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Liu D, Yuan M, Wang Y, Zhang L, Yao W, Feng M. Integrated metabolome and transcriptome analysis of differences in quality of ripe Lycium barbarum L. fruits harvested at different periods. BMC PLANT BIOLOGY 2024; 24:82. [PMID: 38302892 PMCID: PMC10835843 DOI: 10.1186/s12870-024-04751-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Accepted: 01/16/2024] [Indexed: 02/03/2024]
Abstract
BACKGROUND Wolfberry is well-known for its high nutritional value and medicinal benefits. Due to the continuous ripening nature of Goji berries and the fact that they can be commercially harvested within a few weeks, their phytochemical composition may change during the harvesting process at different periods. RESULT The involved molecular mechanisms of difference in fruit quality of ripe Lycium barbarum L. harvested at four different periods were investigated by transcriptomic and metabolomics analyses for the first time. According to the results we obtained, it was found that the appearance quality of L. barbarum fruits picked at the beginning of the harvesting season was superior, while the accumulation of sugar substances in L. barbarum fruits picked at the end of the harvesting season was better. At the same time the vitamin C and carotenoids content of wolfberry fruits picked during the summer harvesting season were richer. Ascorbic acid, succinic acid, glutamic acid, and phenolic acids have significant changes in transcription and metabolism levels. Through the network metabolic map, we found that ascorbic acid, glutamic acid, glutamine and related enzyme genes were differentially accumulated and expressed in wolfberry fruits at different harvesting periods. Nevertheless, these metabolites played important roles in the ascorbate-glutathione recycling system. Ascorbic acid, phenolic substances and the ascorbate-glutathione recycling system have antioxidant effects, which makes the L. barbarum fruits harvested in the summer more in line with market demand and health care concepts. CONCLUSION This study laid the foundation for understanding the molecular regulatory mechanisms of quality differences of ripe wolfberry fruits harvested at different periods, and provides a theoretical basis for enhancing the quality of L. barbarum fruits.
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Affiliation(s)
- Deshuai Liu
- College of Enology and Horticulture, Ningxia University, Yinchuan, 750021, Ningxia, China
- Ningxia Key Laboratory of Modern Molecular Breeding of Dominant and Characteristic Crops, Yinchuan, 750021, Ningxia, China
| | - Miao Yuan
- College of Enology and Horticulture, Ningxia University, Yinchuan, 750021, Ningxia, China
| | - Ye Wang
- College of Enology and Horticulture, Ningxia University, Yinchuan, 750021, Ningxia, China
- Ningxia Key Laboratory of Modern Molecular Breeding of Dominant and Characteristic Crops, Yinchuan, 750021, Ningxia, China
| | - Li Zhang
- College of Enology and Horticulture, Ningxia University, Yinchuan, 750021, Ningxia, China
| | - Wenkong Yao
- College of Enology and Horticulture, Ningxia University, Yinchuan, 750021, Ningxia, China.
- Ningxia Modern Facility Horticulture Engineering Technology Research Center, Yinchuan, 750021, Ningxia, China.
- Ningxia Key Laboratory of Modern Molecular Breeding of Dominant and Characteristic Crops, Yinchuan, 750021, Ningxia, China.
| | - Mei Feng
- College of Enology and Horticulture, Ningxia University, Yinchuan, 750021, Ningxia, China.
- Ningxia Modern Facility Horticulture Engineering Technology Research Center, Yinchuan, 750021, Ningxia, China.
- Ningxia Key Laboratory of Modern Molecular Breeding of Dominant and Characteristic Crops, Yinchuan, 750021, Ningxia, China.
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Breniere T, Fanciullino AL, Dumont D, Le Bourvellec C, Riva C, Borel P, Landrier JF, Bertin N. Effect of long-term deficit irrigation on tomato and goji berry quality: from fruit composition to in vitro bioaccessibility of carotenoids. FRONTIERS IN PLANT SCIENCE 2024; 15:1339536. [PMID: 38328704 PMCID: PMC10847359 DOI: 10.3389/fpls.2024.1339536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 01/08/2024] [Indexed: 02/09/2024]
Abstract
Drought is a persistent challenge for horticulture, affecting various aspects of fruit development and ultimately fruit quality, but the effect on nutritional value has been under-investigated. Here, fruit quality was studied on six tomato genotypes and one goji cultivar under deficit irrigation (DI), from fruit composition to in vitro bioaccessibility of carotenoids. For both species, DI concentrated most health-related metabolites in fresh fruit. On a dry mass basis, DI increased total phenolic and sugar concentration, but had a negative or insignificant impact on fruit ascorbic acid, organic acid, and alcohol-insoluble matter contents. DI also reduced total carotenoids content in tomato (-18.7% on average), especially β-carotene (-32%), but not in goji berry DW (+15.5% and +19.6%, respectively). DI reduced the overall in vitro bioaccessibility of carotenoids to varying degrees depending on the compound and plant species. Consequently, mixed micelles produced by digestion of fruits subjected to DI contained either the same or lesser quantities of carotenoids, even though fresh fruits could contain similar or higher quantities. Thus, DI effects on fruit composition were species and genotype dependent, but an increase in the metabolite concentration did not necessarily translate into greater bioaccessibility potentially due to interactions with the fruit matrix.
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Affiliation(s)
- Thomas Breniere
- INRAE, PSH UR1115, Avignon, France
- Aix-Marseille Université, INSERM, INRAE, C2VN, Marseille, France
- Avignon Université, UPR4278 LaPEC, Avignon, France
| | - Anne-Laure Fanciullino
- INRAE, PSH UR1115, Avignon, France
- Univ Angers, Institut Agro, INRAE, IRHS, SFR QUASAV, Angers, France
| | | | | | | | - Patrick Borel
- Aix-Marseille Université, INSERM, INRAE, C2VN, Marseille, France
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Yang W, Jiang T, Wang Y, Wang X, Wang R. Combined Transcriptomics and Metabolomics Analysis Reveals the Effect of Selenium Fertilization on Lycium barbarum Fruit. Molecules 2023; 28:8088. [PMID: 38138577 PMCID: PMC10745541 DOI: 10.3390/molecules28248088] [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: 09/17/2023] [Revised: 12/09/2023] [Accepted: 12/12/2023] [Indexed: 12/24/2023] Open
Abstract
As a beneficial nutrient and essential trace element, selenium plays a significant role in plant growth functions and human protein biosynthesis. Plant selenium enrichment is mainly obtained from both natural soil and exogenous selenium supplementation, while human beings consume selenium-enriched foods for the purposes of selenium supplementation. In this study, different types of selenium fertilizers were sprayed onto Lycium barbarum in Ningxia, and transcriptomics and metabolomics techniques were used to explore the effects of selenium on the fruit differentials and differential genes in Lycium barbarum. Taking the "Ning Qiyi No.1" wolfberry as the research object, sodium selenite, nano-selenium, and organic selenium were sprayed at a concentration of 100 mg·L-1 three times from the first fruiting period to the harvesting period, with a control treatment comprising the spraying of clear water. We determined the major metabolites and differential genes of the amino acids and derivatives, flavonoids, and alkaloids in ripe wolfberries. We found that spraying selenium significantly enhanced the Lycium barbarum metabolic differentiators; the most effective spray was the organic selenium, with 129 major metabolic differentiators and 10 common metabolic pathways screened after spraying. Nano-selenium was the next best fertilizer we screened, with 111 major metabolic differentiators, the same number as organic selenium in terms of differential genes and common metabolite pathways. Sodium selenite was the least effective of the three, with only 59 of its major metabolic differentials screened, but its differential genes and metabolites were enriched for five common pathways.
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Affiliation(s)
- Wenqin Yang
- College of Agronomy, Ningxia University, Yinchuan 750021, China; (W.Y.); (T.J.); (Y.W.)
| | - Tingting Jiang
- College of Agronomy, Ningxia University, Yinchuan 750021, China; (W.Y.); (T.J.); (Y.W.)
| | - Yaqi Wang
- College of Agronomy, Ningxia University, Yinchuan 750021, China; (W.Y.); (T.J.); (Y.W.)
| | - Xiaojing Wang
- Ningxia Research Institute of Quality Standards and Testing Technology of Agricultural Products, Yinchuan 750001, China
| | - Rui Wang
- College of Agronomy, Ningxia University, Yinchuan 750021, China; (W.Y.); (T.J.); (Y.W.)
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Wang J, Zhang H, Hou J, Yang E, Zhao L, Zhou Y, Ma W, Ma D, Li J. Metabolic Profiling and Molecular Mechanisms Underlying Melatonin-Induced Secondary Metabolism of Postharvest Goji Berry ( Lycium barbarum L.). Foods 2023; 12:4326. [PMID: 38231790 DOI: 10.3390/foods12234326] [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: 11/05/2023] [Revised: 11/25/2023] [Accepted: 11/27/2023] [Indexed: 01/19/2024] Open
Abstract
Postharvest decay of goji berries, mainly caused by Alternaria alternata, results in significant economic losses. To investigate the effects of melatonin (MLT) on resistance to Alternaria rot in goji berries, the fruits were immersed in the MLT solutions with varying concentrations (0, 25, 50, and 75 μmol L-1) and then inoculated with A. alternata. The results showed that the fruits treated with 50 μmol L-1 MLT exhibited the lowest disease incidence and least lesion diameter. Meanwhile, endogenous MLT in the fruits treated with 50 μmol L-1 MLT showed higher levels than in the control fruits during storage at 4 ± 0.5 °C. Further, the enzymatic activities and expressions of genes encoding peroxidase, phenylalanine ammonia-lyase, cinnamate 4-hydroxylase, 4-coumarate-CoA ligase, chalcone synthase, chalcone isomerase, and cinnamyl alcohol dehydrogenase were induced in the treated fruit during storage. UPLC-ESI-MS/MS revealed that secondary metabolites in the fruits on day 0, in order of highest to lowest levels, were rutin, p-coumaric acid, chlorogenic acid, ferulic acid, caffeic acid, naringenin, quercetin, kaempferol, and protocatechuic acid. MLT-treated fruits exhibited higher levels of secondary metabolites than the control. In conclusion, MLT treatment contributed to controlling the postharvest decay of goji fruit during storage by boosting endogenous MLT levels, thus activating the antioxidant system and secondary metabolism.
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Affiliation(s)
- Junjie Wang
- Key Laboratory of Storage and Processing of Plant Agro-Products, School of Biological Science and Engineering, North Minzu University, Yinchuan 750021, China
| | - Huaiyu Zhang
- Key Laboratory of Storage and Processing of Plant Agro-Products, School of Biological Science and Engineering, North Minzu University, Yinchuan 750021, China
- School of Food and Biological Engineering, Hefei University of Technology, Hefei 230601, China
| | - Jie Hou
- Key Laboratory of Storage and Processing of Plant Agro-Products, School of Biological Science and Engineering, North Minzu University, Yinchuan 750021, China
| | - En Yang
- Key Laboratory of Storage and Processing of Plant Agro-Products, School of Biological Science and Engineering, North Minzu University, Yinchuan 750021, China
| | - Lunaike Zhao
- Key Laboratory of Storage and Processing of Plant Agro-Products, School of Biological Science and Engineering, North Minzu University, Yinchuan 750021, China
| | - Yueli Zhou
- Key Laboratory of Storage and Processing of Plant Agro-Products, School of Biological Science and Engineering, North Minzu University, Yinchuan 750021, China
| | - Wenping Ma
- Key Laboratory of Storage and Processing of Plant Agro-Products, School of Biological Science and Engineering, North Minzu University, Yinchuan 750021, China
| | - Danmei Ma
- Key Laboratory of Storage and Processing of Plant Agro-Products, School of Biological Science and Engineering, North Minzu University, Yinchuan 750021, China
| | - Jiayi Li
- Key Laboratory of Storage and Processing of Plant Agro-Products, School of Biological Science and Engineering, North Minzu University, Yinchuan 750021, China
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Fatchurrahman D, Amodio ML, Colelli G. Quality of Goji Berry Fruit ( Lycium barbarum L.) Stored at Different Temperatures. Foods 2022; 11:foods11223700. [PMID: 36429292 PMCID: PMC9689676 DOI: 10.3390/foods11223700] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Revised: 11/06/2022] [Accepted: 11/16/2022] [Indexed: 11/19/2022] Open
Abstract
Goji berries are widely known for their outstanding nutritional and medicinal properties; they are usually found in the market as dried fruit or as juice because the fruit has a short shelf-life, and little information is available about its postharvest behavior at low temperatures. This study aimed to determine the storage performance of goji berry fruit by evaluating physicochemical, and sensorial attributes during storage at three different temperatures (0, 5, and 7 °C) for 12 days in a range that has not been extensively studied before. In addition, fruit respiration and ethylene production rates were also measured at the three temperatures. Fruit stored at 0 °C showed the lowest respiration rate and ethylene production (5.8 mg CO2 kg-1h-1 and 0.7 µg C2H4 kg-1h-1, respectively); however, at this temperature, the incidence and severity of pitting and electrolytic leakage were the highest. In contrast, 5 °C was found to be the best storage temperature for goji berry fruit; the fruit appeared fresh and healthy, had the highest scores during sensory analysis with an acceptable general impression, and had the lowest amount of damage attributable to chilling injury, with 17.1% fruit presenting with shriveling, 12.5% pitting, 6.7% mold, and 35% electrolytic leakage on day 9 of storage. Storage of goji berries at 7 °C resulted in the lowest marketability and the highest incidence of decay. Significant differences were also found in the phytochemical attributes, vitamin C content, soluble solid content (SSC), titratable acidity (TA), SSC/TA ratio, total polyphenol content, 2,2-diphenylpicrylhydrazy (DPPH), and anthocyanin content. This study revealed that a storage temperature of 5 °C for 9 days is recommended to maintain the quality of fresh goji berry. Thus, broadening the existing knowledge of the postharvest behavior of fresh goji berries; our results can help improve the commercial life of goji berries and ensure high-quality attributes throughout distribution.
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Liu Z, Cheng H, Li D, Zhu W, Huang T, Xiao M, Peng Z, Peng F, Guan Q, Xie M, Xiong T. Optimizing the fermentation conditions of fermented goji using sensory analysis and the biomass of
Lactiplantibacillus plantarum
NCU137. J FOOD PROCESS PRES 2022. [DOI: 10.1111/jfpp.16828] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Zhanggen Liu
- State Key Laboratory of Food Science & Technology Nanchang University Nanchang PR China
- School of Food Science & Technology Nanchang University Nanchang PR China
| | - Hao Cheng
- State Key Laboratory of Food Science & Technology Nanchang University Nanchang PR China
- School of Food Science & Technology Nanchang University Nanchang PR China
| | - Danyang Li
- State Key Laboratory of Food Science & Technology Nanchang University Nanchang PR China
- School of Food Science & Technology Nanchang University Nanchang PR China
| | - Wenhuan Zhu
- Food Science Program McGill University Montreal Quebec Canada
| | - Tao Huang
- State Key Laboratory of Food Science & Technology Nanchang University Nanchang PR China
- School of Food Science & Technology Nanchang University Nanchang PR China
| | - Muyan Xiao
- State Key Laboratory of Food Science & Technology Nanchang University Nanchang PR China
- School of Food Science & Technology Nanchang University Nanchang PR China
| | - Zhen Peng
- State Key Laboratory of Food Science & Technology Nanchang University Nanchang PR China
- School of Food Science & Technology Nanchang University Nanchang PR China
| | - Fei Peng
- State Key Laboratory of Food Science & Technology Nanchang University Nanchang PR China
- School of Food Science & Technology Nanchang University Nanchang PR China
| | - Qianqian Guan
- State Key Laboratory of Food Science & Technology Nanchang University Nanchang PR China
- School of Food Science & Technology Nanchang University Nanchang PR China
| | - Mingyong Xie
- State Key Laboratory of Food Science & Technology Nanchang University Nanchang PR China
- School of Food Science & Technology Nanchang University Nanchang PR China
| | - Tao Xiong
- State Key Laboratory of Food Science & Technology Nanchang University Nanchang PR China
- School of Food Science & Technology Nanchang University Nanchang PR China
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Ferysiuk K, Wójciak KM, Trząskowska M. Fortification of low‐nitrite canned pork with willow herb (
Epilobium angustifolium
L.). Int J Food Sci Technol 2022. [DOI: 10.1111/ijfs.15739] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Karolina Ferysiuk
- Department of Animal Food Technology Faculty of Food Science and Biotechnology University of Life Sciences in Lublin Skromna 8 Street 20‐704 Lublin Poland
| | - Karolina M. Wójciak
- Department of Animal Food Technology Faculty of Food Science and Biotechnology University of Life Sciences in Lublin Skromna 8 Street 20‐704 Lublin Poland
| | - Monika Trząskowska
- Institute of Human Nutrition Sciences Department of Food Gastronomy and Food Hygiene Chair of Food Hygiene and Quality Management Warsaw University of Life Sciences SGGW Nowoursynowska 159c 02‐776 Warsaw Poland
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Wang H, Han H, Rao P, Ke L, Zhou J, Ding W, Shang X. Preparation and characterization of Goji berry edible gel from its boiling water extract. J FOOD PROCESS PRES 2022. [DOI: 10.1111/jfpp.16122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Affiliation(s)
- Hailin Wang
- Food Nutrition Science Centre School of Food Science and Biotechnology Zhejiang Gongshang University Hangzhou China
| | - Huan Han
- Food Nutrition Science Centre School of Food Science and Biotechnology Zhejiang Gongshang University Hangzhou China
| | - Pingfan Rao
- Food Nutrition Science Centre School of Food Science and Biotechnology Zhejiang Gongshang University Hangzhou China
| | - Lijing Ke
- Food Nutrition Science Centre School of Food Science and Biotechnology Zhejiang Gongshang University Hangzhou China
| | - Jianwu Zhou
- Food Nutrition Science Centre School of Food Science and Biotechnology Zhejiang Gongshang University Hangzhou China
| | - Wei Ding
- Food Nutrition Science Centre School of Food Science and Biotechnology Zhejiang Gongshang University Hangzhou China
| | - Xiaoya Shang
- Beijing Key Laboratory of Bioactive Substance and Functional Foods Beijing Union University Beijing China
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Yeast Synthetic Biology for the Production of Lycium barbarum Polysaccharides. Molecules 2021; 26:molecules26061641. [PMID: 33804230 PMCID: PMC8000229 DOI: 10.3390/molecules26061641] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 03/09/2021] [Accepted: 03/12/2021] [Indexed: 12/17/2022] Open
Abstract
The fruit of Lycium barbarum L. (goji berry) is used as traditional Chinese medicine, and has the functions of immune regulation, anti-tumor, neuroprotection, anti-diabetes, and anti-fatigue. One of the main bioactive components is L. barbarum polysaccharide (LBP). Nowadays, LBP is widely used in the health market, and it is extracted from the fruit of L. barbarum. The planting of L. barbarum needs large amounts of fields, and it takes one year to harvest the goji berry. The efficiency of natural LBP production is low, and the LBP quality is not the same at different places. Goji berry-derived LBP cannot satisfy the growing market demands. Engineered Saccharomyces cerevisiae has been used for the biosynthesis of some plant natural products. Recovery of LBP biosynthetic pathway in L. barbarum and expression of them in engineered S. cerevisiae might lead to the yeast LBP production. However, information on LBP biosynthetic pathways and the related key enzymes of L. barbarum is still limited. In this review, we summarized current studies about LBP biosynthetic pathway and proposed the strategies to recover key enzymes for LBP biosynthesis. Moreover, the potential application of synthetic biology strategies to produce LBP using engineered S. cerevisiae was discussed.
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