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Song J, Campbell L, Vinqvist-Tymchuk M. Application of quantitative proteomics to investigate fruit ripening and eating quality. JOURNAL OF PLANT PHYSIOLOGY 2022; 276:153766. [PMID: 35921768 DOI: 10.1016/j.jplph.2022.153766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Revised: 06/30/2022] [Accepted: 07/09/2022] [Indexed: 06/15/2023]
Abstract
The consumption of fruit and vegetables play an important role in human nutrition, dietary diversity and health. Fruit and vegetable industries impart significant impact on our society, economy, and environment, contributing towards sustainable development in both developing and developed countries. The eating quality of fruit is determined by its appearance, color, firmness, flavor, nutritional components, and the absence of defects from physiological disorders. However, all of these components are affected by many pre- and postharvest factors that influence fruit ripening and senescence. Significant efforts have been made to maintain and improve fruit eating quality by expanding our knowledge of fruit ripening and senescence, as well as by controlling and reducing losses. Innovative approaches are required to gain better understanding of the management of eating quality. With completion of the genome sequence for many horticultural products in recent years and development of the proteomic research technique, quantitative proteomic research on fruit is changing rapidly and represents a complementary research platform to address how genetics and environment influence the quality attributes of various produce. Quantiative proteomic research on fruit is advancing from protein abundance and protein quantitation to gene-protein interactions and post-translational modifications of proteins that occur during fruit development, ripening and in response to environmental influences. All of these techniques help to provide a comprehensive understanding of eating quality. This review focuses on current developments in the field as well as limitations and challenges, both in broad term and with specific examples. These examples include our own research experience in applying quantitative proteomic techniques to identify and quantify the protein changes in association with fruit ripening, quality and development of disorders, as well as possible control mechanisms.
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Affiliation(s)
- Jun Song
- Agriculture and Agri-Food Canada. KRDC, Kentville Research and Development Centre, Kentville, Nova Scotia, B4N 1J5, Canada.
| | - Leslie Campbell
- Agriculture and Agri-Food Canada. KRDC, Kentville Research and Development Centre, Kentville, Nova Scotia, B4N 1J5, Canada
| | - Melinda Vinqvist-Tymchuk
- Agriculture and Agri-Food Canada. KRDC, Kentville Research and Development Centre, Kentville, Nova Scotia, B4N 1J5, Canada
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Chen S, Fan L, Song J, Zhang H, Doucette C, Hughes T, Campbell L. Quantitative proteomic analysis of Neosartorya pseudofischeri ascospores subjected to heat treatment. J Proteomics 2022; 252:104446. [PMID: 34883268 DOI: 10.1016/j.jprot.2021.104446] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 11/25/2021] [Accepted: 11/26/2021] [Indexed: 10/19/2022]
Abstract
Neosartorya pseudofischeri, a heat- resistant fungus, was isolated from contaminated blueberry juice in our laboratory. To obtain a better understanding of the cellular process of heat- resistant fungus, a quantitative proteomic investigation employing stable isotope labeling by peptide demethylation was conducted on changes in intracellular proteins of N. pseudofischeri ascospores subjected to heat treatment at 93 °C for 0, 1 or 8 min. In total, 811 proteins were identified and quantified. Using the normalized ratio of protein abundance, proteins that changed more than two- fold after heat treatment were identified as significantly increased or decreased proteins and grouped into four clusters based on their quantitative changes. Decreased proteins were found mainly involved in the central carbon metabolism, heat stress responses, reactive oxygen intermediates elimination and translation events. A group of proteins in relation to toxicant degradation and antibiotic neutralization linking to environmental adaptability and tolerance of heat- resistant, was also identified. These findings provide insights into protein changes of N. pseudofischeri ascospores and lay foundations for further investigations on heat- resistant molds using targeted quantitative approaches. SIGNIFICANCE OF THE RESEARCH: Heat- resistant fungi can survive pasteurization processes, and subsequently germinate and grow to cause spoilage of food products, leading to significant economic losses for the food industry and potential health risk for the consumers. To obtain a better understanding of the cellular process of heat- resistant fungi, a quantitative proteomic approach employing stable isotope labeling by peptide demethylation has been used to investigate the intracellular protein changes of N. pseudofischeri ascospores isolated from blueberry juice and subjected to heat treatment. 150 significantly changed proteins were grouped into four clusters based on their quantitative changes. The significant decrease in protein abundance in response to heat treatment revealed possible mechanism that N. pseudofischeri ascospores could survive the heat treatment. This is the first proteomic profile report for N. pseudofischeri. These findings provide insights into protein changes of N. pseudofischeri and lay foundations for further investigations on heat- resistant fungi using targeted quantitative approaches to evaluate the efficiency of thermal treatment for processed food products.
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Affiliation(s)
- Si Chen
- School of Food Science and Biotechnology, Zhejiang Gongshang University, Hangzhou, Zhejiang, China; Laboratory of aquatic product processing and quality safety, Marine Fisheries Research Institute of Zhejiang Province, Zhejiang, China
| | - Lihua Fan
- Kentville Research and Development Centre, Agriculture and Agri-Food Canada, 32 Main Street, Kentville, NS B4N 1J5, Canada.
| | - Jun Song
- Kentville Research and Development Centre, Agriculture and Agri-Food Canada, 32 Main Street, Kentville, NS B4N 1J5, Canada
| | - Hong Zhang
- School of Food Science and Biotechnology, Zhejiang Gongshang University, Hangzhou, Zhejiang, China.
| | - Craig Doucette
- Kentville Research and Development Centre, Agriculture and Agri-Food Canada, 32 Main Street, Kentville, NS B4N 1J5, Canada
| | - Timothy Hughes
- Kentville Research and Development Centre, Agriculture and Agri-Food Canada, 32 Main Street, Kentville, NS B4N 1J5, Canada
| | - Leslie Campbell
- Kentville Research and Development Centre, Agriculture and Agri-Food Canada, 32 Main Street, Kentville, NS B4N 1J5, Canada
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Song J, CampbellPalmer L, Vinqvist-Tymchuk M, Fillmore S, Forney C, Luo H, Zhang Z. Proteomic Changes in Antioxidant System in Strawberry During Ripening. FRONTIERS IN PLANT SCIENCE 2020; 11:594156. [PMID: 33424890 PMCID: PMC7785977 DOI: 10.3389/fpls.2020.594156] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Accepted: 11/27/2020] [Indexed: 05/12/2023]
Abstract
To investigate the strawberry antioxidant defense system during fruit ripening, a targeted quantitative proteomic approach using multiple reaction monitoring (MRM) was developed to investigate targeted proteins in the antioxidant enzyme system in strawberry fruit. We investigated 46 proteins and isoforms with 73 identified peptides which may be involved in this antioxidant enzyme system. Among the proteins that changed during ripening, aldo/keto reductase (AKR), superoxide dismutase (SOD) and glutathione transferase (GT) increased significantly, while dehydroascorbate reductase, 2-Cys peroxiredoxin, catalase (CAT), 1-Cys peroxiredoxin and L-ascorbate peroxidase (APX) decreased significantly. These results suggest that fruit ripening of strawberry activates the enzymes of an SOD/glutathione metabolism system. The methodologies used in this study will be useful for systematically characterizing the role of antioxidant enzymes in fruit ripening of other plants.
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Affiliation(s)
- Jun Song
- Agriculture and Agri-Food Canada, Kentville Research and Development Centre, Kentville, NS, Canada
| | - Leslie CampbellPalmer
- Agriculture and Agri-Food Canada, Kentville Research and Development Centre, Kentville, NS, Canada
| | - Mindy Vinqvist-Tymchuk
- Agriculture and Agri-Food Canada, Kentville Research and Development Centre, Kentville, NS, Canada
| | - Sherry Fillmore
- Agriculture and Agri-Food Canada, Kentville Research and Development Centre, Kentville, NS, Canada
| | - Charles Forney
- Agriculture and Agri-Food Canada, Kentville Research and Development Centre, Kentville, NS, Canada
| | - Honghui Luo
- College of Horticulture, South China Agriculture University, Guangzhou, China
| | - Zhaoqi Zhang
- College of Horticulture, South China Agriculture University, Guangzhou, China
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Chen M, Wang L, Dong H, Shao X, Wu D, Liu B, Zhang X, Chen C. Quantitative method for analysis of tobacco-specific N-nitrosamines in mainstream cigarette smoke by using heart-cutting two-dimensional liquid chromatography with tandem mass spectrometry. J Sep Sci 2017; 40:1920-1927. [PMID: 28266176 DOI: 10.1002/jssc.201601367] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2016] [Revised: 02/19/2017] [Accepted: 02/27/2017] [Indexed: 11/11/2022]
Abstract
A heart-cutting two dimensional liquid chromatography coupled with tandem mass spectrometry method was developed for the analysis of tobacco-specific N-nitrosamines (TSNAs) at low concentration level in Virginia-type cigarette smoke. A strong cation exchange column was utilized for the first dimensional separation, which effectively removed acidic and neutral components in the smoke, followed by a reversed phase liquid chromatography coupled with tandem mass spectrometric analysis. To capture components of the TSNAs in the effluent on the trapping column, a compensating pump was applied for online dilution and pH adjustment during the period of the TSNAs fraction transferring and enrichment. Highly sensitive determination of the TSNAs in mainstream cigarette smoke was achieved by isotope deuterated internal standards under the multiple reaction monitoring mode. Compared with traditional methodologies, the method was almost no matrix interference. Limits of quantity for the TSNAs were within 0.027-0.094 ng/mL, and the results showed good reproducibility and accuracy. Finally, the new method was applied for analysis of the Kentucky reference cigarettes and the results agreed well with joint experiments of Cooperation Centre for Scientific Research Relative to Tobacco.
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Affiliation(s)
- Min Chen
- Department of Chemistry, Fudan University, Shanghai, P. R. China
- Technology Center, Shanghai Tobacco Group Co., Ltd., Shanghai, P. R. China
| | - Leijun Wang
- Technology Center, Shanghai Tobacco Group Co., Ltd., Shanghai, P. R. China
| | - Huizhong Dong
- Technology Center, Shanghai Tobacco Group Co., Ltd., Shanghai, P. R. China
| | - Xi Shao
- Department of Chemistry, Fudan University, Shanghai, P. R. China
| | - Da Wu
- Technology Center, Shanghai Tobacco Group Co., Ltd., Shanghai, P. R. China
| | - Baizhan Liu
- Technology Center, Shanghai Tobacco Group Co., Ltd., Shanghai, P. R. China
| | - Xiangmin Zhang
- Department of Chemistry, Fudan University, Shanghai, P. R. China
| | - Chaoying Chen
- Technology Center, Shanghai Tobacco Group Co., Ltd., Shanghai, P. R. China
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Kambiranda D, Basha SM, Singh RK, He H, Calvin K, Mercer R. In Depth Proteome Analysis of Ripening Muscadine Grape Berry cv. Carlos Reveals Proteins Associated with Flavor and Aroma Compounds. J Proteome Res 2016; 15:2910-23. [DOI: 10.1021/acs.jproteome.5b01064] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Devaiah Kambiranda
- Center for Viticulture and Small Fruit Research, Florida A&M University, 6505 Mahan Drive, Tallahassee, Florida 32317, United States
| | - Sheikh M. Basha
- Center for Viticulture and Small Fruit Research, Florida A&M University, 6505 Mahan Drive, Tallahassee, Florida 32317, United States
| | - Rakesh K. Singh
- Translational
Science Laboratory, Florida State University College of Medicine, 1115 W. Call Street, Tallahassee, Florida 32306, United States
| | - Huan He
- Institute
of Molecular Biophysics, 91 Chieftan Way, Florida State University, Tallahassee, Florida 32306, United States
| | - Kate Calvin
- Translational
Science Laboratory, Florida State University College of Medicine, 1115 W. Call Street, Tallahassee, Florida 32306, United States
| | - Roger Mercer
- Translational
Science Laboratory, Florida State University College of Medicine, 1115 W. Call Street, Tallahassee, Florida 32306, United States
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Du L, Song J, Forney C, Palmer LC, Fillmore S, Zhang Z. Proteome changes in banana fruit peel tissue in response to ethylene and high-temperature treatments. HORTICULTURE RESEARCH 2016; 3:16012. [PMID: 27162640 PMCID: PMC4846988 DOI: 10.1038/hortres.2016.12] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2016] [Revised: 02/26/2016] [Accepted: 02/26/2016] [Indexed: 05/04/2023]
Abstract
Banana (Musa AAA group) is one of the most consumed fruits in the world due to its flavor and nutritional value. As a typical climacteric fruit, banana responds to ethylene treatment, which induces rapid changes of color, flavor (aroma and taste), sweetness and nutritional composition. It has also been reported that ripening bananas at temperatures above 24 °C inhibits chlorophyll breakdown and color formation but increases the rate of senescence. To gain fundamental knowledge about the effects of high temperature and ethylene on banana ripening, a quantitative proteomic study employing multiplex peptide stable isotope dimethyl labeling was conducted. In this study, green (immature) untreated banana fruit were subjected to treatment with 10 μL L(-1) of ethylene for 24 h. After ethylene treatment, treated and untreated fruit were stored at 20 or 30 °C for 24 h. Fruit peel tissues were then sampled after 0 and 1 day of storage, and peel color and chlorophyll fluorescence were evaluated. Quantitative proteomic analysis was conducted on the fruit peels after 1 day of storage. In total, 413 common proteins were identified and quantified from two biological replicates. Among these proteins, 91 changed significantly in response to ethylene and high-temperature treatments. Cluster analysis on these 91 proteins identified 7 groups of changed proteins. Ethylene treatment and storage at 20 °C induced 40 proteins that are correlated with pathogen resistance, cell wall metabolism, ethylene biosynthesis, allergens and ribosomal proteins, and it repressed 36 proteins that are associated with fatty acid and lipid metabolism, redox-oxidative responses, and protein biosynthesis and modification. Ethylene treatment and storage at 30 °C induced 32 proteins, which were mainly similar to those in group 1 but also included 8 proteins in group 3 (identified as chitinase, cinnamyl alcohol dehydrogenase 1, cysteine synthase, villin-2, leucine-transfer RNA ligase, CP47 protein and calmodulin) and repressed 43 proteins in 4 groups (groups 4-7), of which 6 were associated with photosynthesis II oxygen-evolving protein, the photosynthesis I reaction center, sugar metabolism, the redox-oxidative system and fatty acid metabolism. Differences in the response to ethylene and holding temperature at 30 °C were also revealed and have been discussed. The identities and quantities of the proteins found were linked with quality changes. This study demonstrates that ethylene and high temperature influence banana fruit ripening and senescence at the proteomic level and reveals the mechanisms by which high temperature accelerates banana fruit ripening.
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Affiliation(s)
- Lina Du
- College of Horticulture, South China Agricultural University, GuangZhou, China
| | - Jun Song
- Agriculture and Agri-Food Canada, Atlantic Food and Horticulture Research Centre, 32 Main St., Kentville, Nova Scotia B4N 1J5, Canada
| | - Charles Forney
- Agriculture and Agri-Food Canada, Atlantic Food and Horticulture Research Centre, 32 Main St., Kentville, Nova Scotia B4N 1J5, Canada
| | - Leslie Campbell Palmer
- Agriculture and Agri-Food Canada, Atlantic Food and Horticulture Research Centre, 32 Main St., Kentville, Nova Scotia B4N 1J5, Canada
| | - Sherry Fillmore
- Agriculture and Agri-Food Canada, Atlantic Food and Horticulture Research Centre, 32 Main St., Kentville, Nova Scotia B4N 1J5, Canada
| | - ZhaoQi Zhang
- College of Horticulture, South China Agricultural University, GuangZhou, China
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Song J, Du L, Li L, Palmer LC, Forney CF, Fillmore S, Zhang Z, Li X. Targeted quantitative proteomic investigation employing multiple reaction monitoring on quantitative changes in proteins that regulate volatile biosynthesis of strawberry fruit at different ripening stages. J Proteomics 2015; 126:288-95. [PMID: 26087350 DOI: 10.1016/j.jprot.2015.06.004] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2015] [Revised: 05/12/2015] [Accepted: 06/03/2015] [Indexed: 11/18/2022]
Abstract
A targeted quantitative proteomic investigation employing the multiple reaction monitoring (MRM, SRM) technique was conducted on strawberry fruit at different development stages. We investigated 22 proteins and isoforms from 32 peptides with 111 peptide transitions, which may be involved in the volatile aroma biosynthesis pathway. The normalized protein abundance was significantly changed in coincidence with increased volatile production and advanced fruit maturities. Among them, alcohol acyltransferase (AAT), quinone oxidoreductase (QR), malonyl Co-A decarboxylase, (MLYCD), pyruvate decarboxylase (PDC), acetyl Co-A carboxylase (ACCase), and acyl Co-A synthetase (ACAs) were increased significantly. Several alcohol dehydrogenases (ADHs), and 3-oxoacyl-ACP synthase were significantly decreased. Furthermore, the expression of seven genes related to strawberry volatile production was also investigated using real-time qPCR. Among the tested genes, QR, AAT, ACCase, OMT, PDC and ADH showed increased up-regulation during fruit ripening, while 3-isopropylmalate dehydrogenase (IMD) decreased. Strong correlation between quantitative proteomic data and gene expression suggested that AAT, QR, ACCase, and PDC played critical roles in volatile biosynthesis of strawberry during fruit ripening. Poor correlation between protein abundance and gene expression of ADH was found.
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Affiliation(s)
- Jun Song
- Agriculture and Agri-Food Canada, Atlantic Food and Horticulture Research Centre, Kentville, Nova Scotia B4N 1J5 Canada.
| | - Lina Du
- College of Horticulture, South China Agriculture University, Guangzhou, China
| | - Li Li
- Key Laboratory of Food Nutrition and Safety (Ministry of Education), Tianjin University of Science and Technology, Tianjin 300457, China
| | - Leslie Campbell Palmer
- Agriculture and Agri-Food Canada, Atlantic Food and Horticulture Research Centre, Kentville, Nova Scotia B4N 1J5 Canada
| | - Charles F Forney
- Agriculture and Agri-Food Canada, Atlantic Food and Horticulture Research Centre, Kentville, Nova Scotia B4N 1J5 Canada
| | - Sherry Fillmore
- Agriculture and Agri-Food Canada, Atlantic Food and Horticulture Research Centre, Kentville, Nova Scotia B4N 1J5 Canada
| | - ZhaoQi Zhang
- College of Horticulture, South China Agriculture University, Guangzhou, China
| | - XiHong Li
- Key Laboratory of Food Nutrition and Safety (Ministry of Education), Tianjin University of Science and Technology, Tianjin 300457, China
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Song J, Du L, Li L, Kalt W, Palmer LC, Fillmore S, Zhang Y, Zhang Z, Li X. Quantitative changes in proteins responsible for flavonoid and anthocyanin biosynthesis in strawberry fruit at different ripening stages: A targeted quantitative proteomic investigation employing multiple reaction monitoring. J Proteomics 2015; 122:1-10. [DOI: 10.1016/j.jprot.2015.03.017] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2014] [Revised: 02/21/2015] [Accepted: 03/06/2015] [Indexed: 11/29/2022]
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Lai S, Zhang J, Zhang Y, Chen Q, Huang B, Ren Y. A combined tryptic peptide and winged peptide internal standard approach for the determination of α-lactalbumin in dairy products by ultra high performance liquid chromatography with tandem mass spectrometry. J Sep Sci 2015; 38:1800-6. [DOI: 10.1002/jssc.201401279] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2014] [Revised: 02/09/2015] [Accepted: 02/24/2015] [Indexed: 11/08/2022]
Affiliation(s)
- Shiyun Lai
- Zhejiang Provincial Center for Disease Control and Prevention; Hangzhou China
- Zhejiang University of Technology; Hangzhou China
| | - Jingshun Zhang
- Zhejiang Provincial Center for Disease Control and Prevention; Hangzhou China
| | - Yu Zhang
- College of Biosystems Engineering and Food Science; Zhejiang University; Hangzhou China
| | - Qi Chen
- Zhejiang Provincial Center for Disease Control and Prevention; Hangzhou China
| | - Baifen Huang
- Zhejiang Provincial Center for Disease Control and Prevention; Hangzhou China
| | - Yiping Ren
- Zhejiang Provincial Center for Disease Control and Prevention; Hangzhou China
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