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Szeitz A, Sutton AG, Hallam SJ. A matrix-centered view of mass spectrometry platform innovation for volatilome research. Front Mol Biosci 2024; 11:1421330. [PMID: 39539739 PMCID: PMC11557394 DOI: 10.3389/fmolb.2024.1421330] [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: 04/22/2024] [Accepted: 10/15/2024] [Indexed: 11/16/2024] Open
Abstract
Volatile organic compounds (VOCs) are carbon-containing molecules with high vapor pressure and low water solubility that are released from biotic and abiotic matrices. Because they are in the gaseous phase, these compounds tend to remain undetected when using conventional metabolomic profiling methods. Despite this omission, efforts to profile VOCs can provide useful information related to metabolic status and identify potential signaling pathways or toxicological impacts in natural or engineered environments. Over the past several decades mass spectrometry (MS) platform innovation has instigated new opportunities for VOC detection from previously intractable matrices. In parallel, volatilome research linking VOC profiles to other forms of multi-omic information (DNA, RNA, protein, and other metabolites) has gained prominence in resolving genotype/phenotype relationships at different levels of biological organization. This review explores both on-line and off-line methods used in VOC profiling with MS from different matrices. On-line methods involve direct sample injection into the MS platform without any prior compound separation, while off-line methods involve chromatographic separation prior to sample injection and analyte detection. Attention is given to the technical evolution of platforms needed for increasingly resolved VOC profiles, tracing technical progress over time with particular emphasis on emerging microbiome and diagnostic applications.
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Affiliation(s)
- Andras Szeitz
- Genome Science and Technology Program, University of British Columbia, Vancouver, BC, Canada
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, BC, Canada
- Life Sciences Institute, University of British Columbia, Vancouver, BC, Canada
| | - Annika G. Sutton
- School of Biomedical Engineering, University of British Columbia, Vancouver, BC, Canada
| | - Steven J. Hallam
- Genome Science and Technology Program, University of British Columbia, Vancouver, BC, Canada
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, BC, Canada
- Life Sciences Institute, University of British Columbia, Vancouver, BC, Canada
- Graduate Program in Bioinformatics, University of British Columbia, Vancouver, BC, Canada
- Department of Biochemistry, Chulalongkorn University, Bangkok, Thailand
- Bradshaw Research Institute for Minerals and Mining (BRIMM), University of British Columbia, Vancouver, BC, Canada
- ECOSCOPE Training Program, University of British Columbia, Vancouver, BC, Canada
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2
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Shi Q, Li X, Yang S, Zhao X, Yue Y, Yang Y, Yu Y. Dynamic temporal transcriptome analysis reveals grape VlMYB59- VlCKX4 regulatory module controls fruit set. HORTICULTURE RESEARCH 2024; 11:uhae183. [PMID: 39247886 PMCID: PMC11374532 DOI: 10.1093/hr/uhae183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 07/01/2024] [Indexed: 09/10/2024]
Abstract
Fruit set is a key stage in determining yield potential and guaranteeing quality formation and regulation. N-(2-chloro-4-pyridyl)-N'-phenylurea (CPPU) has been widely applied in grape production, the most iconic of which is the promotion of grape fruit set. However, current studies still lack the molecular mechanism of CPPU-induced grape fruit set. Here, the dynamic, high-resolution stage-specific transcriptome profiles were generated based on two different treatments and five developmental periods during fruit set in 'Kyoho' grape (Vitis vinifera L. × V. labrusca L.). Pairwise comparison and functional category analysis showed that phytohormone action cytokinin was significantly enriched during the CPPU-induced grape fruit set, but not the natural one. Value differentially expressed gene (VDEG) was a newly proposed analysis strategy for mining genes related to the grape fruit set. Notably, the cytokinin metabolic process was significantly enriched among up-regulated VDEGs. Of importance, a key VDEG VlCKX4 related to the cytokinin metabolic process was identified as related to the grape fruit set. Overexpression of VlCKX4 gene promoted the Arabidopsis plants that produce more and heavier siliques. The transcription factor VlMYB59 directly bound to the promoter of VlCKX4 and activated its expression. Moreover, overexpression of VlMYB59 gene also promoted the Arabidopsis fruit set. Overall, VlMYB59 responded to CPPU treatment and directly activated the expression of VlCKX4, thus promoting the fruit set. A regulatory pathway of the VlMYB59-VlCKX4 module in the fruit set was uncovered, which provides important insights into the molecular mechanisms of the fruit set and good genetic resources for high fruit set rate breeding.
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Affiliation(s)
- Qiaofang Shi
- College of Horticulture and Plant Protection, Henan University of Science and Technology, Luoyang 471023, Henan Province, China
| | - Xufei Li
- College of Horticulture and Plant Protection, Henan University of Science and Technology, Luoyang 471023, Henan Province, China
- Fujian Agriculture and Forestry University, Fuzhou 350002, Fujian Province, China
| | - Shengdi Yang
- College of Horticulture and Plant Protection, Henan University of Science and Technology, Luoyang 471023, Henan Province, China
- Hunan Agricultural University, Changsha 410128, Hunan Province, China
| | - Xiaochun Zhao
- College of Horticulture and Plant Protection, Henan University of Science and Technology, Luoyang 471023, Henan Province, China
| | - Yihan Yue
- College of Horticulture and Plant Protection, Henan University of Science and Technology, Luoyang 471023, Henan Province, China
| | - Yingjun Yang
- College of Horticulture and Plant Protection, Henan University of Science and Technology, Luoyang 471023, Henan Province, China
| | - Yihe Yu
- College of Horticulture and Plant Protection, Henan University of Science and Technology, Luoyang 471023, Henan Province, China
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3
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Qiao J, Su G, Yuan L, Wu L, Weng X, Liu S, Feng Y, Jiang D, Chen Y, Ma Y. Effect of swelling agent treatment on grape fruit quality and the application of electronic nose identification detection. FRONTIERS IN PLANT SCIENCE 2024; 14:1292335. [PMID: 38298605 PMCID: PMC10828016 DOI: 10.3389/fpls.2023.1292335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 12/19/2023] [Indexed: 02/02/2024]
Abstract
The swelling agent is a plant growth regulator that alters the composition and content of nutrients and volatile gases in the fruit. To identify whether grape fruit had been treated with swelling agent, the odor information and quality indexes of grape berries treated with different concentrations of swelling agent were examined by using electronic nose technology and traditional methods. The contents of soluble sugars, soluble solids, soluble proteins and vitamin C were significantly increased in N-(2-chloro-4-pyridyl)-N'-phenylurea (CPPU) treated fruit. The contents of hexanal, (E)-2-hexenal, and nonanal aldehydes decreased significantly. Similarly, the levels of phenyl ethanol, 1-octanol, ethanol, and ethyl acetate alcohols and esters also decreased noticeably. Additionally, the levels of damascenone, linalool, and geraniol ketones and terpenoids decreased. However, the contents of benzaldehyde, D-limonene, acetic acid and hexanoic acid increased. In addition, the electrical signals generated by the electronic nose (e-nose) were analyzed by linear discriminant analysis (LDA), support vector machine (SVM) and random forest (RF). The average recognition rate of SVM was 94.4%. The results showed that electronic nose technology can be used to detect whether grapes have been treated with swelling agent, and it is an economical and efficient detection method.
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Affiliation(s)
- Jianlei Qiao
- College of Horticulture, Jilin Agricultural University, Changchun, China
| | - Guoqiang Su
- College of Horticulture, Jilin Agricultural University, Changchun, China
| | - Liang Yuan
- College of Horticulture, Jilin Agricultural University, Changchun, China
| | - Lin Wu
- College of Horticulture, Jilin Agricultural University, Changchun, China
| | - Xiaohui Weng
- School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China
- Weihai Institute for Bionics, Jilin University, Weihai, China
| | - Shuang Liu
- College of Horticulture, Jilin Agricultural University, Changchun, China
| | - Yucai Feng
- College of Horticulture, Jilin Agricultural University, Changchun, China
| | - Dan Jiang
- College of Horticulture, Jilin Agricultural University, Changchun, China
| | - Yuxuan Chen
- College of Horticulture, Jilin Agricultural University, Changchun, China
| | - Yuan Ma
- College of Horticulture, Jilin Agricultural University, Changchun, China
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Martinez-Alonso A, Yepes-Molina L, Guarnizo AL, Carvajal M. Modification of Gene Expression of Tomato Plants through Foliar Flavonoid Application in Relation to Enhanced Growth. Genes (Basel) 2023; 14:2208. [PMID: 38137030 PMCID: PMC10743138 DOI: 10.3390/genes14122208] [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: 10/13/2023] [Revised: 12/11/2023] [Accepted: 12/11/2023] [Indexed: 12/24/2023] Open
Abstract
The exogenous application of phenolic compounds is increasingly recognized as a valuable strategy for promoting growth and mitigating the adverse effects of abiotic stress. However, the biostimulant effect under optimal conditions has not been thoroughly explored. In this study, we investigated the impact of foliar application of flavonoids, specifically CropBioLife (CBL), on tomato plants grown under controlled conditions. Our study focused on determining growth parameters, such as cell size, and assessing the concentration of hormones. Principal component analysis (PCA) from all physiological variables was determined. Additionally, we utilized high-throughput mRNA-sequencing technology and bioinformatic methodologies to robustly analyze the transcriptomes of tomato leaves regulated by flavonoids. The findings revealed that CBL primarily influenced cell enlargement by 60%, leading to increased growth. Furthermore, CBL-treated plants exhibited higher concentrations of the hormone zeatin, but lower concentrations of IAA (changes of 50%). Moreover, RNA-seq analysis indicated that CBL-treated plants required increased mineral transport and water uptake, as evidenced by gene expression patterns. Genes related to pathways such as fatty acid degradation, phenylpropanoid biosynthesis, and ABC transporters showed regulatory mechanisms governing internal flavonoid biosynthesis, transport, and tissue concentration, ultimately resulting in higher flavonoid concentrations in tomato leaves.
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Affiliation(s)
- Alberto Martinez-Alonso
- Aquaporins Group, Plant Nutrition Department, Centro de Edafología y Biología Aplicada del Segura (CEBAS, CSIC), Campus Universitario de Espinardo, Edificio 25, 30100 Murcia, Spain; (A.M.-A.); (L.Y.-M.)
| | - Lucia Yepes-Molina
- Aquaporins Group, Plant Nutrition Department, Centro de Edafología y Biología Aplicada del Segura (CEBAS, CSIC), Campus Universitario de Espinardo, Edificio 25, 30100 Murcia, Spain; (A.M.-A.); (L.Y.-M.)
| | - Angel L. Guarnizo
- Departamento de Biología Vegetal, Facultad de Biología, Universidad de Murcia, 30100 Murcia, Spain;
| | - Micaela Carvajal
- Aquaporins Group, Plant Nutrition Department, Centro de Edafología y Biología Aplicada del Segura (CEBAS, CSIC), Campus Universitario de Espinardo, Edificio 25, 30100 Murcia, Spain; (A.M.-A.); (L.Y.-M.)
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Wu Y, Li X, Zhang W, Wang L, Li B, Wang S. Aroma profiling of Shine Muscat grape provides detailed insights into the regulatory effect of gibberellic acid and N-(2-chloro-4-pyridinyl)-N-phenylurea applications on aroma quality. Food Res Int 2023; 170:112950. [PMID: 37316003 DOI: 10.1016/j.foodres.2023.112950] [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: 01/04/2023] [Revised: 05/02/2023] [Accepted: 05/03/2023] [Indexed: 06/16/2023]
Abstract
As plant growth regulators, gibberellic acid (GA3) and CPPU [forchlorfenuron, N-(2-chloro-4-pyridinyl)-N-phenylurea] are widely used in the production of table grapes. However, how these compounds regulate the aroma quality remains unclear. By measuring free and bound aroma compounds in Shine Muscat grapes from eight groups during whole growth period, GA3 and CPPU were both found to significantly promote the synthesis of acyclic monoterpenes and (E)-2-hexenal, and double applications were found to further increase the aroma compound contents. On the other hand, GA3 and CPPU obviously promoted the expansion of berries, and the effect of promoting the synthesis of aroma compounds was largely diminished. In conclusion, free compound concentrations in berry were almost unaffected by GA3 and CPPU. From the perspective of aroma compounds, a highly concerted interplay was observed for terpenes, and bound compounds exhibited higher correlations than those of free compounds. In addition, 17 compounds could be used as markers that indicated the developmental timing of berries.
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Affiliation(s)
- Yusen Wu
- Shandong Academy of Grape, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Xiujie Li
- Shandong Academy of Grape, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Wenwen Zhang
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, 800 Dongchuan Road, Minhang District, Shanghai 200240, China
| | - Lei Wang
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, 800 Dongchuan Road, Minhang District, Shanghai 200240, China
| | - Bo Li
- Shandong Academy of Grape, Shandong Academy of Agricultural Sciences, Jinan 250100, China.
| | - Shiping Wang
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, 800 Dongchuan Road, Minhang District, Shanghai 200240, China.
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Olmedo P, Núñez-Lillo G, Vidal J, Leiva C, Rojas B, Sagredo K, Arriagada C, Defilippi BG, Pérez-Donoso AG, Meneses C, Carpentier S, Pedreschi R, Campos-Vargas R. Proteomic and metabolomic integration reveals the effects of pre-flowering cytokinin applications on central carbon metabolism in table grape berries. Food Chem 2023; 411:135498. [PMID: 36696718 DOI: 10.1016/j.foodchem.2023.135498] [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: 09/30/2022] [Revised: 01/10/2023] [Accepted: 01/14/2023] [Indexed: 01/19/2023]
Abstract
Consumers around the world prefer high quality table grapes. To achieve higher quality traits at ripening, grapevine producers apply different plant growth regulators. The synthetic cytokinin forchlorfenuron N-(2-chloro-4-pyridinyl)-N'-phenylurea (CPPU) is widely used, its effect on grape quality is poorly understood. We hypothesized that the use of CPPU in pre-flowering can lead to changes in the metabolism that affects grape quality at harvest. Therefore, we investigated the role of CPPU applications on the quality of grapes by integrating proteomics and metabolomics. CPPU-treated grapevines showed a significant increase in berry size and firmness. Proteomic analyses indicated that CPPU-treated berries accumulated enzymes associated with carbohydrate metabolism, glycolysis, and tricarboxylic acid (TCA) cycle at harvest. Metabolomic analyses showed shifts in the abundance of compounds associated with carbohydrate metabolism and TCA cycle in CPPU-treated grapes. These findings suggest that CPPU applications modulate central carbon metabolism, improving grape berry quality.
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Affiliation(s)
- Patricio Olmedo
- Centro de Estudios Postcosecha, Facultad de Ciencias Agronómicas, Universidad de Chile, Santiago, Chile
| | - Gerardo Núñez-Lillo
- Escuela de Agronomía, Facultad de Ciencias Agronómicas y de los Alimentos, Pontificia Universidad Católica de Valparaíso, Quillota, Chile
| | - Juan Vidal
- Escuela de Agronomía, Facultad de Ciencias Agronómicas y de los Alimentos, Pontificia Universidad Católica de Valparaíso, Quillota, Chile
| | - Carol Leiva
- Centro de Estudios Postcosecha, Facultad de Ciencias Agronómicas, Universidad de Chile, Santiago, Chile
| | - Bárbara Rojas
- Research and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige, Italy
| | - Karen Sagredo
- Departamento de Producción Agrícola, Facultad de Ciencias Agronómicas, Universidad de Chile, Santiago, Chile
| | - César Arriagada
- Laboratorio Biorremediación, Departamento de Ciencias Forestales, Facultad de Ciencias Agropecuarias y Medioambiente, Universidad de La Frontera, Temuco, Chile
| | - Bruno G Defilippi
- Instituto de Investigaciones Agropecuarias (INIA) La Platina, Santiago, Chile
| | - Alonso G Pérez-Donoso
- Departamento de Fruticultura y Enología, Facultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Claudio Meneses
- Departamento de Fruticultura y Enología, Facultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de Chile, Santiago, Chile; Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile; ANID - Millennium Science Initiative Program - Millennium Nucleus for the Development of Super Adaptable Plants (MN-SAP), Santiago, Chile.
| | - Sebastien Carpentier
- Facility for Systems Biology based Mass Spectrometry SYBIOMA, KU Leuven, Leuven, Belgium; Biodiversity for Food and Agriculture, Biodiversity International, Leuven, Belgium.
| | - Romina Pedreschi
- Escuela de Agronomía, Facultad de Ciencias Agronómicas y de los Alimentos, Pontificia Universidad Católica de Valparaíso, Quillota, Chile; Millennium Institute Center for Genome Regulation (CRG), Santiago, Chile.
| | - Reinaldo Campos-Vargas
- Centro de Estudios Postcosecha, Facultad de Ciencias Agronómicas, Universidad de Chile, Santiago, Chile.
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Du CL, Cai CL, Lu Y, Li YM, Xie ZS. Identification and expression analysis of invertase family genes during grape (Vitis vinifera L.) berry development under CPPU and GA treatment. Mol Genet Genomics 2023; 298:777-789. [PMID: 37041390 DOI: 10.1007/s00438-023-02015-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 03/28/2023] [Indexed: 04/13/2023]
Abstract
Sugar is crucial for grape berry, whether used for fresh food or wine. However, berry enlargement treatment with forchlorfenuron (N-(2-chloro4-pyridyl)-N'-phenylurea) (CPPU, a synthetic cytokinin) and gibberellin (GA) always had adverse effects on sugar accumulation in some grape varieties, especially CPPU. Therefore exploring the molecular mechanisms behind these adverse effects could provide a foundation for improving or developing technology to mitigate the effects of CPPU/GA treatments for grape growers. In the present study, invertase (INV) family, the key gene controlling sugar accumulation, was identified and characterized on the latest annotated grape genome. Their express pattern, as well as invertase activity and sugar content, were analyzed during grape berry development under CPPU and GA3 treatment to explore the potential role of INV members under berry enlargement treatment in grapes. Eighteen INV genes were identified and divided into two sub-families: 10 neutral INV genes (Vv-A/N-INV1-10) and 8 acid INV genes containing 5 CWINV (VvCWINV1-5) and 3 VIN (VvVIN1-3). At the early development stage, both CPPU and GA3 treatment decreased the hexose level in berries of 'Pinot Noir' grape, whereas the activity of three types inverstase (soluble acid INV, insoluble acid INV, and neutral INV) increased. Correspondingly, most of INV members were up-regulated by GA3 /CPPU application at least one sampling time point during early berry development, including VvCWINV1, 2, 3, 4, 5, VvVIN1, 2, 3 and Vv-A/N-INV1, 2, 5, 6, 7, 8, 10. At maturity, the sugar content in CPPU-treated berries is still lower than that in the control. Soluble acid INV and neutral INV, rather than insoluble acid INV, presented lower activity in CPPU-treated berries. Meanwhile, several corresponding genes, such as VvVIN2 and Vv-A/N-INV2, 8, 10 in ripening berries were obviously down-regulated by CPPU treatment. These results suggested that most of INV members could be triggered by berry enlargement treatment during early berry development, whereas VvVINs and Vv-A/N-INVs, but not VvCWINVs, could be the limiting factor resulting in decreased sugar accumulation in CPPU-treated berries at maturity. In conclusion, this study identified the INV family on the latest annotated grape genome and selected several potential members involving in the limit of CPPU on final sugar accumulation in grape berry. These results provide candidate genes for further study of the molecular regulation of CPPU and GA on sugar accumulation in grape.
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Affiliation(s)
- Chen-Lu Du
- College of Horticulture and Landscape, Yangzhou University, Yangzhou, China
| | - Chun-Liu Cai
- College of Horticulture and Landscape, Yangzhou University, Yangzhou, China
| | - Yi Lu
- College of Horticulture and Landscape, Yangzhou University, Yangzhou, China
| | - You-Mei Li
- College of Horticulture and Landscape, Yangzhou University, Yangzhou, China.
| | - Zhao-Sen Xie
- College of Horticulture and Landscape, Yangzhou University, Yangzhou, China.
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Li Y, He L, Song Y, Zhang P, Chen D, Guan L, Liu S. Comprehensive study of volatile compounds and transcriptome data providing genes for grape aroma. BMC PLANT BIOLOGY 2023; 23:171. [PMID: 37003985 PMCID: PMC10064686 DOI: 10.1186/s12870-023-04191-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 03/24/2023] [Indexed: 06/19/2023]
Abstract
BACKGROUND Fruit aroma is an important quality with respect to consumer preference, but the most important aroma compounds and their genetic regulatory mechanisms remain elusive. RESULTS In this study, we qualitatively analysed volatile compounds in the pulp and skin of five table grape cultivars with three aroma types (muscat, strawberry, and neutral) using solid-phase microextraction gas chromatography/mass spectrometry. We identified 215 aroma compounds, including 88 esters, 64 terpenes, and 29 alcohols, and found significant differences in the number of compounds between the pulp and skin, especially for terpenes. Skin transcriptome data for the five grape cultivars were generated and subjected to aroma compound-gene correlation analysis. The combined transcriptomic analysis and terpene profiling data revealed 20 candidate genes, which were assessed in terms of their involvement in aroma biosynthetic regulation, including 1 VvCYP (VIT_08s0007g07730), 2 VvCCR (VIT_13s0067g00620, VIT_13s0047g00940), 3 VvADH (VIT_00s0615g00010, VIT_00s0615g00030, VIT_ 00s0615g00020), and 1 VvSDR (VIT_08s0040g01200) in the phenylpropanoids synthesis pathway, and 1 VvDXS (VIT_05s0020g02130) and 6 VvTPS (VIT_13s0067g00370, Vitis_vinifera_newGene_3216, VIT_13s0067g00380, VIT_13s0084g00010, VIT_00s0271g00010, and VIT_13s0067g00050) in the methylerythritol phosphate pathway (involved in the production and accumulation of aromatic compounds). Additionally, 2 VvMYB (VIT_17s0000g07950, VIT_03s0063g02620) and 1 VvGATA (VIT_15s0024g00980) transcription factor played important regulatory roles in the accumulation of key biosynthetic precursors of these compounds in grapes. Our results indicated that downstream genes, specifically 1 VvBGLU (VIT_03s0063g02490) and 2 VvUGT (VIT_17s0000g07070, VIT_17s0000g07060) are involved in regulating the formation and volatilization of bound compounds in grapes. CONCLUSIONS The results of this study shed light on the volatile compounds and "anchor points" of synthetic pathways in the pulp and skin of muscat and strawberry grapes, and provide new insight into the regulation of different aromas in grapes.
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Affiliation(s)
- Yongzhou Li
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, 450009, People's Republic of China
| | - Liangliang He
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, 450009, People's Republic of China
| | - Yinhua Song
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, 450009, People's Republic of China
| | - Peng Zhang
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, 450009, People's Republic of China
| | - Doudou Chen
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, 450009, People's Republic of China
| | - Liping Guan
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, 450009, People's Republic of China
| | - Sanjun Liu
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, 450009, People's Republic of China.
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9
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Differentially expression analyses in fruit of cultivated and wild species of grape and peach. Sci Rep 2023; 13:1997. [PMID: 36737657 PMCID: PMC9898514 DOI: 10.1038/s41598-023-29025-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 01/30/2023] [Indexed: 02/05/2023] Open
Abstract
Through agronomic traits and sequencing data, the cultivated and wild varieties of grapes and peaches were analyzed and compared in terms of fruit size, fruit flavor, fruit resistance, and fruit color. Cultivated grapes and peaches have advantages in fruit size, soluble sugar content, sugar and acid ratio, etc. Wild grapes and peaches have utility value in resistance. The results showed that there were 878 and 301 differentially expressed genes in cultivated and wild grapes and peaches in the three growth stages, respectively based on the next-generation sequencing study. Ten and twelve genes related to the differences between cultivated and wild grapes and peaches were found respectively. Among them, three genes, namely chalcone synthase (CHS), glutathione S-transferase (GST) and malate dehydrogenase (MDH1) were present in both cultivated and wild grapes and peaches.
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10
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Yu J, Wang R, Ma W, Lei S, Zhu M, Yang G. Pectate Lyase Gene VvPL1 Plays a Role in Fruit Cracking of Table Grapes. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2023; 71:1643-1654. [PMID: 36638364 DOI: 10.1021/acs.jafc.2c05996] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Fruit cracking seriously affects the commercial value of table grapes. To explore whether cell wall disassembly influences grape berry cracking, first, the differences in the cell wall metabolism were compared between cracking-resistant "Shennongjinhuanghou" (SN) and cracking-susceptible "Xiangfei" (XF) varieties. Our results showed that cell wall disassembly events were extremely different between "SN" and "XF." The cracking-resistant "SN" had a higher pectinmethylesterase activity in the early stage and lower polygalacturonase, β-galactosidase, pectate lyase, and cellulase activities from veraison, cooperatively yielding higher ionically bound pectin, covalently bound pectin, hemicellulose, and lower water-soluble pectin, leading to a stronger skin break force and elasticity and conferring "SN" with higher cracking resistance. Furthermore, the function of the VvPL1 gene in fruit cracking was verified by heterologously transforming tomatoes. The transgenic experiment showed that overexpressed fruits had a higher activity of pectate lyase from the breaking stage and a lower level of covalently bound pectin, ionically bound pectin, cellulose, and hemicellulose and a higher level of water-soluble pectin at the red ripe stage, which resulted in a significantly reduced skin break force and flesh firmness and increased fruit cracking incidences. In conclusion, our results demonstrated that the cracking susceptibility of the grape berry is closely related to cell wall disassembly events and VvPL1 plays an important role in fruit cracking.
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Affiliation(s)
- Jun Yu
- College of Horticulture, Hunan Agricultural University, Nongda Road No. 1, Furong District, Changsha410128, Hunan, China
- College of Agriculture and Biotechnology, Hunan University of Humanities, Science and Technology, Loudi417000, Hunan, China
| | - Rong Wang
- College of Horticulture, Hunan Agricultural University, Nongda Road No. 1, Furong District, Changsha410128, Hunan, China
| | - Wentao Ma
- College of Horticulture, Hunan Agricultural University, Nongda Road No. 1, Furong District, Changsha410128, Hunan, China
| | - Shumin Lei
- College of Horticulture, Hunan Agricultural University, Nongda Road No. 1, Furong District, Changsha410128, Hunan, China
| | - Mingtao Zhu
- College of Agriculture and Biotechnology, Hunan University of Humanities, Science and Technology, Loudi417000, Hunan, China
| | - Guoshun Yang
- College of Horticulture, Hunan Agricultural University, Nongda Road No. 1, Furong District, Changsha410128, Hunan, China
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11
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Mhetre VB, Patel V, Singh S, Mishra GP, Verma M, Kumar C, Dahuja A, Kumar S, Singh R, Wasim Siddiqui M. Unraveling the pathways influencing the berry color and firmness of grapevine cv. Flame Seedless treated with bioregulators using biochemical and RNA-Seq analysis under semi-arid subtropics. FOOD CHEMISTRY: MOLECULAR SCIENCES 2022; 5:100116. [PMID: 35818381 PMCID: PMC9270244 DOI: 10.1016/j.fochms.2022.100116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 06/11/2022] [Accepted: 06/18/2022] [Indexed: 11/27/2022]
Affiliation(s)
- Vishal B. Mhetre
- Division of Fruits and Horticultural Technology, ICAR- Indian Agricultural Research Institute, New Delhi 110012, India
| | - V.B. Patel
- Division of Fruits and Horticultural Technology, ICAR- Indian Agricultural Research Institute, New Delhi 110012, India
- Corresponding author.
| | - S.K. Singh
- Division of Fruits and Horticultural Technology, ICAR- Indian Agricultural Research Institute, New Delhi 110012, India
| | - Gyan P. Mishra
- Division of Genetics, ICAR- Indian Agricultural Research Institute, New Delhi 110012, India
| | - M.K. Verma
- Division of Fruits and Horticultural Technology, ICAR- Indian Agricultural Research Institute, New Delhi 110012, India
| | - Chavlesh Kumar
- Division of Fruits and Horticultural Technology, ICAR- Indian Agricultural Research Institute, New Delhi 110012, India
| | - Anil Dahuja
- Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Sanjeev Kumar
- ICAR-Indian Agricultural Statistics Research Institute, New Delhi 110012, India
| | - Rakesh Singh
- ICAR-National Bureau of Plant Genetic Resources, New Delhi 110012, India
| | - M. Wasim Siddiqui
- Department of Food Science and Postharvest Technology, Bihar Agricultural University, Sabour 813210, Bhagalpur, Bihar, India
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12
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Chen H, Cheng J, Huang Y, Kong Q, Bie Z. Comparative analysis of sugar, acid, and volatile compounds in CPPU-treated and honeybee-pollinated melon fruits during different developmental stages. Food Chem 2022; 401:134072. [DOI: 10.1016/j.foodchem.2022.134072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 08/25/2022] [Accepted: 08/28/2022] [Indexed: 10/14/2022]
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13
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Liu S, Shan B, Zhou X, Gao W, Liu Y, Zhu B, Sun L. Transcriptome and Metabolomics Integrated Analysis Reveals Terpene Synthesis Genes Controlling Linalool Synthesis in Grape Berries. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2022; 70:9084-9094. [PMID: 35820041 DOI: 10.1021/acs.jafc.2c00368] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
In this study, four hybrids from the cross between "Italia" and "Tamina" grapes were chosen to investigate their distinct monoterpenoids patterns and candidate genes involved. Monoterpenoid profiles and transcriptome data were generated at four berry developmental stages. Trans-rose oxide, cis-rose oxide, citronellol, neral, nerol, nerol oxide, geraniol, geranial, geranic acid, and cis-isogeraniol were the dominant compounds in R250 hybrid, while linalool, hotrienol, linalool oxide pyranoside, and cis-furan linalool oxide were the main compounds in R77 hybrid. Six TPS-g subfamily genes were found related with the contents of linalool and its related monoterpenoids by weighted gene coexpression network analysis (WGCNA) and phylogenetic analysis. Among them, TPS59 was cloned and functionally verified by transient overexpression in the leaves of Vitis quinquangularis. Meanwhile, NAC (newGene_195), C2C2-GATA (VIT_15s0021g02510), and bHLH (VIT_14s0128g00110) were selected as candidate transcription factors (TFs) that could regulate the expression of the six TPS-b genes. These data enhanced our understanding on the regulation of monoterpenoid biosynthesis in grapes.
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Affiliation(s)
- Songyu Liu
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, Beijing Forestry University, No. 35 Tsinghua East Road, Beijing 100083, China
- Beijing Key Laboratory of Forestry Food Processing and Safety, Department of Food Science and Engineering, College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing 100083, China
- Institute of Forestry and Pomology, Beijing Academy of Agricultural and Forestry Sciences, Rui-Wang-Fen, Minzhuang Road, Beijing 100093, China
| | - Bingqi Shan
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, Beijing Forestry University, No. 35 Tsinghua East Road, Beijing 100083, China
- Beijing Key Laboratory of Forestry Food Processing and Safety, Department of Food Science and Engineering, College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing 100083, China
- Institute of Forestry and Pomology, Beijing Academy of Agricultural and Forestry Sciences, Rui-Wang-Fen, Minzhuang Road, Beijing 100093, China
| | - Xiaomiao Zhou
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, Beijing Forestry University, No. 35 Tsinghua East Road, Beijing 100083, China
- Beijing Key Laboratory of Forestry Food Processing and Safety, Department of Food Science and Engineering, College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing 100083, China
- Institute of Forestry and Pomology, Beijing Academy of Agricultural and Forestry Sciences, Rui-Wang-Fen, Minzhuang Road, Beijing 100093, China
| | - Wenping Gao
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, Beijing Forestry University, No. 35 Tsinghua East Road, Beijing 100083, China
- Beijing Key Laboratory of Forestry Food Processing and Safety, Department of Food Science and Engineering, College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing 100083, China
| | - Yaran Liu
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, Beijing Forestry University, No. 35 Tsinghua East Road, Beijing 100083, China
- Beijing Key Laboratory of Forestry Food Processing and Safety, Department of Food Science and Engineering, College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing 100083, China
| | - Baoqing Zhu
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, Beijing Forestry University, No. 35 Tsinghua East Road, Beijing 100083, China
- Beijing Key Laboratory of Forestry Food Processing and Safety, Department of Food Science and Engineering, College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing 100083, China
| | - Lei Sun
- Institute of Forestry and Pomology, Beijing Academy of Agricultural and Forestry Sciences, Rui-Wang-Fen, Minzhuang Road, Beijing 100093, China
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14
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Lazazzara V, Avesani S, Robatscher P, Oberhuber M, Pertot I, Schuhmacher R, Perazzolli M. Biogenic volatile organic compounds in the grapevine response to pathogens, beneficial microorganisms, resistance inducers, and abiotic factors. JOURNAL OF EXPERIMENTAL BOTANY 2022; 73:529-554. [PMID: 34409450 DOI: 10.1093/jxb/erab367] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Accepted: 08/04/2021] [Indexed: 06/13/2023]
Abstract
The synthesis of volatile organic compounds (VOCs) in plants is triggered in response to external stimuli, and these compounds can migrate to distal tissues and neighbouring receivers. Although grapevine VOCs responsible for wine aroma and plant-insect communications are well characterized, functional properties of VOCs produced in response to phytopathogens, beneficial microorganisms, resistance inducers, and abiotic factors have been less studied. In this review, we focused on the emission patterns and potential biological functions of VOCs produced by grapevines in response to stimuli. Specific grapevine VOCs are emitted in response to the exogenous stimulus, suggesting their precise involvement in plant defence response. VOCs with inhibitory activities against pathogens and responsible for plant resistance induction are reported, and some of them can also be used as biomarkers of grapevine resistance. Likewise, VOCs produced in response to beneficial microorganisms and environmental factors are possible mediators of grapevine-microbe communications and abiotic stress tolerance. Although further functional studies may improve our knowledge, the existing literature suggests that VOCs have an underestimated potential application as pathogen inhibitors, resistance inducers against biotic or abiotic stresses, signalling molecules, membrane stabilizers, and modulators of reactive oxygen species. VOC patterns could also be used to screen for resistant traits or to monitor the plant physiological status.
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Affiliation(s)
- Valentina Lazazzara
- Research and Innovation Centre, Fondazione Edmund Mach, Via E. Mach 1, 38098 San Michele all'Adige, Italy
| | - Sara Avesani
- Research and Innovation Centre, Fondazione Edmund Mach, Via E. Mach 1, 38098 San Michele all'Adige, Italy
- Center for Agriculture Food Environment (C3A), University of Trento, Via E. Mach 1, 38098 San Michele all'Adige, Italy
- Laboratory for Flavours and Metabolites, Laimburg Research Centre, Laimburg 6, Pfatten (Vadena), 39040 Auer (Ora), Italy
| | - Peter Robatscher
- Laboratory for Flavours and Metabolites, Laimburg Research Centre, Laimburg 6, Pfatten (Vadena), 39040 Auer (Ora), Italy
| | - Michael Oberhuber
- Laboratory for Flavours and Metabolites, Laimburg Research Centre, Laimburg 6, Pfatten (Vadena), 39040 Auer (Ora), Italy
| | - Ilaria Pertot
- Research and Innovation Centre, Fondazione Edmund Mach, Via E. Mach 1, 38098 San Michele all'Adige, Italy
- Center for Agriculture Food Environment (C3A), University of Trento, Via E. Mach 1, 38098 San Michele all'Adige, Italy
| | - Rainer Schuhmacher
- Institute of Bioanalytics and Agro-Metabolomics, Department of Agrobiotechnology (IFA-Tulln), University of Natural Resources and Life Sciences, Vienna (BOKU), Konrad-Lorenz-Straße 20, 3430 Tulln, Austria
| | - Michele Perazzolli
- Research and Innovation Centre, Fondazione Edmund Mach, Via E. Mach 1, 38098 San Michele all'Adige, Italy
- Center for Agriculture Food Environment (C3A), University of Trento, Via E. Mach 1, 38098 San Michele all'Adige, Italy
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15
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Tyagi K, Maoz I, Kochanek B, Sela N, Lerno L, Ebeler SE, Lichter A. Cytokinin but not gibberellin application had major impact on the phenylpropanoid pathway in grape. HORTICULTURE RESEARCH 2021; 8:51. [PMID: 33642590 PMCID: PMC7917099 DOI: 10.1038/s41438-021-00488-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Revised: 01/05/2021] [Accepted: 01/11/2021] [Indexed: 05/27/2023]
Abstract
Cytokinin and gibberellic acid (GA) are growth regulators used to increase berry size in seedless grapes and it is of interest to understand their effects on the phenylpropanoid pathway and on ripening processes. GA3 and synthetic cytokinin forchlorfenuron (N-(2-chloro-4-pyridyl)-N'-phenylurea, CPPU) and their combination were applied to 6 mm diameter fruitlets of 'Sable Seedless', and berries were sampled 51 and 70 days (d) following application. All treatments increased berry size and delayed sugar accumulation and acid degradation with a stronger effect of CPPU. CPPU, but not GA, reduced berry color and the levels of anthocyanins. While CPPU reduced the levels of anthocyanins by more than 50%, the combined treatment of GA+CPPU reduced the levels by about 25% at 51 d. CPPU treatment had minor effects on flavonols content but increased the levels of monomeric flavan-3-ols by more than two-fold. Phloroglucinol analysis using HPLC showed that proanthocyanidin content was significantly increased by CPPU, whereas mean degree of polymerization was reduced from 26 to 19. Volatile analysis by GC-MS showed changes in composition with CPPU or GA treatment with potential impact on flavor. RNA-seq analysis showed that GA had a minor overall effect on the transcriptome whereas CPPU had pronounced effects on gene expression at both 51 and 70 d. Comparing the control and CPPU at similar Brix of ca. 19.7°, a reduced expression of stilbene synthases (STSs) including their regulators MYB14 and MYB15, and other phenylpropanoid-related genes was observed in CPPU-treated grapes. Overall, our study shows that CPPU had a major influence on the phenylpropanoid pathway and affected multiple ripening-related processes.
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Affiliation(s)
- Kamal Tyagi
- Department of Postharvest Science, Agricultural Research Organization, The Volcani Center, Rishon LeZion, Israel
- Department of Viticulture and Enology, University of California, Davis, CA, 95616, USA
| | - Itay Maoz
- Department of Postharvest Science, Agricultural Research Organization, The Volcani Center, Rishon LeZion, Israel
| | - Bettina Kochanek
- Department of Postharvest Science, Agricultural Research Organization, The Volcani Center, Rishon LeZion, Israel
| | - Noa Sela
- Department of Plant Pathology, Agricultural Research Organization, The Volcani Center, Rishon LeZion, Israel
| | - Larry Lerno
- Department of Viticulture and Enology, University of California, Davis, CA, 95616, USA
- Food Safety and Measurement Facility, University of California, Davis, CA, 95616, USA
| | - Susan E Ebeler
- Department of Viticulture and Enology, University of California, Davis, CA, 95616, USA
| | - Amnon Lichter
- Department of Postharvest Science, Agricultural Research Organization, The Volcani Center, Rishon LeZion, Israel.
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16
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Wang W, Feng J, Wei L, Khalil-Ur-Rehman M, Nieuwenhuizen NJ, Yang L, Zheng H, Tao J. Transcriptomics Integrated with Free and Bound Terpenoid Aroma Profiling during "Shine Muscat" ( Vitis labrusca × V. vinifera) Grape Berry Development Reveals Coordinate Regulation of MEP Pathway and Terpene Synthase Gene Expression. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2021; 69:1413-1429. [PMID: 33481572 DOI: 10.1021/acs.jafc.0c06591] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Terpenes and their derivatives are important biomarkers of grape quality as they contribute to the flavor and aroma of grapes. However, the molecular basis of terpene biosynthesis throughout the grapevine phenological developmental cycle remains elusive. Our current study investigates the free and bound terpene biosynthesis of berries at different phenological stages from preveraison to harvest. Detailed gene expression (transcriptomics) analysis, terpenoid volatile production by gas chromatography-mass spectrometry (GC-MS), and in planta transient expression were employed. Our results show that concentrations of most individual terpenes at different stages are distinctive and increase from preveraison to the veraison stage followed by a decrease from veraison to maturity. The combined transcriptomic analysis and terpene profiling revealed that 22 genes belonging to the MEP pathway and multiple classes of transcription factor family members including bHLH and several hormone biosynthesis- or signaling-related genes likely participate in the regulation of terpenoid biosynthesis according to their specific expression patterns in berries. Quantitative real-time polymerase chain expression analysis of 8 key differentially expressed genes in MEP pathways and further 12 randomly selected genes was performed during 8 sampling stages and validated the RNA-seq-derived expression profiles. To further confirm the function of a subset of the differentially expressed genes, we investigated the effects of combined overexpression of 1-deoxy-d-xylulose-5-phosphate synthase (VvDXS1-LOC100249323), 1-deoxy-d-xylulose-5-phosphate reductoisomerase (VvDXR-LOC100248516), and terpene synthase (VvTPS56-LOC100266449) on the production of terpenes by transient overexpression in Nicotiana benthamiana leaves. The overall developmental patterns of total terpenes and gene expression profiles will help guide the functional analyses of further candidate genes important for terpene biosynthesis of grape as well as identifying the master transcriptional and hormonal regulators of this pathway in the future.
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Affiliation(s)
- Wu Wang
- College of Horticulture, Nanjing Agricultural University, 210095 Nanjing, China
| | - Jiao Feng
- College of Horticulture, Nanjing Agricultural University, 210095 Nanjing, China
| | - Lingling Wei
- College of Horticulture, Nanjing Agricultural University, 210095 Nanjing, China
| | | | - Niels J Nieuwenhuizen
- The New Zealand Institute for Plant and Food Research Ltd (PFR), Private Bag 92169 Auckland, New Zealand
| | - Lina Yang
- Division of Plant and Soil Sciences, West Virginia University, 3425 New Agricultural Sciences Building, 26506-6201 Morgantown, West Virginia, United States
| | - Huan Zheng
- College of Horticulture, Nanjing Agricultural University, 210095 Nanjing, China
| | - Jianmin Tao
- College of Horticulture, Nanjing Agricultural University, 210095 Nanjing, China
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17
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Jia H, Zhang Z, Sadeghnezhad E, Pang Q, Li S, Pervaiz T, Su Z, Dong T, Fang J, Jia H. Demethylation alters transcriptome profiling of buds and leaves in 'Kyoho' grape. BMC PLANT BIOLOGY 2020; 20:544. [PMID: 33276735 PMCID: PMC7716455 DOI: 10.1186/s12870-020-02754-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 11/24/2020] [Indexed: 05/23/2023]
Abstract
BACKGROUND Grape buds and leaves are directly associated with the physiology and metabolic activities of the plant, which is monitored by epigenetic modifications induced by environment and endogenous factors. Methylation is one of the epigenetic regulators that could be involved in DNA levels and affect gene expression in response to stimuli. Therefore, changes of gene expression profile in leaves and bud through inhibitors of DNA methylation provide a deep understanding of epigenetic effects in regulatory networks. RESULTS In this study, we carried out a transcriptome analysis of 'Kyoho' buds and leaves under 5-azacytidine (5-azaC) exposure and screened a large number of differentially expressed genes (DEGs). GO and KEGG annotations showed that they are mainly involved in photosynthesis, flavonoid synthesis, glutathione metabolism, and other metabolic processes. Functional enrichment analysis also provided a holistic perspective on the transcriptome profile when 5-azaC bound to methyltransferase and induced demethylation. Enrichment analysis of transcription factors (TFs) also showed that the MYB, C2H2, and bHLH families are involved in the regulation of responsive genes under epigenetic changes. Furthermore, hormone-related genes have also undergone significant changes, especially gibberellin (GA) and abscisic acid (ABA)-related genes that responded to bud germination. We also used protein-protein interaction network to determine hub proteins in response to demethylation. CONCLUSIONS These findings provide new insights into the establishment of molecular regulatory networks according to how methylation as an epigenetic modification alters transcriptome patterns in bud and leaves of grape.
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Affiliation(s)
- Haoran Jia
- Key Laboratory of Genetics and Fruit Development, College of Horticultural, Nanjing Agricultural University, Nanjing, China
| | - Zibo Zhang
- Key Laboratory of Genetics and Fruit Development, College of Horticultural, Nanjing Agricultural University, Nanjing, China
| | - Ehsan Sadeghnezhad
- Key Laboratory of Genetics and Fruit Development, College of Horticultural, Nanjing Agricultural University, Nanjing, China
| | - Qianqian Pang
- Key Laboratory of Genetics and Fruit Development, College of Horticultural, Nanjing Agricultural University, Nanjing, China
| | - Shangyun Li
- Key Laboratory of Genetics and Fruit Development, College of Horticultural, Nanjing Agricultural University, Nanjing, China
| | - Tariq Pervaiz
- Key Laboratory of Genetics and Fruit Development, College of Horticultural, Nanjing Agricultural University, Nanjing, China
| | - Ziwen Su
- Key Laboratory of Genetics and Fruit Development, College of Horticultural, Nanjing Agricultural University, Nanjing, China
| | - Tianyu Dong
- Key Laboratory of Genetics and Fruit Development, College of Horticultural, Nanjing Agricultural University, Nanjing, China
| | - Jinggui Fang
- Key Laboratory of Genetics and Fruit Development, College of Horticultural, Nanjing Agricultural University, Nanjing, China.
- China Wine Industry Technology Institute, Yinchuan, China.
| | - Haifeng Jia
- Key Laboratory of Genetics and Fruit Development, College of Horticultural, Nanjing Agricultural University, Nanjing, China.
- China Wine Industry Technology Institute, Yinchuan, China.
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18
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Yu J, Zhu M, Bai M, Xu Y, Fan S, Yang G. Effect of calcium on relieving berry cracking in grape ( Vitis vinifera L.) 'Xiangfei'. PeerJ 2020; 8:e9896. [PMID: 32983645 PMCID: PMC7500324 DOI: 10.7717/peerj.9896] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 08/17/2020] [Indexed: 12/15/2022] Open
Abstract
Fruit cracking is a physiological disorder in many plant species that leads to severe economic losses. The aim of this study was to investigate the effect of calcium on fruit cracking and explore the underlying mechanisms. We studied the effect of exogenous calcium on grape berry cracking, calcium absorbance and distribution, and cell wall metabolism in the cracking-susceptible cultivar ‘Xiangfei’. Calcium significantly reduced the frequency of fruit cracking, increased the break force of the berry skin, and stimulated storage of calcium. In addition, calcium increased the content of protopectin and inhibited the increase in content of water-soluble pectin, by regulating the transcription and activities of enzymes associated with cell wall metabolism. Taken together, the results indicated that dipping grape berries in calcium solution is effective in preventing fruit cracking by stimulating calcium uptake, inhibiting cell wall disassembly, and promoting cell wall strengthening.
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Affiliation(s)
- Jun Yu
- Hunan Agricultural University, Changsha, China.,Hunan University of Humanities, Science and Technology, Loudi, China.,Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, Changsha, China
| | - Mingtao Zhu
- Hunan Agricultural University, Changsha, China.,Hunan University of Humanities, Science and Technology, Loudi, China
| | - Miao Bai
- Hunan Agricultural University, Changsha, China.,Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, Changsha, China
| | - Yanshuai Xu
- Hunan Agricultural University, Changsha, China.,Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, Changsha, China
| | - Shaogang Fan
- Hunan Agricultural University, Changsha, China.,Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, Changsha, China
| | - Guoshun Yang
- Hunan Agricultural University, Changsha, China.,Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, Changsha, China
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19
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Luo M, Zhou X, Hao Y, Sun H, Zhou Q, Sun Y, Ji SJ. Methyl jasmonate pretreatment improves aroma quality of cold-stored 'Nanguo' pears by promoting ester biosynthesis. Food Chem 2020; 338:127846. [PMID: 32836001 DOI: 10.1016/j.foodchem.2020.127846] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 08/07/2020] [Accepted: 08/12/2020] [Indexed: 11/17/2022]
Abstract
Cold storage is widely used for delaying ripening and senescence; however, fruit aroma diminishes noticeably after long-term cold storage. The esters synthesized by the lipoxygenase (LOX) pathway are responsible for 'Nanguo' pear aroma. As methyl jasmonate (MeJA) is known to act on various fruit qualities, we investigated whether it acts via the LOX pathway in cold-stored 'Nanguo' pears. MeJA treatment increased the content of volatile esters and unsaturated fatty acids and the activities of alcohol acyltransferase, alcohol dehydrogenase, and LOX. It also up-regulated the expression of key genes (PuAAT, PuADH3, PuADH5, PuADH9, PuLOX1, and PuLOX3) in the LOX pathway and that of transcription factors (PuMYB21-like, PuMYB108-like, PuWRKY61, PuWRKY72, and PuWRKY31), whose genes were differentially expressed in preliminary transcriptome analysis. Therefore, considering its effects on LOX pathway-related genes and transcription factors, MeJA may be useful in preventing cold-storage-induced decline in ester biosynthesis, aroma, and consequently the quality of cold-stored 'Nanguo' pears.
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Affiliation(s)
- Manli Luo
- Department of Food Science, Shenyang Agricultural University, Shenyang 110866, PR China
| | - Xin Zhou
- Department of Food Science, Shenyang Agricultural University, Shenyang 110866, PR China
| | - Yi Hao
- Liao Ning Institute of Pomology, Yingkou 115009, PR China
| | - Huajun Sun
- Department of Food Science, Shenyang Agricultural University, Shenyang 110866, PR China
| | - Qian Zhou
- Department of Food Science, Shenyang Agricultural University, Shenyang 110866, PR China
| | - Yangyang Sun
- Department of Food Science, Shenyang Agricultural University, Shenyang 110866, PR China
| | - Shu-Juan Ji
- Department of Food Science, Shenyang Agricultural University, Shenyang 110866, PR China.
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20
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Wang W, Khalil-Ur-Rehman M, Wei LL, Nieuwenhuizen NJ, Zheng H, Tao JM. Effect of Thidiazuron on Terpene Volatile Constituents and Terpenoid Biosynthesis Pathway Gene Expression of Shine Muscat ( Vitis labrusca × V. vinifera) Grape Berries. Molecules 2020; 25:molecules25112578. [PMID: 32498235 PMCID: PMC7321343 DOI: 10.3390/molecules25112578] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 05/22/2020] [Accepted: 05/26/2020] [Indexed: 01/27/2023] Open
Abstract
Volatile compounds are considered to be essential for the flavor and aroma quality of grapes. Thidiazuron (TDZ) is a commonly used growth regulator in grape cultivation that stimulates larger berries and prevents fruit drop. This study was conducted to investigate the effect of TDZ on the production of aroma volatiles and to identify the key genes involved in the terpene biosynthesis pathways that are affected by this compound. Treatment with TDZ had a negative effect on the concentration of volatile compounds, especially on monoterpenes, which likely impacts the sensory characteristics of the fruit. The expression analysis of genes related to the monoterpenoid biosynthesis pathways confirmed that treatment with TDZ negatively regulated the key genes DXS1, DXS3, DXR, HDR, VvPNGer and VvPNlinNer1. Specifically, the expression levels of the aforementioned genes were down-regulated in almost all berry development stages in the TDZ-treated samples. The novel results from the present study can be used to aid in the development of food products which maintain the flavor quality and sensory characteristics of grape. Furthermore, these findings can provide the theoretical basis that can help to optimize the utilization of TDZ for the field production of grapes at a commercial scale.
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Affiliation(s)
- Wu Wang
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China; (W.W.); (M.K.-U.-R.); (L.-L.W.)
| | - Muhammad Khalil-Ur-Rehman
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China; (W.W.); (M.K.-U.-R.); (L.-L.W.)
| | - Ling-Ling Wei
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China; (W.W.); (M.K.-U.-R.); (L.-L.W.)
| | - Niels J. Nieuwenhuizen
- The New Zealand Institute for Plant and Food Research Ltd. (PFR), Private Bag 92169, Auckland 1142, New Zealand;
| | - Huan Zheng
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China; (W.W.); (M.K.-U.-R.); (L.-L.W.)
- Correspondence: (H.Z.); (J.-M.T.); Tel.: +86-150-7784-8993 (H.Z.); +86-139-0516-0976 (J.-M.T.)
| | - Jian-Min Tao
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China; (W.W.); (M.K.-U.-R.); (L.-L.W.)
- Correspondence: (H.Z.); (J.-M.T.); Tel.: +86-150-7784-8993 (H.Z.); +86-139-0516-0976 (J.-M.T.)
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Li YM, Forney C, Bondada B, Leng F, Xie ZS. The Molecular Regulation of Carbon Sink Strength in Grapevine ( Vitis vinifera L.). FRONTIERS IN PLANT SCIENCE 2020; 11:606918. [PMID: 33505415 PMCID: PMC7829256 DOI: 10.3389/fpls.2020.606918] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Accepted: 12/08/2020] [Indexed: 05/17/2023]
Abstract
Sink organs, the net receivers of resources from source tissues, provide food and energy for humans. Crops yield and quality are improved by increased sink strength and source activity, which are affected by many factors, including sugars and hormones. With the growing global population, it is necessary to increase photosynthesis into crop biomass and yield on a per plant basis by enhancing sink strength. Sugar translocation and accumulation are the major determinants of sink strength, so understanding molecular mechanisms and sugar allocation regulation are conducive to develop biotechnology to enhance sink strength. Grapevine (Vitis vinifera L.) is an excellent model to study the sink strength mechanism and regulation for perennial fruit crops, which export sucrose from leaves and accumulates high concentrations of hexoses in the vacuoles of fruit mesocarp cells. Here recent advances of this topic in grape are updated and discussed, including the molecular biology of sink strength, including sugar transportation and accumulation, the genes involved in sugar mobilization and their regulation of sugar and other regulators, and the effects of hormones on sink size and sink activity. Finally, a molecular basis model of the regulation of sugar accumulation in the grape is proposed.
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Affiliation(s)
- You-Mei Li
- College of Horticulture and Plant Protection, Yangzhou University, Yangzhou, China
| | - Charles Forney
- Kentville Research and Development Centre, Agriculture and Agri-Food Canada, Kentville, NS, Canada
| | - Bhaskar Bondada
- Wine Science Center, Washington State University, Richland, WA, United States
| | - Feng Leng
- College of Horticulture and Plant Protection, Yangzhou University, Yangzhou, China
| | - Zhao-Sen Xie
- College of Horticulture and Plant Protection, Yangzhou University, Yangzhou, China
- *Correspondence: Zhao-Sen Xie,
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Wang J, Abbey T, Kozak B, Madilao LL, Tindjau R, Del Nin J, Castellarin SD. Evolution over the growing season of volatile organic compounds in Viognier (Vitis vinifera L.) grapes under three irrigation regimes. Food Res Int 2019; 125:108512. [DOI: 10.1016/j.foodres.2019.108512] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 06/14/2019] [Accepted: 06/21/2019] [Indexed: 12/21/2022]
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