bayliss Building M316, The University of Western Australia, 35 Stirling Highway, Crawley WA 6009, Western Australia, Australia
| | - Shaobai Huang
- ARC Centre of Excellence in Plant Energy Biology, Bayliss Building M316, The University of Western Australia, 35 Stirling Highway, Crawley WA 6009, Western Australia, Australia
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86
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Li L, Nelson CJ, Trösch J, Castleden I, Huang S, Millar AH. Protein Degradation Rate in Arabidopsis thaliana Leaf Growth and Development. THE PLANT CELL 2017; 29:207-228. [PMID: 28138016 PMCID: PMC5354193 DOI: 10.1105/tpc.16.00768] [Citation(s) in RCA: 164] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Revised: 01/12/2017] [Accepted: 01/30/2017] [Indexed: 05/04/2023]
Abstract
We applied 15N labeling approaches to leaves of the Arabidopsis thaliana rosette to characterize their protein degradation rate and understand its determinants. The progressive labeling of new peptides with 15N and measuring the decrease in the abundance of >60,000 existing peptides over time allowed us to define the degradation rate of 1228 proteins in vivo. We show that Arabidopsis protein half-lives vary from several hours to several months based on the exponential constant of the decay rate for each protein. This rate was calculated from the relative isotope abundance of each peptide and the fold change in protein abundance during growth. Protein complex membership and specific protein domains were found to be strong predictors of degradation rate, while N-end amino acid, hydrophobicity, or aggregation propensity of proteins were not. We discovered rapidly degrading subunits in a variety of protein complexes in plastids and identified the set of plant proteins whose degradation rate changed in different leaves of the rosette and correlated with leaf growth rate. From this information, we have calculated the protein turnover energy costs in different leaves and their key determinants within the proteome.
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Affiliation(s)
- Lei Li
- ARC Centre of Excellence in Plant Energy Biology, University of Western Australia, Crawley 6009, Western Australia, Australia
| | - Clark J Nelson
- ARC Centre of Excellence in Plant Energy Biology, University of Western Australia, Crawley 6009, Western Australia, Australia
| | - Josua Trösch
- ARC Centre of Excellence in Plant Energy Biology, University of Western Australia, Crawley 6009, Western Australia, Australia
| | - Ian Castleden
- ARC Centre of Excellence in Plant Energy Biology, University of Western Australia, Crawley 6009, Western Australia, Australia
| | - Shaobai Huang
- ARC Centre of Excellence in Plant Energy Biology, University of Western Australia, Crawley 6009, Western Australia, Australia
| | - A Harvey Millar
- ARC Centre of Excellence in Plant Energy Biology, University of Western Australia, Crawley 6009, Western Australia, Australia
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87
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Beshir WF, Mbong VBM, Hertog MLATM, Geeraerd AH, Van den Ende W, Nicolaï BM. Dynamic Labeling Reveals Temporal Changes in Carbon Re-Allocation within the Central Metabolism of Developing Apple Fruit. FRONTIERS IN PLANT SCIENCE 2017; 8:1785. [PMID: 29093725 PMCID: PMC5651688 DOI: 10.3389/fpls.2017.01785] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Accepted: 10/02/2017] [Indexed: 05/05/2023]
Abstract
In recent years, the application of isotopically labeled substrates has received extensive attention in plant physiology. Measuring the propagation of the label through metabolic networks may provide information on carbon allocation in sink fruit during fruit development. In this research, gas chromatography coupled to mass spectrometry based metabolite profiling was used to characterize the changing metabolic pool sizes in developing apple fruit at five growth stages (30, 58, 93, 121, and 149 days after full bloom) using 13C-isotope feeding experiments on hypanthium tissue discs. Following the feeding of [U-13C]glucose, the 13C-label was incorporated into the various metabolites to different degrees depending on incubation time, metabolic pathway activity, and growth stage. Evidence is presented that early in fruit development the utilization of the imported sugars was faster than in later developmental stages, likely to supply the energy and carbon skeletons required for cell division and fruit growth. The declined 13C-incorporation into various metabolites during growth and maturation can be associated with the reduced metabolic activity, as mirrored by the respiratory rate. Moreover, the concentration of fructose and sucrose increased during fruit development, whereas concentrations of most amino and organic acids and polyphenols declined. In general, this study showed that the imported compounds play a central role not only in carbohydrate metabolism, but also in the biosynthesis of amino acid and related protein synthesis and secondary metabolites at the early stage of fruit development.
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Affiliation(s)
- Wasiye F. Beshir
- Division of Mechatronics, Biostatistics and Sensors, Department of Biosystems, KU Leuven, Leuven, Belgium
| | - Victor B. M. Mbong
- Division of Mechatronics, Biostatistics and Sensors, Department of Biosystems, KU Leuven, Leuven, Belgium
| | - Maarten L. A. T. M. Hertog
- Division of Mechatronics, Biostatistics and Sensors, Department of Biosystems, KU Leuven, Leuven, Belgium
| | - Annemie H. Geeraerd
- Division of Mechatronics, Biostatistics and Sensors, Department of Biosystems, KU Leuven, Leuven, Belgium
| | - Wim Van den Ende
- Laboratory of Molecular Plant Biology, Department of Biology, KU Leuven, Leuven, Belgium
| | - Bart M. Nicolaï
- Division of Mechatronics, Biostatistics and Sensors, Department of Biosystems, KU Leuven, Leuven, Belgium
- Flanders Centre of Postharvest Technology, Leuven, Belgium
- *Correspondence: Bart M. Nicolaï
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88
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Ribeiro DM, Silva Júnior DD, Cardoso FB, Martins AO, Silva WA, Nascimento VL, Araújo WL. Growth inhibition by selenium is associated with changes in primary metabolism and nutrient levels in Arabidopsis thaliana. PLANT, CELL & ENVIRONMENT 2016; 39:2235-46. [PMID: 27342381 DOI: 10.1111/pce.12783] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Revised: 06/08/2016] [Accepted: 06/19/2016] [Indexed: 05/06/2023]
Abstract
Although Selenium (Se) stress is relatively well known for causing growth inhibition, its effects on primary metabolism remain rather unclear. Here, we characterized both the modulation of the expression of specific genes and the metabolic adjustments in Arabidopsis thaliana in response to changes in Se level in the soil. Se treatment culminated with strong inhibition of both shoot and root growth. Notably, growth inhibition in Se-treated plants was associated with an incomplete mobilization of starch during the night. Minor changes in amino acids levels were observed in shoots and roots of plants treated with Se whereas the pool size of tricarboxylic acid (TCA) cycle intermediates in root was not altered in response to Se. By contrast, decreased levels of organic acids involved in the first part of the TCA cycle were observed in shoots of Se-treated plants. Furthermore, decreased expression levels of expansins and endotransglucosylases/endohydrolases (XHTs) genes were observed after Se treatment, coupled with a significant decrease in the levels of essential elements. Collectively, our results revealed an exquisite interaction between energy metabolism and Se-mediated control of growth in Arabidopsis thaliana to coordinate cell wall extension, starch turnover and the levels of a few essential nutrients.
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Affiliation(s)
- Dimas M Ribeiro
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900, Viçosa, Minas Gerais, Brazil
| | - Dalton D Silva Júnior
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900, Viçosa, Minas Gerais, Brazil
| | - Flávio Barcellos Cardoso
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900, Viçosa, Minas Gerais, Brazil
| | - Auxiliadora O Martins
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900, Viçosa, Minas Gerais, Brazil
- Max-Planck Partner Group, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900, Viçosa, Minas Gerais, Brazil
| | - Welder A Silva
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900, Viçosa, Minas Gerais, Brazil
- Max-Planck Partner Group, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900, Viçosa, Minas Gerais, Brazil
| | - Vitor L Nascimento
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900, Viçosa, Minas Gerais, Brazil
- Max-Planck Partner Group, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900, Viçosa, Minas Gerais, Brazil
| | - Wagner L Araújo
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900, Viçosa, Minas Gerais, Brazil.
- Max-Planck Partner Group, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900, Viçosa, Minas Gerais, Brazil.
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89
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Czedik-Eysenberg A, Arrivault S, Lohse MA, Feil R, Krohn N, Encke B, Nunes-Nesi A, Fernie AR, Lunn JE, Sulpice R, Stitt M. The Interplay between Carbon Availability and Growth in Different Zones of the Growing Maize Leaf. PLANT PHYSIOLOGY 2016; 172:943-967. [PMID: 27582314 PMCID: PMC5047066 DOI: 10.1104/pp.16.00994] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2016] [Accepted: 08/26/2016] [Indexed: 05/18/2023]
Abstract
Plants assimilate carbon in their photosynthetic tissues in the light. However, carbon is required during the night and in nonphotosynthetic organs. It is therefore essential that plants manage their carbon resources spatially and temporally and coordinate growth with carbon availability. In growing maize (Zea mays) leaf blades, a defined developmental gradient facilitates analyses in the cell division, elongation, and mature zones. We investigated the responses of the metabolome and transcriptome and polysome loading, as a qualitative proxy for protein synthesis, at dusk, dawn, and 6, 14, and 24 h into an extended night, and tracked whole-leaf elongation over this time course. Starch and sugars are depleted by dawn in the mature zone, but only after an extension of the night in the elongation and division zones. Sucrose (Suc) recovers partially between 14 and 24 h into the extended night in the growth zones, but not the mature zone. The global metabolome and transcriptome track these zone-specific changes in Suc. Leaf elongation and polysome loading in the growth zones also remain high at dawn, decrease between 6 and 14 h into the extended night, and then partially recover, indicating that growth processes are determined by local carbon status. The level of Suc-signaling metabolite trehalose-6-phosphate, and the trehalose-6-phosphate:Suc ratio are much higher in growth than mature zones at dusk and dawn but fall in the extended night. Candidate genes were identified by searching for transcripts that show characteristic temporal response patterns or contrasting responses to carbon starvation in growth and mature zones.
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Affiliation(s)
- Angelika Czedik-Eysenberg
- Gregor-Mendel-Institute of Molecular Plant Biology, 1030 Vienna, Austria (A.C.-E.);Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany (S.A., R.F., N.K., B.E., A.R.F., J.E.L., M.S.);Targenomix GmbH, 14476 Potsdam, Germany (M.A.L.);Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900 Viçosa, Minas Gerais State, Brasil (A.N.-N.); andPlant Systems Biology Lab, Plant AgriBiosciences, C314 Aras de Brun, National University of Ireland, Galway, Ireland (R.S.)
| | - Stéphanie Arrivault
- Gregor-Mendel-Institute of Molecular Plant Biology, 1030 Vienna, Austria (A.C.-E.);Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany (S.A., R.F., N.K., B.E., A.R.F., J.E.L., M.S.);Targenomix GmbH, 14476 Potsdam, Germany (M.A.L.);Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900 Viçosa, Minas Gerais State, Brasil (A.N.-N.); andPlant Systems Biology Lab, Plant AgriBiosciences, C314 Aras de Brun, National University of Ireland, Galway, Ireland (R.S.)
| | - Marc A Lohse
- Gregor-Mendel-Institute of Molecular Plant Biology, 1030 Vienna, Austria (A.C.-E.);Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany (S.A., R.F., N.K., B.E., A.R.F., J.E.L., M.S.);Targenomix GmbH, 14476 Potsdam, Germany (M.A.L.);Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900 Viçosa, Minas Gerais State, Brasil (A.N.-N.); andPlant Systems Biology Lab, Plant AgriBiosciences, C314 Aras de Brun, National University of Ireland, Galway, Ireland (R.S.)
| | - Regina Feil
- Gregor-Mendel-Institute of Molecular Plant Biology, 1030 Vienna, Austria (A.C.-E.);Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany (S.A., R.F., N.K., B.E., A.R.F., J.E.L., M.S.);Targenomix GmbH, 14476 Potsdam, Germany (M.A.L.);Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900 Viçosa, Minas Gerais State, Brasil (A.N.-N.); andPlant Systems Biology Lab, Plant AgriBiosciences, C314 Aras de Brun, National University of Ireland, Galway, Ireland (R.S.)
| | - Nicole Krohn
- Gregor-Mendel-Institute of Molecular Plant Biology, 1030 Vienna, Austria (A.C.-E.);Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany (S.A., R.F., N.K., B.E., A.R.F., J.E.L., M.S.);Targenomix GmbH, 14476 Potsdam, Germany (M.A.L.);Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900 Viçosa, Minas Gerais State, Brasil (A.N.-N.); andPlant Systems Biology Lab, Plant AgriBiosciences, C314 Aras de Brun, National University of Ireland, Galway, Ireland (R.S.)
| | - Beatrice Encke
- Gregor-Mendel-Institute of Molecular Plant Biology, 1030 Vienna, Austria (A.C.-E.);Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany (S.A., R.F., N.K., B.E., A.R.F., J.E.L., M.S.);Targenomix GmbH, 14476 Potsdam, Germany (M.A.L.);Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900 Viçosa, Minas Gerais State, Brasil (A.N.-N.); andPlant Systems Biology Lab, Plant AgriBiosciences, C314 Aras de Brun, National University of Ireland, Galway, Ireland (R.S.)
| | - Adriano Nunes-Nesi
- Gregor-Mendel-Institute of Molecular Plant Biology, 1030 Vienna, Austria (A.C.-E.);Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany (S.A., R.F., N.K., B.E., A.R.F., J.E.L., M.S.);Targenomix GmbH, 14476 Potsdam, Germany (M.A.L.);Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900 Viçosa, Minas Gerais State, Brasil (A.N.-N.); andPlant Systems Biology Lab, Plant AgriBiosciences, C314 Aras de Brun, National University of Ireland, Galway, Ireland (R.S.)
| | - Alisdair R Fernie
- Gregor-Mendel-Institute of Molecular Plant Biology, 1030 Vienna, Austria (A.C.-E.);Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany (S.A., R.F., N.K., B.E., A.R.F., J.E.L., M.S.);Targenomix GmbH, 14476 Potsdam, Germany (M.A.L.);Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900 Viçosa, Minas Gerais State, Brasil (A.N.-N.); andPlant Systems Biology Lab, Plant AgriBiosciences, C314 Aras de Brun, National University of Ireland, Galway, Ireland (R.S.)
| | - John E Lunn
- Gregor-Mendel-Institute of Molecular Plant Biology, 1030 Vienna, Austria (A.C.-E.);Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany (S.A., R.F., N.K., B.E., A.R.F., J.E.L., M.S.);Targenomix GmbH, 14476 Potsdam, Germany (M.A.L.);Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900 Viçosa, Minas Gerais State, Brasil (A.N.-N.); andPlant Systems Biology Lab, Plant AgriBiosciences, C314 Aras de Brun, National University of Ireland, Galway, Ireland (R.S.)
| | - Ronan Sulpice
- Gregor-Mendel-Institute of Molecular Plant Biology, 1030 Vienna, Austria (A.C.-E.);Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany (S.A., R.F., N.K., B.E., A.R.F., J.E.L., M.S.);Targenomix GmbH, 14476 Potsdam, Germany (M.A.L.);Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900 Viçosa, Minas Gerais State, Brasil (A.N.-N.); andPlant Systems Biology Lab, Plant AgriBiosciences, C314 Aras de Brun, National University of Ireland, Galway, Ireland (R.S.)
| | - Mark Stitt
- Gregor-Mendel-Institute of Molecular Plant Biology, 1030 Vienna, Austria (A.C.-E.);Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany (S.A., R.F., N.K., B.E., A.R.F., J.E.L., M.S.);Targenomix GmbH, 14476 Potsdam, Germany (M.A.L.);Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900 Viçosa, Minas Gerais State, Brasil (A.N.-N.); andPlant Systems Biology Lab, Plant AgriBiosciences, C314 Aras de Brun, National University of Ireland, Galway, Ireland (R.S.)
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90
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Figueroa CM, Lunn JE. A Tale of Two Sugars: Trehalose 6-Phosphate and Sucrose. PLANT PHYSIOLOGY 2016; 172:7-27. [PMID: 27482078 PMCID: PMC5074632 DOI: 10.1104/pp.16.00417] [Citation(s) in RCA: 269] [Impact Index Per Article: 33.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Accepted: 06/27/2016] [Indexed: 05/02/2023]
Abstract
Trehalose 6-phosphate (Tre6P), the intermediate of trehalose biosynthesis, is an essential signal metabolite in plants, linking growth and development to carbon status. The Suc-Tre6P nexus model postulates that Tre6P is both a signal and negative feedback regulator of Suc levels, forming part of a mechanism to maintain Suc levels within an optimal range and functionally comparable to the insulin-glucagon system for regulating blood Glc levels in animals. The target range and sensitivity of the Tre6P-Suc feedback control circuit can be adjusted according to the cell type, developmental stage, and environmental conditions. In source leaves, Tre6P modulates Suc levels by affecting Suc synthesis, whereas in sink organs it regulates Suc consumption. In illuminated leaves, Tre6P influences the partitioning of photoassimilates between Suc, organic acids, and amino acids via posttranslational regulation of phosphoenolpyruvate carboxylase and nitrate reductase. At night, Tre6P regulates the remobilization of leaf starch reserves to Suc, potentially linking starch turnover in source leaves to carbon demand from developing sink organs. Use of Suc for growth in developing tissues is strongly influenced by the antagonistic activities of two protein kinases: SUC-NON-FERMENTING-1-RELATED KINASE1 (SnRK1) and TARGET OF RAPAMYCIN (TOR). The relationship between Tre6P and SnRK1 in developing tissues is complex and not yet fully resolved, involving both direct and indirect mechanisms, and positive and negative effects. No direct connection between Tre6P and TOR has yet been described. The roles of Tre6P in abiotic stress tolerance and stomatal regulation are also discussed.
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Affiliation(s)
- Carlos M Figueroa
- Instituto de Agrobiotecnología del Litoral, UNL, CONICET, FBCB, 3000 Santa Fe, Argentina (C.M.F.); andMax Planck Institute of Molecular Plant Physiology, 14476 Potsdam-Golm, Germany (J.E.L.)
| | - John E Lunn
- Instituto de Agrobiotecnología del Litoral, UNL, CONICET, FBCB, 3000 Santa Fe, Argentina (C.M.F.); andMax Planck Institute of Molecular Plant Physiology, 14476 Potsdam-Golm, Germany (J.E.L.)
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91
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Flis A, Sulpice R, Seaton DD, Ivakov AA, Liput M, Abel C, Millar AJ, Stitt M. Photoperiod-dependent changes in the phase of core clock transcripts and global transcriptional outputs at dawn and dusk in Arabidopsis. PLANT, CELL & ENVIRONMENT 2016; 39:1955-81. [PMID: 27075884 DOI: 10.1111/pce.12754] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2015] [Accepted: 04/01/2016] [Indexed: 05/06/2023]
Abstract
Plants use the circadian clock to sense photoperiod length. Seasonal responses like flowering are triggered at a critical photoperiod when a light-sensitive clock output coincides with light or darkness. However, many metabolic processes, like starch turnover, and growth respond progressively to photoperiod duration. We first tested the photoperiod response of 10 core clock genes and two output genes. qRT-PCR analyses of transcript abundance under 6, 8, 12 and 18 h photoperiods revealed 1-4 h earlier peak times under short photoperiods and detailed changes like rising PRR7 expression before dawn. Clock models recapitulated most of these changes. We explored the consequences for global gene expression by performing transcript profiling in 4, 6, 8, 12 and 18 h photoperiods. There were major changes in transcript abundance at dawn, which were as large as those between dawn and dusk in a given photoperiod. Contributing factors included altered timing of the clock relative to dawn, light signalling and changes in carbon availability at night as a result of clock-dependent regulation of starch degradation. Their interaction facilitates coordinated transcriptional regulation of key processes like starch turnover, anthocyanin, flavonoid and glucosinolate biosynthesis and protein synthesis and underpins the response of metabolism and growth to photoperiod.
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Affiliation(s)
- Anna Flis
- Max Planck Institute of Molecular Plant Physiology, Am Muehlenberg 1, 14476, Golm, Potsdam, Germany
- ARC Centre of Excellence for Translational Photosynthesis, Research School of Biology, Australian National University, GPO Box 475, Canberra, Australian Capital Territory, 2601, Australia
| | - Ronan Sulpice
- Max Planck Institute of Molecular Plant Physiology, Am Muehlenberg 1, 14476, Golm, Potsdam, Germany
- Plant Systems Biology Lab, Plant and AgriBiosciences Research Centre, Botany and Plant Science, NUIG, Galway, Ireland
| | - Daniel D Seaton
- SynthSys and School of Biological Sciences, C.H. Waddington Building, University of Edinburgh, Edinburgh, EH9 3BF, UK
| | - Alexander A Ivakov
- Max Planck Institute of Molecular Plant Physiology, Am Muehlenberg 1, 14476, Golm, Potsdam, Germany
- ARC Centre of Excellence for Translational Photosynthesis, Research School of Biology, Australian National University, GPO Box 475, Canberra, Australian Capital Territory, 2601, Australia
| | - Magda Liput
- Max Planck Institute of Molecular Plant Physiology, Am Muehlenberg 1, 14476, Golm, Potsdam, Germany
| | - Christin Abel
- Max Planck Institute of Molecular Plant Physiology, Am Muehlenberg 1, 14476, Golm, Potsdam, Germany
| | - Andrew J Millar
- SynthSys and School of Biological Sciences, C.H. Waddington Building, University of Edinburgh, Edinburgh, EH9 3BF, UK
| | - Mark Stitt
- Max Planck Institute of Molecular Plant Physiology, Am Muehlenberg 1, 14476, Golm, Potsdam, Germany
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92
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Batista Silva W, Daloso DM, Fernie AR, Nunes-Nesi A, Araújo WL. Can stable isotope mass spectrometry replace radiolabelled approaches in metabolic studies? PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2016; 249:59-69. [PMID: 27297990 DOI: 10.1016/j.plantsci.2016.05.011] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Revised: 04/21/2016] [Accepted: 05/13/2016] [Indexed: 05/03/2023]
Abstract
Metabolic pathways and the key regulatory points thereof can be deduced using isotopically labelled substrates. One prerequisite is the accurate measurement of the labeling pattern of targeted metabolites. The subsequent estimation of metabolic fluxes following incubation in radiolabelled substrates has been extensively used. Radiolabelling is a sensitive approach and allows determination of total label uptake since the total radiolabel content is easy to detect. However, the incubation of cells, tissues or the whole plant in a stable isotope enriched environment and the use of either mass spectrometry or nuclear magnetic resonance techniques to determine label incorporation within specific metabolites offers the possibility to readily obtain metabolic information with higher resolution. It additionally also offers an important complement to other post-genomic strategies such as metabolite profiling providing insights into the regulation of the metabolic network and thus allowing a more thorough description of plant cellular function. Thus, although safety concerns mean that stable isotope feeding is generally preferred, the techniques are in truth highly complementary and application of both approaches in tandem currently probably provides the best route towards a comprehensive understanding of plant cellular metabolism.
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Affiliation(s)
- Willian Batista Silva
- Max Planck Partner Group at the Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900, Viçosa-MG, Brazil.
| | - Danilo M Daloso
- Max-Planck-Institute of Molecular Plant Physiology Am Mühlenberg 1, 14476,Golm Potsdam, Germany.
| | - Alisdair R Fernie
- Max-Planck-Institute of Molecular Plant Physiology Am Mühlenberg 1, 14476,Golm Potsdam, Germany.
| | - Adriano Nunes-Nesi
- Max Planck Partner Group at the Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900, Viçosa-MG, Brazil.
| | - Wagner L Araújo
- Max Planck Partner Group at the Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900, Viçosa-MG, Brazil.
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93
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Oracz K, Stawska M. Cellular Recycling of Proteins in Seed Dormancy Alleviation and Germination. FRONTIERS IN PLANT SCIENCE 2016; 7:1128. [PMID: 27512405 PMCID: PMC4961694 DOI: 10.3389/fpls.2016.01128] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2016] [Accepted: 07/15/2016] [Indexed: 05/24/2023]
Abstract
Each step of the seed-to-seed cycle of plant development including seed germination is characterized by a specific set of proteins. The continual renewal and/or replacement of these biomolecules are crucial for optimal plant adaptation. As proteins are the main effectors inside the cells, their levels need to be tightly regulated. This is partially achieved by specific proteolytic pathways via multicatalytic protease complexes defined as 20S and 26S proteasomes. In plants, the 20S proteasome is responsible for degradation of carbonylated proteins, while the 26S being a part of ubiquitin-proteasome pathway is known to be involved in proteolysis of phytohormone signaling regulators. On the other hand, the role of translational control of plant development is also well-documented, especially in the context of pollen tube growth and light signaling. Despite the current progress that has been made in seed biology, the sequence of cellular events that determine if the seed can germinate or not are still far from complete understanding. The role and mechanisms of regulation of proteome composition during processes occurring in the plant's photosynthetic tissues have been well-characterized since many years, but in non-photosynthetic seeds it has emerged as a tempting research task only since the last decade. This review discusses the recent discoveries providing insights into the role of protein turnover in seed dormancy alleviation, and germination, with a focus on the control of translation and proteasomal proteolysis. The presented novel data of translatome profiling in seeds highlighted that post-transcriptional regulation of germination results from a timely regulated initiation of translation. In addition, the importance of 26S proteasome in the degradation of regulatory elements of cellular signaling and that of the 20S complex in proteolysis of specific carbonylated proteins in hormonal- and light-dependent processes occurring in seeds is discussed. Based on the current knowledge the model of cellular recycling of proteins in germinating seeds is also proposed.
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94
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Bacher A, Chen F, Eisenreich W. Decoding Biosynthetic Pathways in Plants by Pulse-Chase Strategies Using (13)CO₂ as a Universal Tracer †. Metabolites 2016; 6:E21. [PMID: 27429012 PMCID: PMC5041120 DOI: 10.3390/metabo6030021] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2016] [Revised: 07/03/2016] [Accepted: 07/04/2016] [Indexed: 01/14/2023] Open
Abstract
(13)CO₂ pulse-chase experiments monitored by high-resolution NMR spectroscopy and mass spectrometry can provide (13)C-isotopologue compositions in biosynthetic products. Experiments with a variety of plant species have documented that the isotopologue profiles generated with (13)CO₂ pulse-chase labeling are directly comparable to those that can be generated by the application of [U-(13)C₆]glucose to aseptically growing plants. However, the application of the (13)CO₂ labeling technology is not subject to the experimental limitations that one has to take into account for experiments with [U-(13)C₆]glucose and can be applied to plants growing under physiological conditions, even in the field. In practical terms, the results of biosynthetic studies with (13)CO₂ consist of the detection of pairs, triples and occasionally quadruples of (13)C atoms that have been jointly contributed to the target metabolite, at an abundance that is well above the stochastic occurrence of such multiples. Notably, the connectivities of jointly transferred (13)C multiples can have undergone modification by skeletal rearrangements that can be diagnosed from the isotopologue data. As shown by the examples presented in this review article, the approach turns out to be powerful in decoding the carbon topology of even complex biosynthetic pathways.
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Affiliation(s)
- Adelbert Bacher
- Lehrstuhl für Biochemie, Technische Universität München, 85748 Garching, Germany.
| | - Fan Chen
- Lehrstuhl für Biochemie, Technische Universität München, 85748 Garching, Germany.
| | - Wolfgang Eisenreich
- Lehrstuhl für Biochemie, Technische Universität München, 85748 Garching, Germany.
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95
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Blondel C, Khelalfa F, Reynaud S, Fauvelle F, Raveton M. Effect of organochlorine pesticides exposure on the maize root metabolome assessed using high-resolution magic-angle spinning (1)H NMR spectroscopy. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2016; 214:539-548. [PMID: 27131813 DOI: 10.1016/j.envpol.2016.04.057] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Revised: 04/15/2016] [Accepted: 04/16/2016] [Indexed: 06/05/2023]
Abstract
(1)H-HRMAS NMR-based metabolomics was used to better understand the toxic effects on maize root tips of organochlorine pesticides (OCPs), namely lindane (γHCH) and chlordecone (CLD). Maize seedlings were exposed to 2.5 μM γHCH (mimicking basic environmental contaminations) for 7 days and compared to 2.5 μM CLD and 25 μM γHCH for 7 days (mimicking hot spot contaminations). The (1)H-HRMAS NMR-based metabolomic profiles provided details of the changes in carbohydrates, amino acids, tricarboxylic acid (TCA) cycle intermediates and fatty acids with a significant separation between the control and OCP-exposed root tips. First of all, alterations in the balance between glycolysis/gluconeogenesis were observed with sucrose depletion and with dose-dependent fluctuations in glucose content. Secondly, observations indicated that OCPs might inactivate the TCA cycle, with sizeable succinate and fumarate depletion. Thirdly, disturbances in the amino acid composition (GABA, glutamine/glutamate, asparagine, isoleucine) reflected a new distribution of internal nitrogen compounds under OCP stress. Finally, OCP exposure caused an increase in fatty acid content, concomitant with a marked rise in oxidized fatty acids which could indicate failures in cell integrity and vitality. Moreover, the accumulation of asparagine and oxidized fatty acids with the induction of LOX3 transcription levels under OCP exposure highlighted an induction of protein and lipid catabolism. The overall data indicated that the effect of OCPs on primary metabolism could have broader physiological consequences on root development. Therefore, (1)H-HRMAS NMR metabolomics is a sensitive tool for understanding molecular disturbances under OCP exposure and can be used to perform a rapid assessment of phytotoxicity.
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Affiliation(s)
- Claire Blondel
- Université Grenoble Alpes, LECA, F-38000 Grenoble, France; CNRS, LECA, F-38000 Grenoble, France
| | - Farid Khelalfa
- Université Grenoble Alpes, LECA, F-38000 Grenoble, France; CNRS, LECA, F-38000 Grenoble, France
| | - Stéphane Reynaud
- Université Grenoble Alpes, LECA, F-38000 Grenoble, France; CNRS, LECA, F-38000 Grenoble, France
| | | | - Muriel Raveton
- Université Grenoble Alpes, LECA, F-38000 Grenoble, France; CNRS, LECA, F-38000 Grenoble, France.
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96
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Gago J, Daloso DDM, Figueroa CM, Flexas J, Fernie AR, Nikoloski Z. Relationships of Leaf Net Photosynthesis, Stomatal Conductance, and Mesophyll Conductance to Primary Metabolism: A Multispecies Meta-Analysis Approach. PLANT PHYSIOLOGY 2016; 171:265-79. [PMID: 26977088 PMCID: PMC4854675 DOI: 10.1104/pp.15.01660] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2015] [Accepted: 03/10/2016] [Indexed: 05/20/2023]
Abstract
Plant metabolism drives plant development and plant-environment responses, and data readouts from this cellular level could provide insights in the underlying molecular processes. Existing studies have already related key in vivo leaf gas-exchange parameters with structural traits and nutrient components across multiple species. However, insights in the relationships of leaf gas-exchange with leaf primary metabolism are still limited. We investigated these relationships through a multispecies meta-analysis approach based on data sets from 17 published studies describing net photosynthesis (A) and stomatal (gs) and mesophyll (gm) conductances, alongside the 53 data profiles from primary metabolism of 14 species grown in different experiments. Modeling results highlighted the conserved patterns between the different species. Consideration of species-specific effects increased the explanatory power of the models for some metabolites, including Glc-6-P, Fru-6-P, malate, fumarate, Xyl, and ribose. Significant relationships of A with sugars and phosphorylated intermediates were observed. While gs was related to sugars, organic acids, myo-inositol, and shikimate, gm showed a more complex pattern in comparison to the two other traits. Some metabolites, such as malate and Man, appeared in the models for both conductances, suggesting a metabolic coregulation between gs and gm The resulting statistical models provide the first hints for coregulation patterns involving primary metabolism plus leaf water and carbon balances that are conserved across plant species, as well as species-specific trends that can be used to determine new biotechnological targets for crop improvement.
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Affiliation(s)
- Jorge Gago
- Research Group on Plant Biology under Mediterranean Conditions, Departament de Biologia, Universitat de les Illes Balears, 07122 Palma de Mallorca, Illes Balears, Spain (J.G., J.F.); Central Metabolism Group, Molecular Physiology Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (J.G., D.d.M.D., A.R.F.); System Regulation Group, Metabolic Networks Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (C.M.F.); andSystems Biology and Mathematical Modeling Group, Molecular Physiology Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (Z.N.)
| | - Danilo de Menezes Daloso
- Research Group on Plant Biology under Mediterranean Conditions, Departament de Biologia, Universitat de les Illes Balears, 07122 Palma de Mallorca, Illes Balears, Spain (J.G., J.F.); Central Metabolism Group, Molecular Physiology Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (J.G., D.d.M.D., A.R.F.); System Regulation Group, Metabolic Networks Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (C.M.F.); andSystems Biology and Mathematical Modeling Group, Molecular Physiology Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (Z.N.)
| | - Carlos María Figueroa
- Research Group on Plant Biology under Mediterranean Conditions, Departament de Biologia, Universitat de les Illes Balears, 07122 Palma de Mallorca, Illes Balears, Spain (J.G., J.F.); Central Metabolism Group, Molecular Physiology Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (J.G., D.d.M.D., A.R.F.); System Regulation Group, Metabolic Networks Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (C.M.F.); andSystems Biology and Mathematical Modeling Group, Molecular Physiology Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (Z.N.)
| | - Jaume Flexas
- Research Group on Plant Biology under Mediterranean Conditions, Departament de Biologia, Universitat de les Illes Balears, 07122 Palma de Mallorca, Illes Balears, Spain (J.G., J.F.); Central Metabolism Group, Molecular Physiology Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (J.G., D.d.M.D., A.R.F.); System Regulation Group, Metabolic Networks Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (C.M.F.); andSystems Biology and Mathematical Modeling Group, Molecular Physiology Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (Z.N.)
| | - Alisdair Robert Fernie
- Research Group on Plant Biology under Mediterranean Conditions, Departament de Biologia, Universitat de les Illes Balears, 07122 Palma de Mallorca, Illes Balears, Spain (J.G., J.F.); Central Metabolism Group, Molecular Physiology Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (J.G., D.d.M.D., A.R.F.); System Regulation Group, Metabolic Networks Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (C.M.F.); andSystems Biology and Mathematical Modeling Group, Molecular Physiology Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (Z.N.)
| | - Zoran Nikoloski
- Research Group on Plant Biology under Mediterranean Conditions, Departament de Biologia, Universitat de les Illes Balears, 07122 Palma de Mallorca, Illes Balears, Spain (J.G., J.F.); Central Metabolism Group, Molecular Physiology Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (J.G., D.d.M.D., A.R.F.); System Regulation Group, Metabolic Networks Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (C.M.F.); andSystems Biology and Mathematical Modeling Group, Molecular Physiology Department, Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Golm, Germany (Z.N.)
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97
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Lauxmann MA, Annunziata MG, Brunoud G, Wahl V, Koczut A, Burgos A, Olas JJ, Maximova E, Abel C, Schlereth A, Soja AM, Bläsing OE, Lunn JE, Vernoux T, Stitt M. Reproductive failure in Arabidopsis thaliana under transient carbohydrate limitation: flowers and very young siliques are jettisoned and the meristem is maintained to allow successful resumption of reproductive growth. PLANT, CELL & ENVIRONMENT 2016; 39:745-67. [PMID: 26351840 DOI: 10.1111/pce.12634] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Revised: 08/21/2015] [Accepted: 08/24/2015] [Indexed: 05/21/2023]
Abstract
The impact of transient carbon depletion on reproductive growth in Arabidopsis was investigated by transferring long-photoperiod-grown plants to continuous darkness and returning them to a light-dark cycle. After 2 days of darkness, carbon reserves were depleted in reproductive sinks, and RNA in situ hybridization of marker transcripts showed that carbon starvation responses had been initiated in the meristem, anthers and ovules. Dark treatments of 2 or more days resulted in a bare-segment phenotype on the floral stem, with 23-27 aborted siliques. These resulted from impaired growth of immature siliques and abortion of mature and immature flowers. Depolarization of PIN1 protein and increased DII-VENUS expression pointed to rapid collapse of auxin gradients in the meristem and inhibition of primordia initiation. After transfer back to a light-dark cycle, flowers appeared and formed viable siliques and seeds. A similar phenotype was seen after transfer to sub-compensation point irradiance or CO2 . It also appeared in a milder form after a moderate decrease in irradiance and developed spontaneously in short photoperiods. We conclude that Arabidopsis inhibits primordia initiation and aborts flowers and very young siliques in C-limited conditions. This curtails demand, safeguarding meristem function and allowing renewal of reproductive growth when carbon becomes available again.
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Affiliation(s)
- Martin A Lauxmann
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Maria G Annunziata
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Géraldine Brunoud
- Laboratoire de Reproduction et Développement des Plantes, CNRS, INRA, ENS Lyon, UCBL, Université de Lyon, Lyon, 69364, France
| | - Vanessa Wahl
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Andrzej Koczut
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Asdrubal Burgos
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Justyna J Olas
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Eugenia Maximova
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Christin Abel
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Armin Schlereth
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Aleksandra M Soja
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Oliver E Bläsing
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
- Metanomics GmbH, Tegeler Weg 33, Berlin, 10589, Germany
| | - John E Lunn
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Teva Vernoux
- Laboratoire de Reproduction et Développement des Plantes, CNRS, INRA, ENS Lyon, UCBL, Université de Lyon, Lyon, 69364, France
| | - Mark Stitt
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
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98
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Lyon D, Castillejo MA, Mehmeti-Tershani V, Staudinger C, Kleemaier C, Wienkoop S. Drought and Recovery: Independently Regulated Processes Highlighting the Importance of Protein Turnover Dynamics and Translational Regulation in Medicago truncatula. Mol Cell Proteomics 2016; 15:1921-37. [PMID: 27001437 PMCID: PMC5083093 DOI: 10.1074/mcp.m115.049205] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2015] [Indexed: 11/17/2022] Open
Abstract
Climate change in conjunction with population growth necessitates a systems biology approach to characterize plant drought acclimation as well as a more thorough understanding of the molecular mechanisms of stress recovery. Plants are exposed to a continuously changing environment. Extremes such as several weeks of drought are followed by rain. This requires a molecular plasticity of the plant enabling drought acclimation and the necessity of deacclimation processes for recovery and continuous growth. During drought stress and subsequent recovery, the metabolome and proteome are regulated through a sequence of molecular processes including synthesis and degradation and molecular interaction networks are part of this regulatory process. In order to study this complex regulatory network, a comprehensive analysis is presented for the first time, investigating protein turnover and regulatory classes of proteins and metabolites during a stress recovery scenario in the model legume Medicago truncatula. The data give novel insights into the molecular capacity and differential processes required for acclimation and deacclimation of severe drought stressed plants. Functional cluster and network analyses unraveled independent regulatory mechanisms for stress and recovery with different dynamic phases that during the course of recovery define the plants deacclimation from stress. The combination of relative abundance levels and turnover analysis revealed an early transition phase that seems key for recovery initiation through water resupply and is independent from renutrition. Thus, a first indication for a metabolite and protein-based load capacity was observed necessary for the recovery from drought, an important but thus far ignored possible feature toward tolerance. The data indicate that apart from the plants molecular stress response mechanisms, plasticity may be related to the nutritional status of the plant prior to stress initiation. A new perspective and possible new targets as well as metabolic mechanisms for future plant-bioengineering toward enhanced drought stress tolerance are presented.
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Affiliation(s)
- David Lyon
- From the ‡Department of Molecular Systems Biology, University of Vienna, Vienna, Austria
| | | | - Vlora Mehmeti-Tershani
- From the ‡Department of Molecular Systems Biology, University of Vienna, Vienna, Austria
| | - Christiana Staudinger
- From the ‡Department of Molecular Systems Biology, University of Vienna, Vienna, Austria
| | - Christoph Kleemaier
- From the ‡Department of Molecular Systems Biology, University of Vienna, Vienna, Austria
| | - Stefanie Wienkoop
- From the ‡Department of Molecular Systems Biology, University of Vienna, Vienna, Austria
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99
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Wang L, Ruan YL. Shoot-root carbon allocation, sugar signalling and their coupling with nitrogen uptake and assimilation. FUNCTIONAL PLANT BIOLOGY : FPB 2016; 43:105-113. [PMID: 32480445 DOI: 10.1071/fp15249] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Accepted: 10/24/2015] [Indexed: 05/10/2023]
Abstract
Roots and shoots are distantly located but functionally interdependent. The growth and development of these two organ systems compete for energy and nutrient resource, and yet, they keep a dynamic balance with each other for growth and development. The success of such a relationship depends on efficient root-shoot communication. Aside from the well-known signalling processes mediated by hormones such as auxin and cytokinin, sugars have recently been shown to act as a rapid signal to co-ordinate root and shoot development in response to endogenous and exogenous clues, in parallel to their function as carbon and energy resources for biomass production. New findings from studies on vascular fluids have provided molecular insights into the role of sugars in long-distance communications between shoot and root. In this review, we discussed phloem- and xylem- translocation of sugars and the impacts of sugar allocation and signalling on balancing root-shoot development. Also, we have taken the shoot-root carbon-nitrogen allocation as an example to illustrate the communication between the two organs through multi-layer root-shoot-root signalling circuits, comprising sugar, nitrogen, cytokinin, auxin and vascular small peptide signals.
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Affiliation(s)
- Lu Wang
- School of Environmental and Life Sciences, University of Newcastle, Callaghan, NSW 2308, Australia
| | - Yong-Ling Ruan
- School of Environmental and Life Sciences, University of Newcastle, Callaghan, NSW 2308, Australia
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100
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Figueroa CM, Feil R, Ishihara H, Watanabe M, Kölling K, Krause U, Höhne M, Encke B, Plaxton WC, Zeeman SC, Li Z, Schulze WX, Hoefgen R, Stitt M, Lunn JE. Trehalose 6-phosphate coordinates organic and amino acid metabolism with carbon availability. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2016; 85:410-23. [PMID: 26714615 DOI: 10.1111/tpj.13114] [Citation(s) in RCA: 122] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Revised: 12/14/2015] [Accepted: 12/21/2015] [Indexed: 05/18/2023]
Abstract
Trehalose 6-phosphate (Tre6P) is an essential signal metabolite in plants, linking growth and development to carbon metabolism. The sucrose-Tre6P nexus model postulates that Tre6P acts as both a signal and negative feedback regulator of sucrose levels. To test this model, short-term metabolic responses to induced increases in Tre6P levels were investigated in Arabidopsis thaliana plants expressing the Escherichia coli Tre6P synthase gene (otsA) under the control of an ethanol-inducible promoter. Increased Tre6P levels led to a transient decrease in sucrose content, post-translational activation of nitrate reductase and phosphoenolpyruvate carboxylase, and increased levels of organic and amino acids. Radio-isotope ((14)CO2) and stable isotope ((13)CO2) labelling experiments showed no change in the rates of photoassimilate export in plants with elevated Tre6P, but increased labelling of organic acids. We conclude that high Tre6P levels decrease sucrose levels by stimulating nitrate assimilation and anaplerotic synthesis of organic acids, thereby diverting photoassimilates away from sucrose to generate carbon skeletons and fixed nitrogen for amino acid synthesis. These results are consistent with the sucrose-Tre6P nexus model, and implicate Tre6P in coordinating carbon and nitrogen metabolism in plants.
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Affiliation(s)
- Carlos M Figueroa
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Regina Feil
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Hirofumi Ishihara
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Mutsumi Watanabe
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Katharina Kölling
- Department of Biology, Institute of Agricultural Sciences, ETH Zurich, Zurich, 8092, Switzerland
| | - Ursula Krause
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Melanie Höhne
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Beatrice Encke
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - William C Plaxton
- Department of Biology and Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, K7L 3N6, Canada
| | - Samuel C Zeeman
- Department of Biology, Institute of Agricultural Sciences, ETH Zurich, Zurich, 8092, Switzerland
| | - Zhi Li
- Department of Plant Systems Biology, University of Hohenheim, Stuttgart, 70593, Germany
| | - Waltraud X Schulze
- Department of Plant Systems Biology, University of Hohenheim, Stuttgart, 70593, Germany
| | - Rainer Hoefgen
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Mark Stitt
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - John E Lunn
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
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