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Rodrigues M, Forestan C, Ravazzolo L, Hugueney P, Baltenweck R, Rasori A, Cardillo V, Carraro P, Malagoli M, Brizzolara S, Quaggiotti S, Porro D, Meggio F, Bonghi C, Battista F, Ruperti B. Metabolic and Molecular Rearrangements of Sauvignon Blanc ( Vitis vinifera L.) Berries in Response to Foliar Applications of Specific Dry Yeast. PLANTS (BASEL, SWITZERLAND) 2023; 12:3423. [PMID: 37836164 PMCID: PMC10574919 DOI: 10.3390/plants12193423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 09/18/2023] [Accepted: 09/22/2023] [Indexed: 10/15/2023]
Abstract
Dry yeast extracts (DYE) are applied to vineyards to improve aromatic and secondary metabolic compound content and wine quality; however, systematic information on the underpinning molecular mechanisms is lacking. This work aimed to unravel, through a systematic approach, the metabolic and molecular responses of Sauvignon Blanc berries to DYE treatments. To accomplish this, DYE spraying was performed in a commercial vineyard for two consecutive years. Berries were sampled at several time points after the treatment, and grapes were analyzed for sugars, acidity, free and bound aroma precursors, amino acids, and targeted and untargeted RNA-Seq transcriptional profiles. The results obtained indicated that the DYE treatment did not interfere with the technological ripening parameters of sugars and acidity. Some aroma precursors, including cys-3MH and GSH-3MH, responsible for the typical aromatic nuances of Sauvignon Blanc, were stimulated by the treatment during both vintages. The levels of amino acids and the global RNA-seq transcriptional profiles indicated that DYE spraying upregulated ROS homeostatic and thermotolerance genes, as well as ethylene and jasmonic acid biosynthetic genes, and activated abiotic and biotic stress responses. Overall, the data suggested that the DYE reduced berry oxidative stress through the regulation of specific subsets of metabolic and hormonal pathways.
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Affiliation(s)
- Marta Rodrigues
- Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padova, 35020 Padova, Italy; (M.R.); (L.R.); (A.R.); (V.C.); (P.C.); (M.M.); (S.Q.); (F.M.); (C.B.)
| | - Cristian Forestan
- Department of Agricultural and Food Sciences, University of Bologna, 40127 Bologna, Italy;
| | - Laura Ravazzolo
- Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padova, 35020 Padova, Italy; (M.R.); (L.R.); (A.R.); (V.C.); (P.C.); (M.M.); (S.Q.); (F.M.); (C.B.)
| | - Philippe Hugueney
- National Research Institute for Agriculture, Food and Environment (INRAE), SVQV UMR A1131, University of Strasbourg, 67081 Strasbourg, France; (P.H.); (R.B.)
| | - Raymonde Baltenweck
- National Research Institute for Agriculture, Food and Environment (INRAE), SVQV UMR A1131, University of Strasbourg, 67081 Strasbourg, France; (P.H.); (R.B.)
| | - Angela Rasori
- Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padova, 35020 Padova, Italy; (M.R.); (L.R.); (A.R.); (V.C.); (P.C.); (M.M.); (S.Q.); (F.M.); (C.B.)
| | - Valerio Cardillo
- Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padova, 35020 Padova, Italy; (M.R.); (L.R.); (A.R.); (V.C.); (P.C.); (M.M.); (S.Q.); (F.M.); (C.B.)
| | - Pietro Carraro
- Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padova, 35020 Padova, Italy; (M.R.); (L.R.); (A.R.); (V.C.); (P.C.); (M.M.); (S.Q.); (F.M.); (C.B.)
| | - Mario Malagoli
- Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padova, 35020 Padova, Italy; (M.R.); (L.R.); (A.R.); (V.C.); (P.C.); (M.M.); (S.Q.); (F.M.); (C.B.)
| | - Stefano Brizzolara
- Crop Science Research Center, Scuola Superiore Sant’Anna, 56127 Pisa, Italy;
| | - Silvia Quaggiotti
- Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padova, 35020 Padova, Italy; (M.R.); (L.R.); (A.R.); (V.C.); (P.C.); (M.M.); (S.Q.); (F.M.); (C.B.)
| | - Duilio Porro
- Technology Transfer Centre, Edmund Mach Foundation, Via E. Mach 1, 38010 San Michele all ‘Adige, Italy;
| | - Franco Meggio
- Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padova, 35020 Padova, Italy; (M.R.); (L.R.); (A.R.); (V.C.); (P.C.); (M.M.); (S.Q.); (F.M.); (C.B.)
- Interdepartmental Research Centre for Viticulture and Enology (CIRVE), University of Padova, Via XXVIII Aprile 14, Conegliano, 31015 Treviso, Italy
| | - Claudio Bonghi
- Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padova, 35020 Padova, Italy; (M.R.); (L.R.); (A.R.); (V.C.); (P.C.); (M.M.); (S.Q.); (F.M.); (C.B.)
- Interdepartmental Research Centre for Viticulture and Enology (CIRVE), University of Padova, Via XXVIII Aprile 14, Conegliano, 31015 Treviso, Italy
| | | | - Benedetto Ruperti
- Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padova, 35020 Padova, Italy; (M.R.); (L.R.); (A.R.); (V.C.); (P.C.); (M.M.); (S.Q.); (F.M.); (C.B.)
- Interdepartmental Research Centre for Viticulture and Enology (CIRVE), University of Padova, Via XXVIII Aprile 14, Conegliano, 31015 Treviso, Italy
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Zhang Y, Li D, Dirk LMA, Downie AB, Zhao T. ZmAGA1 Hydrolyzes RFOs Late during the Lag Phase of Seed Germination, Shifting Sugar Metabolism toward Seed Germination Over Seed Aging Tolerance. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2021; 69:11606-11615. [PMID: 34553917 DOI: 10.1021/acs.jafc.1c03677] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Raffinose family oligosaccharides (RFOs) are accumulated during the late stage of seed development and hydrolyzed during seed germination. The process of raffinose hydrolysis during seed germination and how this process affects seed vigor remains unknown. We report here that maize alkaline α-galactosidase 1 (ZmAGA1) protein is translationally induced and is capable of hydrolyzing RFOs as well as a precursor, galactinol, during seed germination. Constitutively overexpressing ZmAGA1 in Arabidopsis decreased both RFOs and galactinol contents of mature, desiccated, and 30 hours after imbibition (HAI) seeds, yet enhanced the seed germination percentage under either salt or somewhat osmotic-stress conditions at earlier times during the time course. However, ZmAGA1 overexpression also decreased the seed aging tolerance of mature, desiccated seeds as compared with wild type (WT) or those overexpressing GFP. Compared to that of WT control seeds, the atsip2 (mutant of Arabidopsis AtSIP2 (seed imbibition protein 2, encoding alkaline α-galactosidase)) seeds have similar RFOs and galactinol contents in mature, desiccated seeds but significantly increased the amount of these metabolites at 30 HAI. This retention of RFOs and galactinol in atsip2 results in seeds that exhibit lowered seed germination percentage under either salt or osmotic stress conditions, and yet, increased seed aging tolerance relative to WT. Similarly, when maize seeds were imbibed in the presence of a specific α-galactosidase inhibitor (1-deoxygalactonojirimycin) as compared to those imbibed in water, greater amounts of raffinose and galactinol were detected; the seeds exhibited decreased seed germination percentages but increased seed aging tolerance. Taken together, these data suggest that both maize seed germination and seed aging tolerance can be simultaneously regulated through careful temporal manipulation of ZmAGA1 expression.
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Affiliation(s)
- Yumin Zhang
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Life Sciences, Northwest A&F University, Yangling, Shaanxi 712100, China
- The Key Laboratory of Biology and Genetic Improvement of Maize in Arid Areas of the Northwest Region, Ministry of Agriculture, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Dan Li
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Life Sciences, Northwest A&F University, Yangling, Shaanxi 712100, China
- The Key Laboratory of Biology and Genetic Improvement of Maize in Arid Areas of the Northwest Region, Ministry of Agriculture, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Lynnette M A Dirk
- Department of Horticulture, Seed Biology Group, College of Agriculture, Food, and Environment, University of Kentucky, Lexington, Kentucky 40546, United States
| | - A Bruce Downie
- Department of Horticulture, Seed Biology Group, College of Agriculture, Food, and Environment, University of Kentucky, Lexington, Kentucky 40546, United States
| | - Tianyong Zhao
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Life Sciences, Northwest A&F University, Yangling, Shaanxi 712100, China
- The Key Laboratory of Biology and Genetic Improvement of Maize in Arid Areas of the Northwest Region, Ministry of Agriculture, Northwest A&F University, Yangling, Shaanxi 712100, China
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Characterization of the Heat-Stable Proteome during Seed Germination in Arabidopsis with Special Focus on LEA Proteins. Int J Mol Sci 2021; 22:ijms22158172. [PMID: 34360938 PMCID: PMC8347141 DOI: 10.3390/ijms22158172] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 07/27/2021] [Accepted: 07/28/2021] [Indexed: 12/22/2022] Open
Abstract
During seed germination, desiccation tolerance is lost in the radicle with progressing radicle protrusion and seedling establishment. This process is accompanied by comprehensive changes in the metabolome and proteome. Germination of Arabidopsis seeds was investigated over 72 h with special focus on the heat-stable proteome including late embryogenesis abundant (LEA) proteins together with changes in primary metabolites. Six metabolites in dry seeds known to be important for seed longevity decreased during germination and seedling establishment, while all other metabolites increased simultaneously with activation of growth and development. Thermo-stable proteins were associated with a multitude of biological processes. In the heat-stable proteome, a relatively similar proportion of fully ordered and fully intrinsically disordered proteins (IDP) was discovered. Highly disordered proteins were found to be associated with functional categories development, protein, RNA and stress. As expected, the majority of LEA proteins decreased during germination and seedling establishment. However, four germination-specific dehydrins were identified, not present in dry seeds. A network analysis of proteins, metabolites and amino acids generated during the course of germination revealed a highly connected LEA protein network.
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Grigoreva E, Tkachenko A, Arkhimandritova S, Beatovic A, Ulianich P, Volkov V, Karzhaev D, Ben C, Gentzbittel L, Potokina E. Identification of Key Metabolic Pathways and Biomarkers Underlying Flowering Time of Guar ( Cyamopsis tetragonoloba (L.) Taub.) via Integrated Transcriptome-Metabolome Analysis. Genes (Basel) 2021; 12:genes12070952. [PMID: 34206279 PMCID: PMC8303896 DOI: 10.3390/genes12070952] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 06/11/2021] [Accepted: 06/14/2021] [Indexed: 01/08/2023] Open
Abstract
Guar (Cyamopsis tetragonoloba (L.) Taub.) is an annual legume crop native to India and Pakistan. Seeds of the plant serve as a source of galactomannan polysaccharide (guar gum) used in the food industry as a stabilizer (E412) and as a gelling agent in oil and gas fracturing fluids. There were several attempts to introduce this crop to countries of more northern latitudes. However, guar is a plant of a short photoperiod, therefore, its introduction, for example, to Russia is complicated by a long day length during the growing season. Breeding of new guar varieties insensitive to photoperiod slowed down due to the lack of information on functional molecular markers, which, in turn, requires information on guar genome. Modern breeding strategies, e.g., genomic predictions, benefit from integration of multi-omics approaches such as transcriptome, proteome and metabolome assays. Here we present an attempt to use transcriptome-metabolome integration to understand the genetic determination of flowering time variation among guar plants that differ in their photoperiod sensitivity. This study was performed on nine early- and six delayed-flowering guar varieties with the goal to find a connection between 63 metabolites and 1,067 differentially expressed transcripts using Shiny GAM approach. For the key biomarker of flowering in guar myo-inositol we also evaluated the KEGG biochemical pathway maps available for Arabidopsis thaliana. We found that the phosphatidylinositol signaling pathway is initiated in guar plants that are ready for flowering through the activation of the phospholipase C (PLC) gene, resulting in an exponential increase in the amount of myo-inositol in its free form observed on GC-MS chromatograms. The signaling pathway is performed by suppression of myo-inositol phosphate kinases (phosphorylation) and alternative overexpression of phosphatases (dephosphorylation). Our study suggests that metabolome and transcriptome information taken together, provide valuable information about biomarkers that can be used as a tool for marker-assisted breeding, metabolomics and functional genomics of this important legume crop.
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Affiliation(s)
- Elizaveta Grigoreva
- Information Technologies and Programming Faculty, ITMO University, 197101 St. Petersburg, Russia; (E.G.); (A.B.)
- Institute of Forest and Natural Resources Management, Saint Petersburg State Forest Technical University, 194021 St. Petersburg, Russia; (V.V.); (E.P.)
- Sirius University of Science and Technology, 354340 Sochi, Russia;
| | - Alexander Tkachenko
- Information Technologies and Programming Faculty, ITMO University, 197101 St. Petersburg, Russia; (E.G.); (A.B.)
- Correspondence: ; Tel.: +7-9217634039
| | | | - Aleksandar Beatovic
- Information Technologies and Programming Faculty, ITMO University, 197101 St. Petersburg, Russia; (E.G.); (A.B.)
| | - Pavel Ulianich
- All-Russian Research Institute of Agricultural Microbiology, 196608 St. Petersburg, Russia;
| | - Vladimir Volkov
- Institute of Forest and Natural Resources Management, Saint Petersburg State Forest Technical University, 194021 St. Petersburg, Russia; (V.V.); (E.P.)
- Sirius University of Science and Technology, 354340 Sochi, Russia;
| | - Dmitry Karzhaev
- Sirius University of Science and Technology, 354340 Sochi, Russia;
| | - Cécile Ben
- Skolkovo Institute of Science and Technology, 121205 Moscow, Russia; (C.B.); (L.G.)
| | - Laurent Gentzbittel
- Skolkovo Institute of Science and Technology, 121205 Moscow, Russia; (C.B.); (L.G.)
| | - Elena Potokina
- Institute of Forest and Natural Resources Management, Saint Petersburg State Forest Technical University, 194021 St. Petersburg, Russia; (V.V.); (E.P.)
- Sirius University of Science and Technology, 354340 Sochi, Russia;
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Grübler B, Cozzi C, Pfannschmidt T. A Core Module of Nuclear Genes Regulated by Biogenic Retrograde Signals from Plastids. PLANTS (BASEL, SWITZERLAND) 2021; 10:plants10020296. [PMID: 33557197 PMCID: PMC7913978 DOI: 10.3390/plants10020296] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 01/26/2021] [Accepted: 01/29/2021] [Indexed: 05/11/2023]
Abstract
Chloroplast biogenesis during seedling development of angiosperms is a rapid and highly dynamic process that parallels the light-dependent photomorphogenic programme. Pre-treatments of dark-grown seedlings with lincomyin or norflurazon prevent chloroplast biogenesis upon illumination yielding albino seedlings. A comparable phenotype was found for the Arabidopsis mutant plastid-encoded polymerase associated protein 7 (pap7) being defective in the prokaryotic-type plastid RNA polymerase. In all three cases the defect in plastid function has a severe impact on the expression of nuclear genes representing the influence of retrograde signaling pathway(s) from the plastid. We performed a meta-analysis of recently published genome-wide expression studies that investigated the impact of the aforementioned chemical and genetic blocking of chloroplast biogenesis on nuclear gene expression profiles. We identified a core module of 152 genes being affected in all three conditions. These genes were classified according to their function and analyzed with respect to their implication in retrograde signaling and chloroplast biogenesis. Our study uncovers novel genes regulated by retrograde biogenic signals and suggests the action of a common signaling pathway that is used by signals originating from plastid transcription, translation and oxidative stress.
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Lian S, Zhou Y, Liu Z, Gong A, Cheng L. The differential expression patterns of paralogs in response to stresses indicate expression and sequence divergences. BMC PLANT BIOLOGY 2020; 20:277. [PMID: 32546126 PMCID: PMC7298774 DOI: 10.1186/s12870-020-02460-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Accepted: 05/24/2020] [Indexed: 05/22/2023]
Abstract
BACKGROUND Theoretically, paralogous genes generated through whole genome duplications should share identical expression levels due to their identical sequences and chromatin environments. However, functional divergences and expression differences have arisen due to selective pressures throughout evolution. A comprehensive investigation of the expression patterns of paralogous gene pairs in response to various stresses and a study of correlations between the expression levels and sequence divergences of the paralogs are needed. RESULTS In this study, we analyzed the expression patterns of paralogous genes under different types of stress and investigated the correlations between the expression levels and sequence divergences of the paralogs. We analyzed the differential expression patterns of the paralogs under four different types of stress (drought, cold, infection, and herbivory) and classified them into three main types according to their expression patterns. We then further analyzed the differential expression patterns under various degrees of stress and constructed corresponding co-expression networks of differentially expressed paralogs and transcription factors. Finally, we investigated the correlations between the expression levels and sequence divergences of the paralogs and identified positive correlations between expression level and sequence divergence. With regard to sequence divergence, we identified correlations between selective pressures and phylogenetic relationships. CONCLUSIONS These results shed light on differential expression patterns of paralogs in response to environmental stresses and are helpful for understanding the relationships between expression levels and sequences divergences.
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Affiliation(s)
- Shuaibin Lian
- College of Physics and Electronic Engineering, Xinyang Normal University, Xinyang, China
| | - Yongjie Zhou
- College of Physics and Electronic Engineering, Xinyang Normal University, Xinyang, China
| | - Zixiao Liu
- College of Physics and Electronic Engineering, Xinyang Normal University, Xinyang, China
| | - Andong Gong
- College of Life Sciences, Xinyang Normal University, Xinyang, China
| | - Lin Cheng
- College of Life Sciences, Xinyang Normal University, Xinyang, China
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Volkova PY, Clement G, Makarenko ES, Kazakova EA, Bitarishvili SV, Lychenkova MA. Metabolic Profiling of γ-Irradiated Barley Plants Identifies Reallocation of Nitrogen Metabolism and Metabolic Stress Response. Dose Response 2020; 18:1559325820914186. [PMID: 32273833 PMCID: PMC7113487 DOI: 10.1177/1559325820914186] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 01/29/2020] [Accepted: 02/18/2020] [Indexed: 11/30/2022] Open
Abstract
The favorable responses of crop species to low-dose γ irradiation can help to
develop cultivars with increased productivity and improved stress tolerance. In
the present study, we tried to reveal the candidate metabolites involved in
growth stimulation of barley seedlings after applying low-dose γ-radiation
(60Co) to seeds. Stimulating doses (5-20 Gy) provided a
significant increase in shoot length and biomass, while relatively high dose of
100 Gy led to significant inhibition of growth. Gas chromatography–mass
spectrometry metabolomic analysis uncovered several compounds that may take part
in radiation hormesis establishment in irradiated plants. This includes
molecules involved in nitrogen redistribution (arginine, glutamine, asparagine,
and γ-aminobutyric acid) and stress-responsive metabolites, such as ascorbate,
myo-inositol and its derivates, and free amino acids
(l-serine, β-alanine, pipecolate, and GABA). These results
contribute to the understanding of the molecular mechanisms of hormesis
phenomenon.
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Affiliation(s)
- Polina Yu Volkova
- Russian Institute of Radiology and Agroecology, Obninsk, Russian Federation
| | - G Clement
- Institut Jean-Pierre Bourgin, INRA, Versailles, France
| | - E S Makarenko
- Russian Institute of Radiology and Agroecology, Obninsk, Russian Federation
| | - E A Kazakova
- Russian Institute of Radiology and Agroecology, Obninsk, Russian Federation
| | - S V Bitarishvili
- Russian Institute of Radiology and Agroecology, Obninsk, Russian Federation
| | - M A Lychenkova
- Russian Institute of Radiology and Agroecology, Obninsk, Russian Federation
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Zhang Y, Sun Q, Zhang C, Hao G, Wang C, Dirk LMA, Downie AB, Zhao T. Maize VIVIPAROUS1 Interacts with ABA INSENSITIVE5 to Regulate GALACTINOL SYNTHASE2 Expression Controlling Seed Raffinose Accumulation. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2019; 67:4214-4223. [PMID: 30915847 DOI: 10.1021/acs.jafc.9b00322] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Raffinose, an oligosaccharide found in many seeds, plays an important role in seed vigor; however, the regulatory mechanism governing raffinose biosynthesis remains unclear. We report here that maize W22 wild type (WT) seeds, but not W22 viviparous1 ( zmvp1) mutant seeds, start accumulating galactinol and raffinose 28 days after pollination (DAP). Transcriptome analysis of the zmvp1 embryo showed that the expression of GALACTINOL SYNTHASE2 ( GOLS2) was down-regulated relative to WT. Further experiments showed that the expression of ZmGOLS2 was up-regulated by ZmABI5 but not by ZmVP1, and it was further increased by the coexpression of ZmABI5 and ZmVP1 in maize protoplasts. ZmABI5 interacted with ZmVP1, while ZmABI5, but not ZmVP1, directly binds to the ZmGOLS2 promoter. Together, all of the findings suggest that ZmVP1 interacts with ZmABI5 and regulates ZmGOLS2 expression and raffinose accumulation in maize seeds.
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Affiliation(s)
| | | | | | | | | | - Lynnette M A Dirk
- Department of Horticulture, Seed Biology, College of Agriculture, Food, and Environment , University of Kentucky , Lexington , Kentucky 40546 , United States
| | - A Bruce Downie
- Department of Horticulture, Seed Biology, College of Agriculture, Food, and Environment , University of Kentucky , Lexington , Kentucky 40546 , United States
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