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Han J, Liang J, Li Y, Wahia H, Phyllis O, Zhou C, Zhang L, Chen L, Qiao X, Ma H. Vacuum freeze drying combined with catalytic infrared drying to improve the aroma quality of chives: Potential mechanisms of their formation. Food Chem 2024; 461:140880. [PMID: 39182333 DOI: 10.1016/j.foodchem.2024.140880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 07/26/2024] [Accepted: 08/12/2024] [Indexed: 08/27/2024]
Abstract
This study aimed to investigate the effect of vacuum freeze drying combined with catalytic infrared drying (FD-CIRD) process on aromas, free amino acids, reducing sugars and free fatty acids in chive leaves and stems. Gas chromatography-mass spectrometry combined with multivariate data analysis revealed that dipropyl disulfide was the key aroma that distinguished the differences between chive leaves and stems. The key aromas benzeneacetaldehyde, decanal and 1-octen-3-ol enhanced FD-CIRD chive leaves and stems aromas. The free amino acid content was highest at FD-CIRD stage in all samples except for the control (FD), while the reducing sugar content was lowest. The content of unsaturated fatty acids gradually decreased at FD stage and increased at FD-CIRD stage. Additionally, correlation analysis revealed that phenylalanine was a potential precursor of benzacetenealdehyde, oleic and linolenic acids were potential precursors of decanal and 1-octen-3-ol. Therefore, FD-CIRD technique helps to improve the sensory profile of dried chives.
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Affiliation(s)
- Jingyi Han
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China
| | - Jiakang Liang
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China
| | - Yao Li
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China
| | - Hafida Wahia
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China
| | - Otu Phyllis
- Department of Science Laboratory Technology, Accra Technical University, P.O. Box GP 561, Barnes Road, Accra, Ghana
| | - Cunshan Zhou
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China.
| | - Lei Zhang
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China
| | - Li Chen
- Co-Innovation Center of Jiangsu Marine Bio-industry Technology, Jiangsu Ocean University, Lianyungang 222005, China
| | - Xuguang Qiao
- College of Food Science and Engineering, Shandong Agricultural University, Tai'an 271018, China
| | - Haile Ma
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China
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2
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Gómez HAG, Niederauer GF, Minatel IO, Antunes ERM, Carneiro MJ, Sawaya ACHF, Zanus MC, Ritschel PS, Quecini V, Pereira Lima GP, Marques MOM. Wine metabolome and sensory analyses demonstrate the oenological potential of novel grapevine genotypes for sustainable viticulture in warm climates. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2024. [PMID: 39171419 DOI: 10.1002/jsfa.13832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Revised: 08/07/2024] [Accepted: 08/09/2024] [Indexed: 08/23/2024]
Abstract
BACKGROUND Genetic breeding is essential to develop grapevine genotypes adapted to warm climates and resistant to pathogens. Traditionally cultivated Vitis vinifera is susceptible to biotic and abiotic stresses. Winemakers and consumers, however, perceive wines from non-vinifera or hybrid cultivars as inferior. In this study, sensory analyses and comprehensive metabolite profiling by targeted and untargeted approaches were used to investigate the oenological potential of wines from grapes of genotypes developed throughout four breeding cycles to improve climate adaptation, sugar contents and berry color. RESULTS Novel genotypes had higher yields and the wines exhibited increased contents of polyphenols, including anthocyanins. Volatile monoterpenes in the wines decreased throughout breeding cycles in the absence of selective pressure. Polyphenol contents were higher in intermediate wines, with hydroxytyrosol contents reaching up to three times reported values. Mouthfeel attributes astringency, leafy taste, flavor and body, and persistency showed significant correlation with untargeted features. Supervised model-based analyses of the metabolome effectively discriminate wines from distinct genetic origins. CONCLUSION Taken together, the results demonstrate the potential of novel grapevine genotypes to a more sustainable viticulture and quality wine production in warm climates. Comprehensive metabolite profiling of the wines reveals that genotype clustering is dependent on the chemical class and that traits not submitted to selective pressure are also altered by breeding. Supervised multivariate models were effective to predict the genetic origin of the wines based on the metabolic profile, indicating the potential of the technique to identify biomarkers for wines from sustainable genotypes. © 2024 Society of Chemical Industry.
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Affiliation(s)
- Héctor Alonzo Gómez Gómez
- School of Agriculture, São Paulo State University (Unesp), Botucatu, São Paulo, Brazil
- Plant Genetic Resources Center, Agronomic Institute (IAC), Campinas, São Paulo, Brazil
- Academic Department of Food, Faculty of Technological Sciences, National University of Agriculture, Catacamas, Honduras
| | | | - Igor Otavio Minatel
- Institute of Biosciences, São Paulo State University (Unesp), Botucatu, São Paulo, Brazil
| | | | | | | | | | | | - Vera Quecini
- Embrapa Uva e Vinho, Bento Gonçalves, Rio Grande do Sul, Brazil
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Chen X, Liu S, Song H, Yuan C, Li J. Evaluation of biological activity and prebiotic properties of proanthocyanidins with different degrees of polymerization through simulated digestion and in vitro fermentation by human fecal microbiota. Food Chem 2024; 447:139015. [PMID: 38513492 DOI: 10.1016/j.foodchem.2024.139015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 02/27/2024] [Accepted: 03/10/2024] [Indexed: 03/23/2024]
Abstract
The bioactive activity of proanthocyanidins (PAs) is closely associated with their degree of polymerization (DP), however, the effects of PAs with different DP on digestion and gut microbiota have remained unclear. To investigate this, we conducted in vitro simulated digestion and colonic fermentation studies on samples of PAs with different DP. The results showed that PAs was influenced by both protein precipitation and enzymolysis, resulting in a decrease in functional activity. PAs with a high DP were more sensitive to the gastrointestinal environment. The significant clustering trend in colonic fermentation verified the reliability of multivariate statistical techniques for screening samples with distinct functional differences. The gut microbiota analysis showed that oligomeric PAs had a stronger promoting effect on beneficial bacteria, while high polymeric PAs had a greater inhibitory effect on harmful bacteria. This study offers new insights into the biological activity and microbiological mechanisms of PAs with different DP.
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Affiliation(s)
- Xiaoyi Chen
- College of Enology, Northwest A&F University, Shaanxi 712100, China
| | - Shuai Liu
- College of Enology, Northwest A&F University, Shaanxi 712100, China
| | - Hong Song
- College of Enology, Northwest A&F University, Shaanxi 712100, China
| | - Chunlong Yuan
- College of Enology, Northwest A&F University, Shaanxi 712100, China; Ningxia Helan Mountain's East Foothill Wine Experiment and Demonstration Station of Northwest A&F University, Yongning, Ningxia 750104, China.
| | - Junjun Li
- College of Enology, Northwest A&F University, Shaanxi 712100, China.
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Zhang L, Wang Z, Zhang C, Zhou S, Yuan C. Metabolomics analysis based on UHPLC-QqQ-MS/MS to discriminate grapes and wines from different geographical origins and climatological characteristics. Food Chem X 2024; 22:101396. [PMID: 38699585 PMCID: PMC11063387 DOI: 10.1016/j.fochx.2024.101396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 04/15/2024] [Accepted: 04/16/2024] [Indexed: 05/05/2024] Open
Abstract
With the proliferation of the consumer's awareness of wine provenance, wines with unique origin characteristics are increasingly in demand. This study aimed to investigate the influence of geographical origins and climatological characteristics on grapes and wines. A total of 94 anthocyanins and 78 non-anthocyanin phenolic compounds in grapes and wines from five Chinese viticultural vineyards (CJ, WH, QTX, WW, and XY) were identified by UHPLC-QqQ-MS/MS. Chemometric methods PCA and OPLS-DA were established to select candidate differential metabolites, including flavonols, stilbenes, hydroxycinnamic acids, peonidin derivatives, and malvidin derivatives. CCA showed that malvidin-3-O-glucoside had a positive correlation with mean temperature, and quercetin-3-O-glucoside had a negative correlation with precipitation. In addition, enrichment analysis elucidated that the metabolic diversity in different origins mainly occurred in flavonoid biosynthesis. This study would provide some new insights to understand the effect of geographical origins and climatological characteristics on phenolic compounds in grapes and wines.
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Affiliation(s)
- Lin Zhang
- College of Enology, Northwest A&F University, Yangling 712100, China
| | - Zhaoxiang Wang
- College of Enology, Northwest A&F University, Yangling 712100, China
| | - Cui Zhang
- College of Enology, Northwest A&F University, Yangling 712100, China
- Xinjiang Bainian Manor Wines & Spirits Co., Ltd, China
| | - Shubo Zhou
- College of Enology, Northwest A&F University, Yangling 712100, China
| | - Chunlong Yuan
- College of Enology, Northwest A&F University, Yangling 712100, China
- Ningxia Helan Mountain's East Foothill Wine Experiment and Demonstration Station of Northwest A&F University, Yongning, Ningxia 750104, China
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Wang N, Zhang L, Fu L, Wang M, Zhang H, Jiang X, Liu X, Zhang Z, Ren X. GC/MS-based untargeted metabolomics reveals the differential metabolites for discriminating vintage of Chenxiang-type baijiu. Food Res Int 2024; 186:114319. [PMID: 38729690 DOI: 10.1016/j.foodres.2024.114319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Revised: 04/07/2024] [Accepted: 04/16/2024] [Indexed: 05/12/2024]
Abstract
The "outstanding and unique aged aroma" of Chinese Chenxiang-type baijiu (CXB)-Daoguang 25 (DG25) mainly originates from a "extraordinary storage technology" of Mujiuhai (a wooden container), so it is mysterious and interesting. In this study, an untargeted GC/MS-based metabolomics was used to reveals the volatile differential metabolites for discriminating six different vintages of DG25 combing with chemometrics. A total of 100 volatile metabolites (including unknowns) were extracted and identified, including esters (41%), alcohols (10%) and acids (7%) so on. Finally, 33 differential metabolites were identified as aging-markers. Among them, 25 aging-markers showed a downtrend, including 17 esters such as ethyl acetate, ethyl hexanoate and ethyl palmitate so on. Moreover, it was interesting and to further study that furans showed a significant downtrend. Statistically speaking, ethyl benzoate played an important role in discriminating vintage of 1Y and 3Y, and the other 24 differential metabolites with downtrend discriminating the unstored (0Y-aged) DG25. Eight differential metabolites, such as ethyl octanoate, benzaldehyde, 3-methylbutanol and 1,1-diethoxyaccetal so on increased during aging of DG25, and they played a statistical role in discriminating the 5Y-, 10Y- and 20Y-aged DG25. This study provides a theoretical basis way for the formation mechanism of aging aroma for CXB.
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Affiliation(s)
- Na Wang
- School of Food & Health, Jinzhou Medical University, Jinzhou, Liaoning 121001, China
| | - Lili Zhang
- School of Food & Health, Jinzhou Medical University, Jinzhou, Liaoning 121001, China
| | - Li Fu
- School of Food & Health, Jinzhou Medical University, Jinzhou, Liaoning 121001, China
| | - Mei Wang
- School of Food & Health, Jinzhou Medical University, Jinzhou, Liaoning 121001, China
| | - Hui Zhang
- Liaoning Daoguang 25 Manchu Dynasty Wine Limited Liability Company, Jinzhou, Liaoning 121001, China
| | - Xiaoyu Jiang
- Liaoning Daoguang 25 Manchu Dynasty Wine Limited Liability Company, Jinzhou, Liaoning 121001, China
| | - Xiaohui Liu
- Liaoning Daoguang 25 Manchu Dynasty Wine Limited Liability Company, Jinzhou, Liaoning 121001, China
| | - Zhen Zhang
- School of Food & Health, Jinzhou Medical University, Jinzhou, Liaoning 121001, China.
| | - Xuejiao Ren
- School of Food & Health, Jinzhou Medical University, Jinzhou, Liaoning 121001, China.
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Yu X, Zhang W, Xin L, Xu S, Cheng J. Evaluation of flavor substances of rice bran kvass based on electronic nose and gas chromatography-mass spectrometry. Food Chem X 2024; 21:101161. [PMID: 38434692 PMCID: PMC10904896 DOI: 10.1016/j.fochx.2024.101161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 01/08/2024] [Accepted: 01/23/2024] [Indexed: 03/05/2024] Open
Abstract
In this paper, the electronic nose (E-nose) and headspace-solid phase microextraction (HS-SPME) combined with gas chromatography-mass spectrometry (GC-MS) were used to analyze the volatiles of rice bran kvass (RBK) with the reference of Qiulin kvass (QLK). Meanwhile, the flavor amino acids of RBK before and after fermentation were determined. The results showed that the kinds of kvass remained consistent in terms of the overall category of volatiles while there were differences in content between them (p < 0.05). A total of 35 volatile compounds, mainly including esters, alcohols, phenols, aldehydes, and acids, were identified by GC-MS in the two kinds of kvass. In addition, the total essential amino acid content and the total sweet amino acid content of RBK increased significantly (p < 0.05) after fermentation. RBK contains both the main flavor of kvass and its own unique characteristics, making it a new member of the Kvass family.
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Affiliation(s)
- Xiaochen Yu
- College of Food Science, Northeast Agricultural University, Harbin, Heilongjiang 150030, China
| | - Wenjuan Zhang
- College of Food Science, Northeast Agricultural University, Harbin, Heilongjiang 150030, China
| | - Liying Xin
- College of Food Science, Northeast Agricultural University, Harbin, Heilongjiang 150030, China
| | - Su Xu
- College of Food Science, Northeast Agricultural University, Harbin, Heilongjiang 150030, China
| | - Jianjun Cheng
- College of Food Science, Northeast Agricultural University, Harbin, Heilongjiang 150030, China
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Yin XL, Peng ZX, Pan Y, Lv Y, Long W, Gu HW, Fu H, She Y. UHPLC-QTOF-MS-based untargeted metabolomic authentication of Chinese red wines according to their grape varieties. Food Res Int 2024; 178:113923. [PMID: 38309902 DOI: 10.1016/j.foodres.2023.113923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 12/17/2023] [Accepted: 12/21/2023] [Indexed: 02/05/2024]
Abstract
Wine is a very popular alcoholic drink owing to its health benefits of antioxidant effects. However, profits-driven frauds of wine especially false declarations of variety frequently occurred in markets. In this work, an UHPLC-QTOF-MS-based untargeted metabolomics method was developed for metabolite profiling of 119 bottles of Chinese red wines from four varieties (Cabernet Sauvignon, Merlot, Cabernet Gernischt, and Pinot Noir). The metabolites of red wines from different varieties were assessed using orthogonal partial least-squares discriminant analysis (OPLS-DA) and analyzed using KEGG metabolic pathway analysis. Results showed that the differential compounds among different varieties of red wines are mainly flavonoids, phenols, indoles and amino acids. The KEGG metabolic pathway analysis showed that indoles metabolism and flavonoids metabolism are closely related to wine varieties. Based on the differential compounds, OPLS-DA models could identify external validation wine samples with a total correct rate of 90.9 % in positive ionization mode and 100 % in negative ionization mode. This study indicated that the developed untargeted metabolomics method based on UHPLC-QTOF-MS is a potential tool to identify the varieties of Chinese red wines.
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Affiliation(s)
- Xiao-Li Yin
- College of Life Sciences, College of Chemistry and Environmental Engineering, Yangtze University, Jingzhou 434025, China
| | - Zhi-Xin Peng
- College of Life Sciences, College of Chemistry and Environmental Engineering, Yangtze University, Jingzhou 434025, China
| | - Yuan Pan
- College of Life Sciences, College of Chemistry and Environmental Engineering, Yangtze University, Jingzhou 434025, China
| | - Yi Lv
- Key Laboratory of Quality and Safety of Wolfberry and Wine for State Administration for Market Regulation, Ningxia Food Testing and Research Institute, Yinchuan 750004, China
| | - Wanjun Long
- The Modernization Engineering Technology Research Center of Ethnic Minority Medicine of Hubei Province, School of Pharmaceutical Sciences, South-Central Minzu University, Wuhan 430074, China
| | - Hui-Wen Gu
- College of Life Sciences, College of Chemistry and Environmental Engineering, Yangtze University, Jingzhou 434025, China.
| | - Haiyan Fu
- The Modernization Engineering Technology Research Center of Ethnic Minority Medicine of Hubei Province, School of Pharmaceutical Sciences, South-Central Minzu University, Wuhan 430074, China.
| | - Yuanbin She
- College of Chemical Engineering, Zhejiang University of Technology, Hangzhou 310014, China.
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8
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Pu K, Wang Y, Wei H, Hu J, Qiu J, Chen S, Liu Q, Lin Y, Ng KM. μ-PESI-based MS profiling combined with untargeted metabolomics analysis for rapid identification of red wine geographical origin. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2024; 104:546-552. [PMID: 37647550 DOI: 10.1002/jsfa.12951] [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: 03/21/2023] [Revised: 07/14/2023] [Accepted: 08/31/2023] [Indexed: 09/01/2023]
Abstract
BACKGROUND The commercial value of red wine is strongly linked to its geographical origin. Given the large global market, there is great demand for high-throughput screening methods to authenticate the geographical source of red wine. However, only limited techniques have been established up to now. RESULTS Herein, a sensitive and robust method, namely probe electrospray ionization mass spectrometry (μ-PESI-MS), was established to achieve rapid analysis at approximately 1.2 min per sample without any pretreatment. A scotch near the needle tip provides a fixed micro-volume for each analysis to achieve satisfactory ion signal reproducibility (RSD < 26.7%). In combination with a machine learning algorithm, 16 characteristic ions were discovered from thousands of detected ions and were utilized for differentiating red wine origin. Among them, the relative abundances of two characteristic metabolites (trigonelline and proline) correlated with geographical conditions (sun exposure and water stress) were identified, providing the rationale for differentiation of the geographical origin. CONCLUSION The proposed μ-PESI-MS-based method demonstrates a promising high-throughput determination capability in red wine traceability.
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Affiliation(s)
- Keyuan Pu
- Department of Chemistry and Key Laboratory for Preparation and Application of Ordered Structural Materials of Guangdong Province, Shantou University, Shantou, China
| | - Yue Wang
- Department of Chemistry and Key Laboratory for Preparation and Application of Ordered Structural Materials of Guangdong Province, Shantou University, Shantou, China
| | - Huiwen Wei
- Department of Chemistry and Key Laboratory for Preparation and Application of Ordered Structural Materials of Guangdong Province, Shantou University, Shantou, China
- Guangdong RangerBio Technologies Co. Ltd, Dongguan, China
| | - Jun Hu
- Department of Chemistry and Key Laboratory for Preparation and Application of Ordered Structural Materials of Guangdong Province, Shantou University, Shantou, China
- Guangdong RangerBio Technologies Co. Ltd, Dongguan, China
| | - Jiamin Qiu
- Department of Biology, Shantou University, Shantou, China
| | - Siyu Chen
- Department of Chemistry and Key Laboratory for Preparation and Application of Ordered Structural Materials of Guangdong Province, Shantou University, Shantou, China
| | - Qian Liu
- Guangdong RangerBio Technologies Co. Ltd, Dongguan, China
| | - Yan Lin
- The Second Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Kwan-Ming Ng
- Department of Chemistry and Key Laboratory for Preparation and Application of Ordered Structural Materials of Guangdong Province, Shantou University, Shantou, China
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Chen X, Song H, Zhou S, Yuan C, Li J. Exploring separation patterns and mechanisms of proanthocyanidins in grape seeds and pomace with diverse molecular weights, compositions, and structures. Food Chem X 2023; 20:101008. [PMID: 38144768 PMCID: PMC10740050 DOI: 10.1016/j.fochx.2023.101008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 11/13/2023] [Accepted: 11/13/2023] [Indexed: 12/26/2023] Open
Abstract
The function of proanthocyanidins (PAs) relies on their structure and requires high-purity PAs. Though Sephadex LH-20 gel permeation chromatography (GPC) is expected to separate PAs based on structure, its usage rules and mechanisms remain unclear. This study delves into the PAs separation patterns on Sephadex LH-20, first confirming the purification mechanisms of PAs with various mean degrees of polymerization (DP) using the adsorption kinetic model. The study found that an increase in the molecular weight or mean DP of PAs results in decreased polarity, reduced hydrogen bonding actions, and intensified hydrophobic effect, causing delayed extraction of PAs on Sephadex LH-20, with galloylated PA as an exception, which was extracted first despite its high DP. Additionally, the principles for separating specific composition, such as monomers, dimers, etc., were evaluated. The study sheds light on enhancing the purification efficiency of PAs, thus advancing the precise separation technology of diverse proanthocyanidins.
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Affiliation(s)
- Xiaoyi Chen
- College of Enology, Northwest A&F University, Yangling 712100, China
| | - Hong Song
- College of Enology, Northwest A&F University, Yangling 712100, China
| | - Shubo Zhou
- College of Enology, Northwest A&F University, Yangling 712100, China
| | - Chunlong Yuan
- College of Enology, Northwest A&F University, Yangling 712100, China
- Ningxia Helan Mountain's East Foothill Wine Experiment and Demonstration Station of Northwest A&F University, Yongning, Ningxia 750104, China
| | - Junjun Li
- College of Enology, Northwest A&F University, Yangling 712100, China
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Fan J, Xiao Z, Qiu W, Zhao C, Yi C, Lin D, Lin Z. Analysis of Metabolic Components of JUNCAO Wine Based on GC-QTOF-MS. Foods 2023; 12:foods12112254. [PMID: 37297498 DOI: 10.3390/foods12112254] [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: 04/03/2023] [Revised: 05/22/2023] [Accepted: 06/01/2023] [Indexed: 06/12/2023] Open
Abstract
JUNCAO wine fermentation metabolites are closely related to the final quality of the product. Currently, there are no studies of dynamic metabolite changes during fermentation of JUNCAO wine. Here, we used gas chromatography quadrupole time-of-flight mass spectrometry (GC-QTOF-MS) metabolomics and multivariate statistical analysis to explore the relationship between metabolites and fermentation time. A total of 189 metabolites were annotated throughout the fermentation process. The principal component analysis (PCA) revealed a clear separation between the samples in the early and late stages of fermentation. A total of 60 metabolites were annotated as differential during the fermentation (variable importance in the projection, VIP > 1, and p < 0.05), including 21 organic acids, 10 amino acids, 15 sugars and sugar alcohols, and 14 other metabolites. Pathway analysis showed that the most commonly influenced pathways (impact value > 0.1 and p < 0.05) were tricarboxylic acid cycle, alanine, aspartic acid and glutamic acid metabolism, pyrimidine metabolism, and other 10 metabolic pathways. Moreover, integrated metabolic pathways are generated to understand the conversion and accumulation of differential metabolites. Overall, these results provide a comprehensive overview of metabolite changes during fermentation of JUNCAO wine.
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Affiliation(s)
- Jinlin Fan
- National Engineering Research Center of Juncao, Fuzhou 350002, China
- College of Life Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Zheng Xiao
- Institute of Agricultural Engineering and Technology, Fujian Academy of Agricultural Sciences, Fuzhou 350013, China
| | - Wanwei Qiu
- School of Life and Health Science, Anhui Science and Technology University, Chuzhou 233100, China
| | - Chao Zhao
- College of Marine Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Chao Yi
- National Engineering Research Center of Juncao, Fuzhou 350002, China
- College of Life Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Dongmei Lin
- National Engineering Research Center of Juncao, Fuzhou 350002, China
| | - Zhanxi Lin
- National Engineering Research Center of Juncao, Fuzhou 350002, China
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Gu HW, Zhou HH, Lv Y, Wu Q, Pan Y, Peng ZX, Zhang XH, Yin XL. Geographical origin identification of Chinese red wines using ultraviolet-visible spectroscopy coupled with machine learning techniques. J Food Compost Anal 2023. [DOI: 10.1016/j.jfca.2023.105265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2023]
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