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Torosian TA, Barsukova AI, Chichkova NV, Vartapetian AB. Phytaspase Does Not Require Proteolytic Activity for Its Stress-Induced Internalization. Int J Mol Sci 2024; 25:6729. [PMID: 38928451 PMCID: PMC11203471 DOI: 10.3390/ijms25126729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2024] [Revised: 05/31/2024] [Accepted: 06/14/2024] [Indexed: 06/28/2024] Open
Abstract
Phytaspases differ from other members of the plant subtilisin-like protease family by having rare aspartate cleavage specificity and unusual localization dynamics. Phytaspases are secreted from healthy plant cells but are re-internalized upon perception of death-inducing stresses. Although proteolytic activity is required for the secretion of plant subtilases, its requirement for the retrograde transportation of phytaspases is currently unknown. To address this issue, we employed an approach to complement in trans the externalization of a prodomain-less form of Nicotiana tabacum phytaspase (NtPhyt) with the free prodomain in Nicotiana benthamiana leaf cells. Using this approach, the generation of the proteolytically active NtPhyt and its transport to the extracellular space at a level comparable to that of the native NtPhyt (synthesized as a canonical prodomain-containing precursor protein) were achieved. The application of this methodology to NtPhyt with a mutated catalytic Ser537 residue resulted in the secretion of the inactive, although processed (prodomain-free), protein as well. Notably, the externalized NtPhyt Ser537Ala mutant was still capable of retrograde transportation into plant cells upon the induction of oxidative stress. Our data thus indicate that the proteolytic activity of NtPhyt is dispensable for stress-induced retrograde transport of the enzyme.
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Affiliation(s)
- Tatevik A. Torosian
- Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University, Moscow 199991, Russia; (T.A.T.); (A.I.B.)
| | - Anastasia I. Barsukova
- Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University, Moscow 199991, Russia; (T.A.T.); (A.I.B.)
| | - Nina V. Chichkova
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow 199991, Russia;
| | - Andrey B. Vartapetian
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow 199991, Russia;
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Khalid M, Ali F, Alghamdi W, Alzahrani A, Alsini R, Alzahrani A. An ensemble computational model for prediction of clathrin protein by coupling machine learning with discrete cosine transform. J Biomol Struct Dyn 2024:1-9. [PMID: 38498362 DOI: 10.1080/07391102.2024.2329777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 02/19/2024] [Indexed: 03/20/2024]
Abstract
Clathrin protein (CP) plays a pivotal role in numerous cellular processes, including endocytosis, signal transduction, and neuronal function. Dysregulation of CP has been associated with a spectrum of diseases. Given its involvement in various cellular functions, CP has garnered significant attention for its potential applications in drug design and medicine, ranging from targeted drug delivery to addressing viral infections, neurological disorders, and cancer. The accurate identification of CP is crucial for unraveling its function and devising novel therapeutic strategies. Computational methods offer a rapid, cost-effective, and less labor-intensive alternative to traditional identification methods, making them especially appealing for high-throughput screening. This paper introduces CL-Pred, a novel computational method for CP identification. CL-Pred leverages three feature descriptors: Dipeptide Deviation from Expected Mean (DDE), Bigram Position Specific Scoring Matrix (BiPSSM), and Position Specific Scoring Matrix-Tetra Slice-Discrete Cosine Transform (PSSM-TS-DCT). The model is trained using three classifiers: Support Vector Machine (SVM), Extremely Randomized Tree (ERT), and Light eXtreme Gradient Boosting (LiXGB). Notably, the LiXGB-based model achieves outstanding performance, demonstrating accuracies of 94.63% and 93.65% on the training and testing datasets, respectively. The proposed CL-Pred method is poised to significantly advance our comprehension of clathrin-mediated endocytosis, cellular physiology, and disease pathogenesis. Furthermore, it holds promise for identifying potential drug targets across a spectrum of diseases.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Majdi Khalid
- Department of Computer Science and Artificial Intelligence, College of Computing, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Farman Ali
- Sarhad University of Science and Information Technology Peshawar, Mardan Campus, Mardan, Pakistan
| | - Wajdi Alghamdi
- Department of Information Technology, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Abdulrahman Alzahrani
- Department of Information System and Technology, College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia
| | - Raed Alsini
- Department of Information Systems, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Ahmed Alzahrani
- College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia
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3
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Galiullina RA, Chichkova NV, Safronov GG, Vartapetian AB. Characterization of Phytaspase Proteolytic Activity Using Fluorogenic Peptide Substrates. Methods Mol Biol 2024; 2731:49-58. [PMID: 38019425 DOI: 10.1007/978-1-0716-3511-7_4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2023]
Abstract
Within the subtilase family of plant proteolytic enzymes, phytaspases are distinguished by their strict substrate cleavage specificity after an aspartate residue preceded by a characteristic tripeptide amino acid motif. This type of recognition resembles that of animal apoptotic proteases, caspases. Phytaspases attract attention not only because they are critically important for the accomplishment of stress-induced death of plant cells, but also due to their ability to specifically process precursor proteins, thus generating bioactive plant peptide hormones, systemin and phytosulfokine. As the activity of phytaspases appears to be essential for life and death decisions made by the plant cell, elaboration of an approach to characterize and quantitate phytaspase proteolytic activity is of importance. Here we provide a protocol for phytaspase activity determination and characterization using fluorogenic peptide substrates. This approach works well, both with purified phytaspase samples, and with crude extracts from plant tissues. We also discuss advantages of the assay, factors that may influence its sensitivity and specificity, as well as possible pitfalls.
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Affiliation(s)
- Raisa A Galiullina
- Belozersky Institute of Physico-Chemical Biology, Moscow State University, Moscow, Russia
| | - Nina V Chichkova
- Belozersky Institute of Physico-Chemical Biology, Moscow State University, Moscow, Russia
| | - Grigoriy G Safronov
- Faculty of Bioengineering and Bioinformatics, Moscow State University, Moscow, Russia
| | - Andrey B Vartapetian
- Belozersky Institute of Physico-Chemical Biology, Moscow State University, Moscow, Russia.
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Galiullina RA, Dyugay IA, Vartapetian AB, Chichkova NV. Purification of Phytaspases Using a Biotinylated Peptide Inhibitor. Methods Mol Biol 2024; 2731:37-48. [PMID: 38019424 DOI: 10.1007/978-1-0716-3511-7_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2023]
Abstract
Phytaspases are plant subtilisin-like proteases (subtilases) that possess a rarely occurring substrate cleavage specificity. These proteolytic enzymes hydrolyze their substrates strictly after an aspartate residue preceded by a characteristic, though degenerate, tripeptide amino acid motif. Having been initially discovered as proteases involved in the accomplishment of programmed cell death in plants, phytaspases were also demonstrated to be instrumental in specific processing of precursor proteins of several plant peptide hormones, thus generating biologically active peptides. Here we provide a protocol for isolation of active phytaspases from leaves, which was shown to be efficient for a wide range of plant species. The key element of the proposed scheme is the use of a specific and reversible biotinylated peptide aldehyde inhibitor of phytaspases for purification of the enzymes by means of affinity chromatography. We also discuss nuances, pitfalls, and possible alternatives for successful isolation of proteolytically active phytaspases.
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Affiliation(s)
- Raisa A Galiullina
- Belozersky Institute of Physico-Chemical Biology, Moscow State University, Moscow, Russia
| | - Ilya A Dyugay
- Faculty of Bioengineering and Bioinformatics, Moscow State University, Moscow, Russia
| | - Andrey B Vartapetian
- Belozersky Institute of Physico-Chemical Biology, Moscow State University, Moscow, Russia.
| | - Nina V Chichkova
- Belozersky Institute of Physico-Chemical Biology, Moscow State University, Moscow, Russia
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Teplova AD, Pigidanov AA, Serebryakova MV, Golyshev SA, Galiullina RA, Chichkova NV, Vartapetian AB. Phytaspase Is Capable of Detaching the Endoplasmic Reticulum Retrieval Signal from Tobacco Calreticulin-3. Int J Mol Sci 2023; 24:16527. [PMID: 38003717 PMCID: PMC10671509 DOI: 10.3390/ijms242216527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 11/15/2023] [Accepted: 11/17/2023] [Indexed: 11/26/2023] Open
Abstract
Soluble chaperones residing in the endoplasmic reticulum (ER) play vitally important roles in folding and quality control of newly synthesized proteins that transiently pass through the ER en route to their final destinations. These soluble residents of the ER are themselves endowed with an ER retrieval signal that enables the cell to bring the escaped residents back from the Golgi. Here, by using purified proteins, we showed that Nicotiana tabacum phytaspase, a plant aspartate-specific protease, introduces two breaks at the C-terminus of the N. tabacum ER resident calreticulin-3. These cleavages resulted in removal of either a dipeptide or a hexapeptide from the C-terminus of calreticulin-3 encompassing part or all of the ER retrieval signal. Consistently, expression of the calreticulin-3 derivative mimicking the phytaspase cleavage product in Nicotiana benthamiana cells demonstrated loss of the ER accumulation of the protein. Notably, upon its escape from the ER, calreticulin-3 was further processed by an unknown protease(s) to generate the free N-terminal (N) domain of calreticulin-3, which was ultimately secreted into the apoplast. Our study thus identified a specific proteolytic enzyme capable of precise detachment of the ER retrieval signal from a plant ER resident protein, with implications for the further fate of the escaped resident.
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Affiliation(s)
- Anastasia D. Teplova
- Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University, Moscow 119991, Russia; (A.D.T.); (A.A.P.)
| | - Artemii A. Pigidanov
- Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University, Moscow 119991, Russia; (A.D.T.); (A.A.P.)
| | - Marina V. Serebryakova
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow 119991, Russia; (M.V.S.); (S.A.G.); (R.A.G.); (N.V.C.)
| | - Sergei A. Golyshev
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow 119991, Russia; (M.V.S.); (S.A.G.); (R.A.G.); (N.V.C.)
| | - Raisa A. Galiullina
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow 119991, Russia; (M.V.S.); (S.A.G.); (R.A.G.); (N.V.C.)
| | - Nina V. Chichkova
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow 119991, Russia; (M.V.S.); (S.A.G.); (R.A.G.); (N.V.C.)
| | - Andrey B. Vartapetian
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow 119991, Russia; (M.V.S.); (S.A.G.); (R.A.G.); (N.V.C.)
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Fernández-Fernández ÁD, Stael S, Van Breusegem F. Mechanisms controlling plant proteases and their substrates. Cell Death Differ 2023; 30:1047-1058. [PMID: 36755073 PMCID: PMC10070405 DOI: 10.1038/s41418-023-01120-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 01/03/2023] [Accepted: 01/23/2023] [Indexed: 02/10/2023] Open
Abstract
In plants, proteolysis is emerging as an important field of study due to a growing understanding of the critical involvement of proteases in plant cell death, disease and development. Because proteases irreversibly modify the structure and function of their target substrates, proteolytic activities are stringently regulated at multiple levels. Most proteases are produced as dormant isoforms and only activated in specific conditions such as altered ion fluxes or by post-translational modifications. Some of the regulatory mechanisms initiating and modulating proteolytic activities are restricted in time and space, thereby ensuring precision activity, and minimizing unwanted side effects. Currently, the activation mechanisms and the substrates of only a few plant proteases have been studied in detail. Most studies focus on the role of proteases in pathogen perception and subsequent modulation of the plant reactions, including the hypersensitive response (HR). Proteases are also required for the maturation of coexpressed peptide hormones that lead essential processes within the immune response and development. Here, we review the known mechanisms for the activation of plant proteases, including post-translational modifications, together with the effects of proteinaceous inhibitors.
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Affiliation(s)
- Álvaro Daniel Fernández-Fernández
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052, Ghent, Belgium
- Center for Plant Systems Biology, VIB, 9052, Ghent, Belgium
- Department of Plant and Microbial Biology, University of Zurich, 8008, Zürich, Switzerland
| | - Simon Stael
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052, Ghent, Belgium
- Center for Plant Systems Biology, VIB, 9052, Ghent, Belgium
- Uppsala BioCenter, Department of Molecular Sciences, Swedish University of Agricultural Sciences, 75007, Uppsala, Sweden
| | - Frank Van Breusegem
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052, Ghent, Belgium.
- Center for Plant Systems Biology, VIB, 9052, Ghent, Belgium.
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Yang H, Qiao KW, Teng JJ, Chen JB, Zhong YL, Rao LQ, Xiong XY, Li H. Protease inhibitor ASP enhances freezing tolerance by inhibiting protein degradation in kumquat. HORTICULTURE RESEARCH 2023; 10:uhad023. [PMID: 37786860 PMCID: PMC10541525 DOI: 10.1093/hr/uhad023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 02/06/2023] [Indexed: 10/04/2023]
Abstract
Cold acclimation is a complex biological process leading to the development of freezing tolerance in plants. In this study, we demonstrated that cold-induced expression of protease inhibitor FmASP in a Citrus-relative species kumquat [Fortunella margarita (Lour.) Swingle] contributes to its freezing tolerance by minimizing protein degradation. Firstly, we found that only cold-acclimated kumquat plants, despite extensive leaf cellular damage during freezing, were able to resume their normal growth upon stress relief. To dissect the impact of cold acclimation on this anti-freezing performance, we conducted protein abundance assays and quantitative proteomic analysis of kumquat leaves subjected to cold acclimation (4°C), freezing treatment (-10°C) and post-freezing recovery (25°C). FmASP (Against Serine Protease) and several non-specific proteases were identified as differentially expressed proteins induced by cold acclimation and associated with stable protein abundance throughout the course of low-temperature treatment. FmASP was further characterized as a robust inhibitor of multiple proteases. In addition, heterogeneous expression of FmASP in Arabidopsis confirmed its positive role in freezing tolerance. Finally, we proposed a working model of FmASP and illustrated how this extracellular-localized protease inhibitor protects proteins from degradation, thereby maintaining essential cellular function for post-freezing recovery. These findings revealed the important role of protease inhibition in freezing response and provide insights on how this role may help develop new strategies to enhance plant freezing tolerance.
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Affiliation(s)
- Hua Yang
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
- Hunan Provincial Key Laboratory for Germplasm Innovation and Crop Utilization, Hunan Agricultural University, Changsha 410128, China
| | - Ke-wei Qiao
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Jin-jing Teng
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Jia-bei Chen
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Ying-li Zhong
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Li-qun Rao
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Xing-yao Xiong
- Hunan Provincial Key Laboratory for Germplasm Innovation and Crop Utilization, Hunan Agricultural University, Changsha 410128, China
- Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518000, China
| | - Huang Li
- Center for Plant Science Innovation, University of Nebraska-Lincoln, Lincoln, NE 68588, USA
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Teplova AD, Serebryakova MV, Galiullina RA, Chichkova NV, Vartapetian AB. Identification of Phytaspase Interactors via the Proximity-Dependent Biotin-Based Identification Approach. Int J Mol Sci 2021; 22:13123. [PMID: 34884925 PMCID: PMC8658550 DOI: 10.3390/ijms222313123] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 11/29/2021] [Accepted: 12/02/2021] [Indexed: 01/22/2023] Open
Abstract
Proteolytic enzymes are instrumental in various aspects of plant development, including senescence. This may be due not only to their digestive activity, which enables protein utilization, but also to fulfilling regulatory functions. Indeed, for the largest family of plant serine proteases, subtilisin-like proteases (subtilases), several members of which have been implicated in leaf and plant senescence, both non-specific proteolysis and regulatory protein processing have been documented. Here, we strived to identify the protein partners of phytaspase, a plant subtilase involved in stress-induced programmed cell death that possesses a characteristic aspartate-specific hydrolytic activity and unusual localization dynamics. A proximity-dependent biotin identification approach in Nicotiana benthamiana leaves producing phytaspase fused to a non-specific biotin ligase TurboID was employed. Although the TurboID moiety appeared to be unstable in the apoplast environment, several intracellular candidate protein interactors of phytaspase were identified. These were mainly, though not exclusively, represented by soluble residents of the endoplasmic reticulum, namely endoplasmin, BiP, and calreticulin-3. For calreticultin-3, whose gene is characterized by an enhanced expression in senescing leaves, direct interaction with phytaspase was confirmed in an in vitro binding assay using purified proteins. In addition, an apparent alteration of post-translational modification of calreticultin-3 in phytaspase-overproducing plant cells was observed.
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Affiliation(s)
- Anastasia D. Teplova
- Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University, Moscow 119991, Russia;
| | - Marina V. Serebryakova
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow 119991, Russia; (M.V.S.); (R.A.G.); (N.V.C.)
| | - Raisa A. Galiullina
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow 119991, Russia; (M.V.S.); (R.A.G.); (N.V.C.)
| | - Nina V. Chichkova
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow 119991, Russia; (M.V.S.); (R.A.G.); (N.V.C.)
| | - Andrey B. Vartapetian
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow 119991, Russia; (M.V.S.); (R.A.G.); (N.V.C.)
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Foyer CH, Kyndt T, Hancock RD. Vitamin C in Plants: Novel Concepts, New Perspectives, and Outstanding Issues. Antioxid Redox Signal 2020; 32:463-485. [PMID: 31701753 DOI: 10.1089/ars.2019.7819] [Citation(s) in RCA: 66] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Significance: The concept that vitamin C (l-ascorbic acid) is at the heart of the peroxide processing and redox signaling hub in plants is well established, but our knowledge of the precise mechanisms involved remains patchy at best. Recent Advances: Ascorbate participates in the multifaceted signaling pathways initiated by both reactive oxygen species (ROS) and reactive nitrogen species. Crucially, the apoplastic ascorbate/dehydroascorbate (DHA) ratio that is regulated by ascorbate oxidase (AO) sculpts the apoplastic ROS (apoROS) signal that controls polarized cell growth, biotic and abiotic defences, and cell to cell signaling, as well as exerting control over the light-dependent regulation of photosynthesis. Critical Issues: Here we re-evaluate the roles of ascorbate in photosynthesis and other processes, addressing the question of how much we really know about the regulation of ascorbate homeostasis and its functions in plants, or how AO is regulated to modulate apoROS signals. Future Directions: The role of microRNAs in the regulation of AO activity in relation to stress perception and signaling must be resolved. Similarly, the molecular characterization of ascorbate transporters and mechanistic links between photosynthetic and respiratory electron transport and ascorbate synthesis/homeostasis are a prerequisite to understanding ascorbate homeostasis and function. Similarly, there is little in vivo evidence for ascorbate functions as an enzyme cofactor.
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Affiliation(s)
- Christine H Foyer
- School of Biosciences, College of Life and Environmental Sciences, University of Birmingham, Edgbaston, United Kingdom
| | - Tina Kyndt
- Department Biotechnology, University of Ghent, Ghent, Belgium
| | - Robert D Hancock
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, United Kingdom
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