1
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Li ZQ, Yin XL, Gu HW, Peng ZX, Ding B, Li Z, Chen Y, Long W, Fu H, She Y. Discrimination and prediction of Qingzhuan tea storage year using quantitative chemical profile combined with multivariate analysis: Advantages of MRM HR based targeted quantification metabolomics. Food Chem 2024; 448:139088. [PMID: 38547707 DOI: 10.1016/j.foodchem.2024.139088] [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: 12/18/2023] [Revised: 03/05/2024] [Accepted: 03/18/2024] [Indexed: 04/24/2024]
Abstract
The duration of storage significantly influences the quality and market value of Qingzhuan tea (QZT). Herein, a high-resolution multiple reaction monitoring (MRMHR) quantitative method for markers of QZT storage year was developed. Quantitative data alongside multivariate analysis were employed to discriminate and predict the storage year of QZT. Furthermore, the content of the main biochemical ingredients, catechins and alkaloids, and free amino acids (FAA) were assessed for this purpose. The results show that targeted marker-based models exhibited superior discrimination and prediction performance among four datasets. The R2Xcum, R2Ycum and Q2cum of orthogonal projection to latent structure-discriminant analysis discrimination model were close to 1. The correlation coefficient (R2) and the root mean square error of prediction of the QZT storage year prediction model were 0.9906 and 0.63, respectively. This study provides valuable insights into tea storage quality and highlights the potential application of targeted markers in food quality evaluation.
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Affiliation(s)
- Zhi-Quan Li
- College of Life Sciences, College of Chemistry and Environmental Engineering, Yangtze University, Jingzhou 434025, China
| | - Xiao-Li Yin
- College of Life Sciences, College of Chemistry and Environmental Engineering, Yangtze University, Jingzhou 434025, China.
| | - Hui-Wen Gu
- 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
| | - Baomiao Ding
- College of Life Sciences, College of Chemistry and Environmental Engineering, Yangtze University, Jingzhou 434025, China
| | - Zhenshun Li
- College of Life Sciences, College of Chemistry and Environmental Engineering, Yangtze University, Jingzhou 434025, China
| | - Ying Chen
- College of Life Sciences, College of Chemistry and Environmental Engineering, Yangtze University, Jingzhou 434025, 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
| | - 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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2
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Liu Y, Wen H, Kong J, Hu Z, Hu Y, Zeng J, Chen X, Zhang H, Chen J, Xu J. Flavor characterization of Citri Reticulatae Pericarpium (Citrus reticulata 'Chachiensis') with different aging years via sensory and metabolomic approaches. Food Chem 2024; 443:138616. [PMID: 38306907 DOI: 10.1016/j.foodchem.2024.138616] [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: 08/28/2023] [Revised: 01/22/2024] [Accepted: 01/26/2024] [Indexed: 02/04/2024]
Abstract
Guangchenpi (GCP), which is the peel of Citrus reticulata 'Chachiensis', is widely used as an herbal medicine, tea and food ingredient in southeast Asia. Prolonging its aging process results in a more pleasant flavor and increases its profitability. Through the integration of sensory evaluation with flavoromic analysis approaches, we evaluated the correlation between the flavor attributes and the profiles of the volatiles and flavonoids of GCP with various aging years. Notably, d-limonene, γ-terpinene, dimethyl anthranilate and α-phellandrene were the characteristic aroma compounds of GCP. Besides, α-phellandrene and nonanal were decisive for consumers' perception of GCP aging time due to changes of their odor activity values (OAVs). The flavor attributes of GCP tea liquid enhanced with the extension of aging time, and limonene-1,2-diol was identified as an important flavor enhancer. Combined with machine learning models, key flavor-related metabolites could be developed as efficient biomarkers for aging years to prevent GCP adulteration.
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Affiliation(s)
- Yuan Liu
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, College of Horticulture and Forestry Science, Huazhong Agricultural University, Wuhan 430070, China; Sensory Evaluation and Quality Analysis Centre of Horticultural Products, Huazhong Agricultural University, Wuhan 430070, China
| | - Huan Wen
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, College of Horticulture and Forestry Science, Huazhong Agricultural University, Wuhan 430070, China; Sensory Evaluation and Quality Analysis Centre of Horticultural Products, Huazhong Agricultural University, Wuhan 430070, China
| | - Jiatao Kong
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, College of Horticulture and Forestry Science, Huazhong Agricultural University, Wuhan 430070, China; Sensory Evaluation and Quality Analysis Centre of Horticultural Products, Huazhong Agricultural University, Wuhan 430070, China
| | - Zhehui Hu
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, College of Horticulture and Forestry Science, Huazhong Agricultural University, Wuhan 430070, China; Sensory Evaluation and Quality Analysis Centre of Horticultural Products, Huazhong Agricultural University, Wuhan 430070, China
| | - Yang Hu
- Jiangmen Xinhui District Forestry Research Institute, Jiangmen 529100, China
| | - Jiwu Zeng
- Guangdong Fruit Institute, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
| | - Xiangling Chen
- Horticultural Research Institute, Guangxi Academy of Agricultural Sciences, Nanning 530007, China
| | - Hongyan Zhang
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, College of Horticulture and Forestry Science, Huazhong Agricultural University, Wuhan 430070, China; Sensory Evaluation and Quality Analysis Centre of Horticultural Products, Huazhong Agricultural University, Wuhan 430070, China
| | - Jiajing Chen
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, College of Horticulture and Forestry Science, Huazhong Agricultural University, Wuhan 430070, China; Sensory Evaluation and Quality Analysis Centre of Horticultural Products, Huazhong Agricultural University, Wuhan 430070, China
| | - Juan Xu
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, College of Horticulture and Forestry Science, Huazhong Agricultural University, Wuhan 430070, China; Sensory Evaluation and Quality Analysis Centre of Horticultural Products, Huazhong Agricultural University, Wuhan 430070, China.
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3
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Liu M, Shi L, Guo J, Gu Y, Li S, Yi L, Ren D, Li B. Determination of organic acids for predicting sourness intensity of tea beverage by liquid chromatography-tandem mass spectrometry and chemometrics methods. J Sep Sci 2024; 47:e2300628. [PMID: 38801755 DOI: 10.1002/jssc.202300628] [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: 08/29/2023] [Revised: 03/20/2024] [Accepted: 03/29/2024] [Indexed: 05/29/2024]
Abstract
The contents of organic acids (OAs) in tea beverage and their relationship with taste intensity have not been fully understood. In this work, a rapid (10 min for a single run) and sensitive (limits of quantification: 0.0044-0.4486 µg/mL) method was developed and validated for the simultaneous determination of 17 OAs in four types of tea, based on liquid chromatography-tandem mass spectrometry with multiple reaction monitoring mode. The contents of 17 OAs in 96 tea samples were measured at levels between 0.01 and 11.80 g/kg (dried weight). Quinic acid, citric acid, and malic acid were determined as the major OAs in green, black, and raw pu-erh teas, while oxalic acid and tartaric acid exhibited the highest contents in ripe pu-erh tea. Taking the OAs composition as input features, a partial least squares regression model was proposed to predict the sourness intensity of tea beverages. The model achieved a root-mean-square error of 0.58 and a coefficient of determination of 0.84 for the testing set. The proposed model provides a theoretical way to evaluate the sensory quality of tea infusion based on its chemical composition.
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Affiliation(s)
- Meiyan Liu
- Faculty of Food Science and Engineering, Kunming University of Science and Technology, Kunming, China
| | - Lijuan Shi
- Faculty of Food Science and Engineering, Kunming University of Science and Technology, Kunming, China
| | - Jie Guo
- Faculty of Food Science and Engineering, Kunming University of Science and Technology, Kunming, China
| | - Ying Gu
- Faculty of Food Science and Engineering, Kunming University of Science and Technology, Kunming, China
| | - Siyu Li
- Faculty of Food Science and Engineering, Kunming University of Science and Technology, Kunming, China
| | - Lunzhao Yi
- Faculty of Food Science and Engineering, Kunming University of Science and Technology, Kunming, China
| | - Dabing Ren
- Faculty of Food Science and Engineering, Kunming University of Science and Technology, Kunming, China
| | - Boyan Li
- School of Public Health, Guizhou Medical University, Guiyang, China
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4
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Zou D, Yin XL, Gu HW, Peng ZX, Ding B, Li Z, Hu XC, Long W, Fu H, She Y. Insight into the effect of cultivar and altitude on the identification of EnshiYulu tea grade in untargeted metabolomics analysis. Food Chem 2024; 436:137768. [PMID: 37862999 DOI: 10.1016/j.foodchem.2023.137768] [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: 08/02/2023] [Revised: 09/24/2023] [Accepted: 10/13/2023] [Indexed: 10/22/2023]
Abstract
The accurate identification of tea grade is crucial to the quality control of tea. However, existing methods lack sufficient generalization ability in identifying tea grades due to the effect of temporal and spatial factors. In this study, we analyzed the effect of cultivar and altitude on EnshiYulu (ESYL) tea grades and established a robust model to evaluate their quality. Principal component analysis (PCA) revealed that differences in variety and elevation can mask grade differences. Orthogonal projection to latent structure-discriminant analysis (OPLS-DA) was used for grade identification of samples from different altitudes. For ESYL tea samples above and below 800 m altitude, 75 and 35 grade differentiated metabolites were discovered, with 14 common differentiated metabolites. Based on reconstructed OPLS-DA models, the grades of multi-altitude sources ESYL were discriminated with a rate > 85%. These results demonstrate the potential of a grade discrimination model based on common differential metabolites, which exhibits generalization ability.
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Affiliation(s)
- Dan Zou
- College of Life Sciences, College of Chemistry and Environmental Engineering, College of Horticulture and Gardening, Yangtze University, Jingzhou 434025, China
| | - Xiao-Li Yin
- College of Life Sciences, College of Chemistry and Environmental Engineering, College of Horticulture and Gardening, Yangtze University, Jingzhou 434025, China.
| | - Hui-Wen Gu
- College of Life Sciences, College of Chemistry and Environmental Engineering, College of Horticulture and Gardening, Yangtze University, Jingzhou 434025, China
| | - Zhi-Xin Peng
- College of Life Sciences, College of Chemistry and Environmental Engineering, College of Horticulture and Gardening, Yangtze University, Jingzhou 434025, China
| | - Baomiao Ding
- College of Life Sciences, College of Chemistry and Environmental Engineering, College of Horticulture and Gardening, Yangtze University, Jingzhou 434025, China
| | - Zhenshun Li
- College of Life Sciences, College of Chemistry and Environmental Engineering, College of Horticulture and Gardening, Yangtze University, Jingzhou 434025, China
| | - Xian-Chun Hu
- College of Life Sciences, College of Chemistry and Environmental Engineering, College of Horticulture and Gardening, Yangtze University, Jingzhou 434025, 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
| | - 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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5
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Zheng XT, Zeng XY, Lin XL, Chen DS, Li Y, Huang JJ, Yu ZC, Zhu H. Exploring aromatic components differences and composition regularity of 5 kinds of these 4 aroma types Phoenix Dancong tea based on GC-MS. Sci Rep 2024; 14:2727. [PMID: 38302602 PMCID: PMC10834424 DOI: 10.1038/s41598-024-53307-6] [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: 10/18/2023] [Accepted: 01/30/2024] [Indexed: 02/03/2024] Open
Abstract
Different aromatic components do indeed give different tea flavors. There is still little research on whether there is a certain regularity in the combination and content of aromatic components in different aroma types of Phoenix Dancong (PDC) tea. This potential regularity may be a key factor in unraveling the relationship between reproduction and evolution in PDC tea. Here, the 5 kinds of these 4 aroma types PDC tea (Zhuye, Tuofu, Jianghuaxiang, Juduo, Yashixiang) were used as research materials in this study, the headspace solid-phase microextraction combined with gas chromatography-mass spectrometry was used to analyze the aromatic components of these PDC teas. The results showed a total of 36 aromatic components identified in this study. When conducting cluster analysis, it was found that similarity degree arrangement sequence of 5 PDC teas was Juduo, Tuofu, Yashixiang, Zhuye and Jianghuaxiang. Among these aromatic components, the 7,9-Di-tert-butyl-1-oxaspiro(4,5)deca-6,9-diene-2,8-dione, the 2-Cyclopenten-1-one, 3-methyl-2-(2-pentenyl)-,(Z)-, the 2,4-Di-tert-butylphenol, the 3,7-dimethyl-1,5,7-Octatrien-3-ol, and the 2-Furanmethanol,5-ethenyltetrahydro-.alpha.,.alpha.,5-trimethyl-,cis- are common to 5 PDC teas. This study aims to elucidate the similarities in the aromatic components of 5 PDC teas, revealing the major aroma-endowed substances of various aroma, and providing theoretical reference for further exploring the relationship between aroma type discrimination, variety selection, and evolution of PDC teas.
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Affiliation(s)
- Xiao-Ting Zheng
- School of Life Sciences and Food Engineering, Hanshan Normal University, Chaozhou, 521041, People's Republic of China
| | - Xing-Yao Zeng
- School of Life Sciences and Food Engineering, Hanshan Normal University, Chaozhou, 521041, People's Republic of China
| | - Xiao-Ling Lin
- School of Life Sciences and Food Engineering, Hanshan Normal University, Chaozhou, 521041, People's Republic of China
| | - Dan-Sheng Chen
- School of Life Sciences and Food Engineering, Hanshan Normal University, Chaozhou, 521041, People's Republic of China
| | - Yun Li
- School of Life Sciences and Food Engineering, Hanshan Normal University, Chaozhou, 521041, People's Republic of China
| | - Jian-Jian Huang
- School of Life Sciences and Food Engineering, Hanshan Normal University, Chaozhou, 521041, People's Republic of China
| | - Zheng-Chao Yu
- School of Life Sciences and Food Engineering, Hanshan Normal University, Chaozhou, 521041, People's Republic of China.
| | - Hui Zhu
- School of Life Sciences and Food Engineering, Hanshan Normal University, Chaozhou, 521041, People's Republic of China.
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6
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Fang X, Liu Y, Xiao J, Ma C, Huang Y. GC-MS and LC-MS/MS metabolomics revealed dynamic changes of volatile and non-volatile compounds during withering process of black tea. Food Chem 2023; 410:135396. [PMID: 36634561 DOI: 10.1016/j.foodchem.2023.135396] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Revised: 12/22/2022] [Accepted: 01/02/2023] [Indexed: 01/07/2023]
Abstract
High-performance liquid chromatography (HPLC), headspace solid-phase microextraction-gas chromatography-mass spectrometry (HS-SPME-GC-MS) and ultra-high performance liquid chromatography-Q-Exactive HF-X mass spectrometer (UHPLC-Q-Exactive HF/MS) were carried out to reveal dynamic changes of volatile and non-volatile compounds during the withering process of black tea. A total of 118 volatile organic compounds (VOCs) and 648 metabolites were identified in fresh and withered tea-leaves, respectively. Among them, 47 VOCs (OAV > 1.0) for the aroma formation, and 46 characteristic metabolites (VIP > 1.50, p < 0.01) selected through orthonormal partial least squares-discriminant analysis, indicated the withering contribution during black tea processing. Overall, the withering promoted alcohols, aldehydes, phenols, heterocyclic oxygen, hydrocarbons and halogenated hydrocarbons through relevant hydrolyzation, decomposition, terpene synthesis, and O-methylation. The hydrolyzation, O-methylation, condensation and N-acylation of kaempferol glycosides, quercetin glycosides, ester catechins, and gallic acid generated the accumulation of methoxyl flavonoids and flavonoid glucosides, dihydrokaempferol, syringic acid, theaflavins, and N-acylated amino acids, respectively.
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Affiliation(s)
- Xin Fang
- Ministry of Education Key Laboratory of Horticultural Plant Biology, and Tea Science Department of College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, Hubei 430064, China
| | - Yanan Liu
- Zhejiang Minghuang Natural Products Development Co., Ltd, Hangzhou, Zhejiang 310000, China
| | - Jingyi Xiao
- Ministry of Education Key Laboratory of Horticultural Plant Biology, and Tea Science Department of College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, Hubei 430064, China
| | - Cunqiang Ma
- Ministry of Education Key Laboratory of Horticultural Plant Biology, and Tea Science Department of College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, Hubei 430064, China
| | - Youyi Huang
- Ministry of Education Key Laboratory of Horticultural Plant Biology, and Tea Science Department of College of Horticulture & Forestry Sciences, Huazhong Agricultural University, Wuhan, Hubei 430064, China.
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Metabolic Variations among Three New Tea Varieties Cultivated in Shandong, China. Foods 2023; 12:foods12061299. [PMID: 36981225 PMCID: PMC10048610 DOI: 10.3390/foods12061299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 03/14/2023] [Accepted: 03/16/2023] [Indexed: 03/22/2023] Open
Abstract
Cultivar identification is a necessary step in tea breeding programs. Rapid identification methods would greatly improve these breeding processes. To preliminarily identify the three new Lucha tea varieties (LC6, LC7, and LC17) cultivated in Shandong, we measured their main agronomic characters and biochemical components. Then, we analyzed the metabolic profiles of these tea varieties and Fuding Dabaicha (FD) using a UPLC-ESI-MS/MS system. Their biochemical components indicated that the Lucha varieties had excellent varietal characteristics, with higher amino acid contents. Furthermore, secondary metabolism changed a lot in the Lucha tea varieties compared with that in the FD, with their accumulations of flavonoids and phenolic acids showing significant differences. These differential flavonoids were dominated by flavones and flavanone, flavonols, flavonoid carbonosides, and flavanols monomer. Flavanols especially, including epicatechin glucoside, epicatechin-3-(3″-O-methyl)gallate, epigallocatechin-3-O-(3,5-O-dimethyl)gallate, and epitheaflavic acid-3-O-Gallate, showed higher levels in the Lucha varieties. The phenolic acids containing caffeoyl groups showed higher levels in the Lucha varieties than those in the FD, while those containing galloyl groups showed a reverse pattern. Nitrogen metabolism, including amino acids, also showed obvious differences between the Lucha varieties and FD. The differential amino acids were mainly higher in the Lucha varieties, including 5-L-glutamyl-L-amino acid, N-monomethyl-L-arginine, and N-α-acetyl-L-ornithine. By using these approaches, we found that LC6, LC7, and LC17 were excellent varieties with a high yield and high quality for making green teas in Shandong.
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Li M, Gao W, Wang H, Yang J, Zhang Y, Guo S, Bian B, Wang H, Wei X, Zhou Y, Gao B, Luo C, Wang M, Si N, Chen X, Zhao H. The grading quality markers identification of Panax notoginseng under the guidance of traditional experience using untargeted metabolomics and anti-myocardial ischemia evaluation of zebrafish. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2023; 111:154674. [PMID: 36709617 DOI: 10.1016/j.phymed.2023.154674] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 01/02/2023] [Accepted: 01/12/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Panax notoginseng (PN) was an edible Chinese herbal medicine. PN's current quality control standard cannot precisely match the traditional grading experience. PURPOSE In this study, under the guidance of the traditional grading experience, the combined metabolomics and biological effect evaluation were used to reveal the distinct chemical quality of PN. METHODS The quality of PN was evaluated by traditional experience and characterized by the electronic tongue. A zebrafish myocardial ischemia model was developed to verify the grading experience. The untargeted metabolomics method was used to identify and validate the grading markers of PN. RESULTS The taste was the critical indicator for classifying the quality. Based on the experience sensory scores (ranged from 47.0 to 87.8), PNs could be divided into two grades. The experience scores were significantly associated with umami and richness of the electronic tongue(p<0.01). Besides, superior PN showed substantially stronger anti-myocardial ischemia activity(p<0.001). Thirty-nine differential components were found using UHPLC-LTQ-Orbitrap MS, of which 22 were identified. A new kind of grading quality markers alkynols in PN-associated efficacy was identified, which revealed stronger anti-myocardial ischemia activities than saponin. CONCLUSION This study evaluated PN through untargeted metabolomics and anti-myocardial ischemia evaluation of zebrafish and proposed the critical role of alkynols in PN's quality classification.
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Affiliation(s)
- Mingli Li
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China
| | - Wenya Gao
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China
| | - Huijun Wang
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China
| | - Jiaying Yang
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China
| | - Yong Zhang
- Hunter Biotechnology Co. Ltd., Zhejiang Hangzhou 310051, China
| | - Shengya Guo
- Hunter Biotechnology Co. Ltd., Zhejiang Hangzhou 310051, China
| | - Baolin Bian
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China
| | - Hongjie Wang
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China
| | - Xiaolu Wei
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China
| | - Yanyan Zhou
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China
| | - Bo Gao
- Anhui Huarun Jinchan Pharmaceutical Co. Ltd., Anhui Huaibei 235000, China
| | - Chuan Luo
- China Resources Sanjiu modern traditional Chinese Medicine Pharmaceutical Co. Ltd., Guangdong Huizhou 518110, China
| | - Mengxiao Wang
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China
| | - Nan Si
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China.
| | - Xianchun Chen
- Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing 100053, China; Beijing Fengtaijinyuan Pharmaceutical Co., Ltd., Beijing 102212, China.
| | - Haiyu Zhao
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China.
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9
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Farag MA, Elmetwally F, Elghanam R, Kamal N, Hellal K, Hamezah HS, Zhao C, Mediani A. Metabolomics in tea products; a compile of applications for enhancing agricultural traits and quality control analysis of Camellia sinensis. Food Chem 2023; 404:134628. [DOI: 10.1016/j.foodchem.2022.134628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 10/06/2022] [Accepted: 10/12/2022] [Indexed: 11/06/2022]
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10
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Liu F, Tu Z, Chen L, Lin J, Zhu H, Ye Y. Analysis of metabolites in green tea during the roasting process using non-targeted metabolomics. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2023; 103:213-220. [PMID: 35871448 DOI: 10.1002/jsfa.12133] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 07/17/2022] [Accepted: 07/24/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Roasting plays an important role in the formation of flavor of roasted green tea; however, the changes in chemicals during this process have not been systematically studied until now. To reveal the dynamic changes in chemicals in green tea during roasting, non-targeted metabolomics, coupled with chemometrics, was employed. RESULTS A total of 101 non-volatile metabolites were identified in tea samples, and 29 metabolites were identified as characteristic metabolites of roasting. A significant increase in catechins and their derivatives, organic acids, and flavonoid glycosides was observed, while the content of some amino acids and their derivatives decreased over 50% during roasting. The content of theanine glucoside increased dramatically (by 21.23-fold at the roasting stage), and Maillard-derived compounds also increased to varying degrees. CONCLUSION Glycosylation, oxidative polymerization, and pyrolysis were important reactions responsible for the formation and transformation of flavor compounds in roasted green tea during roasting. © 2022 Society of Chemical Industry.
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Affiliation(s)
- Fei Liu
- Tea Research Institute of Sichuan Academy of Agricultural Science, Chengdu, China
- Tea Refining and Innovation Key Laboratory of Sichuan Province, Chengdu, China
| | - Zheng Tu
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou, China
| | - Lin Chen
- Department of Tea Science, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China
| | - Jiazheng Lin
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou, China
| | - Hongkai Zhu
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou, China
| | - Yang Ye
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou, China
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11
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Yan H, Zheng W, Ye Z, Yu J, Wu Y. Comparison of the Main Metabolites in Different Maturation Stages of Camelliavietnamensis Huang Seeds. Molecules 2022; 27:molecules27206817. [PMID: 36296410 PMCID: PMC9608468 DOI: 10.3390/molecules27206817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 09/17/2022] [Accepted: 10/10/2022] [Indexed: 11/17/2022] Open
Abstract
Camellia vietnamensis Huang is an important woody oil crop in China, which has attracted much attention because of its abundant nutritional components and pharmaceutical value. Its seeds undergo a complex series of physiological and biochemical changes during maturation, with consequent alterations in metabolites. In order to investigate the endogenous metabolism of C. vietnamensis on Hainan Island during seed development, in this study, ultra-high-performance liquid tandem chromatography coupled with quadrupole time-of-flight mass spectrometry (UHPLC/Q-TOF-MS) and multivariate statistical analysis (MSA) were used to analyze the differences in the chemical compounds of C. vietnamensis seeds among the four maturation stages. A total of 293 metabolites were identified from the methanol extract of the seeds of C. vietnamensis. Five metabolites, belonging to benzene and substituted derivatives, 5′-deoxyribonucleosides and linear 1,3-diarylpropanoids, were found in all three comparison groups, with consistently down-regulated trends. The Kyoto Encyclopedia of Genes and Genomes (KEGG) results showed that phloretin and 5′-methylthioadenosine were the differentially expressed metabolites when seeds were in the growth periods of S2 and S3, and indole and L-tryptophan were the differentially expressed metabolites when seeds were in the growth periods of S3 and S4. In addition, 34 flavonoid metabolites were detected, of which 4 were differentially expressed. It was indicated that flavonoids dynamically change during all the oil-tea camellia seed development stages. The findings provide data for the better understanding of endogenous metabolic pathways during C. vietnamensis seed development.
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Affiliation(s)
- Heqin Yan
- Key Laboratory for Quality Regulation of Tropical Horticultural Plants of Hainan Province, College of Horticulture, Hainan University, Haikou 570228, China
| | - Wei Zheng
- Key Laboratory for Quality Regulation of Tropical Horticultural Plants of Hainan Province, College of Horticulture, Hainan University, Haikou 570228, China
| | - Zhouchen Ye
- Key Laboratory for Quality Regulation of Tropical Horticultural Plants of Hainan Province, College of Horticulture, Hainan University, Haikou 570228, China
| | - Jing Yu
- Key Laboratory for Quality Regulation of Tropical Horticultural Plants of Hainan Province, College of Horticulture, Hainan University, Haikou 570228, China
- Correspondence: (J.Y.); (Y.W.); Tel.: +86-0898-66279014 (J.Y.)
| | - Yougen Wu
- College of Tropical Crops, Hainan University, Haikou 570228, China
- Correspondence: (J.Y.); (Y.W.); Tel.: +86-0898-66279014 (J.Y.)
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12
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NIR Spectrometric Approach for Geographical Origin Identification and Taste Related Compounds Content Prediction of Lushan Yunwu Tea. Foods 2022; 11:foods11192976. [PMID: 36230052 PMCID: PMC9563823 DOI: 10.3390/foods11192976] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 09/16/2022] [Accepted: 09/18/2022] [Indexed: 11/29/2022] Open
Abstract
Lushan Yunwu Tea is one of a unique Chinese tea series, and total polyphenols (TP), free amino acids (FAA), and polyphenols-to-amino acids ratio models (TP/FAA) represent its most important taste-related indicators. In this work, a feasibility study was proposed to simultaneously predict the authenticity identification and taste-related indicators of Lushan Yunwu tea, using near-infrared spectroscopy combined with multivariate analysis. Different waveband selections and spectral pre-processing methods were compared during the discriminant analysis (DA) and partial least squares (PLS) model-building process. The DA model achieved optimal performance in distinguishing Lushan Yunwu tea from other non-Lushan Yunwu teas, with a correct classification rate of up to 100%. The synergy interval partial least squares (siPLS) and backward interval partial least squares (biPLS) algorithms showed considerable advantages in improving the prediction performance of TP, FAA, and TP/FAA. The siPLS algorithms achieved the best prediction results for TP (RP = 0.9407, RPD = 3.00), FAA (RP = 0.9110, RPD = 2.21) and TP/FAA (RP = 0.9377, RPD = 2.90). These results indicated that NIR spectroscopy was a useful and low-cost tool by which to offer definitive quantitative and qualitative analysis for Lushan Yunwu tea.
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13
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Li M, Luo X, Ho CT, Li D, Guo H, Xie Z. A new strategy for grading of Lu’an guapian green tea by combination of differentiated metabolites and hypoglycaemia effect. Food Res Int 2022; 159:111639. [DOI: 10.1016/j.foodres.2022.111639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 06/30/2022] [Accepted: 07/05/2022] [Indexed: 12/08/2022]
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14
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Identification of Epigallocatechin-3-Gallate (EGCG) from Green Tea Using Mass Spectrometry. SEPARATIONS 2022. [DOI: 10.3390/separations9080209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
In an era where humanity is reinstating its lost hope and expectation on natural products, green tea occupies quite a position for what it has proven to be, in its endeavors for human welfare and health. Epigallocatechin-3-gallate (EGCG) is the key to the vast biological activities of green tea. Green tea is no longer in the backdrop; it has emerged as the most viral, trending bioactive molecule when it comes to health benefits for human beings. This review focuses on the use of various analytical techniques for the analysis of EGCG. That which has been achieved so far, in terms of in vitro, pure component analysis, as well as those spikes in biological fluids and those in vivo in animal and human samples, was surveyed and presented. The use of MS-based techniques for the analysis of EGCG is elaborately reviewed and the need for improvising the applications is explained. The review emphasizes that there is plenty of room to explore matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) applications in this subject area.
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15
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Dynamic Variation of Amino Acid Contents and Identification of Sterols in Xinyang Mao Jian Green Tea. Molecules 2022; 27:molecules27113562. [PMID: 35684499 PMCID: PMC9182030 DOI: 10.3390/molecules27113562] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 05/23/2022] [Accepted: 05/30/2022] [Indexed: 02/06/2023] Open
Abstract
As important biomolecules in Camellia sinensis L., amino acids (AAs) are considered to contribute to the overall green tea sensory quality and undergo dynamic changes during growth. However, limited by analytical capacity, detailed AAs composition in different growth stages remains unclear. To address this question, we analyzed the dynamic changes of 23 AAs during leaf growth in Xinyang Mao Jian (XYMJ) green tea. Using amino acid analyzer, we demonstrated that most AAs are abundant on Pure Brightness Day and Grain Rain Day. After Grain Rain, 23 AAs decreased significantly. Further analysis shows that theanine has a high level on the day before Spring Equinox and Grain Rain, accounting for 44–61% of the total free AAs content in tea leaves. Glu, Pro, and Asp are the second most abundant AAs. Additionally, spinasterol and 22,23-dihydrospinasterol are first purified and identified in ethanol extract of XYMJ by silica gel column chromatography method. This study reveals the relationship between plucking days and the dynamic changes of AAs during the growth stage and proves the rationality of the traditional plucking days of XYMJ green tea.
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16
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Cai H, Zhong Z, Li Z, Zhang X, Fu H, Yang B, Zhang L. Metabolomics in quality formation and characterisation of tea products: a review. Int J Food Sci Technol 2022. [DOI: 10.1111/ijfs.15767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Hongli Cai
- College of Life Sciences and Medicine Zhejiang Sci‐Tech University Hangzhou 310018 China
| | - Zhuoheng Zhong
- College of Life Sciences and Medicine Zhejiang Sci‐Tech University Hangzhou 310018 China
| | - Zhanming Li
- School of Grain Science and Technology Jiangsu University of Science and Technology Zhenjiang 212004 China
| | - Xiaojing Zhang
- State Key Laboratory of Food Science and Technology School of Food Science and Technology Jiangnan University Wuxi Jiangsu 214122 China
| | - Hongwei Fu
- College of Life Sciences and Medicine Zhejiang Sci‐Tech University Hangzhou 310018 China
| | - Bingxian Yang
- College of Life Sciences and Medicine Zhejiang Sci‐Tech University Hangzhou 310018 China
| | - Lin Zhang
- College of Life Sciences and Medicine Zhejiang Sci‐Tech University Hangzhou 310018 China
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17
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Identification of key aroma-active compounds in beef tallow varieties using flash GC electronic nose and GC × GC-TOF/MS. Eur Food Res Technol 2022. [DOI: 10.1007/s00217-022-04001-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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18
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An Efficient and Highly Sensitive Amperometric Quercetin Sensor Based on a Lotus Flower Like SeO2-Decorated rGO Nanocomposite Modified Glassy Carbon Electrode. Electrocatalysis (N Y) 2022. [DOI: 10.1007/s12678-022-00707-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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19
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Wang R, Sun J, Lassabliere B, Yu B, Liu SQ. UPLC-Q-TOF-MS based metabolomics and chemometric analyses for green tea fermented with Saccharomyces boulardii CNCM I-745 and Lactiplantibacillus plantarum 299V. Curr Res Food Sci 2022; 5:471-478. [PMID: 35252880 PMCID: PMC8892000 DOI: 10.1016/j.crfs.2022.02.012] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 01/07/2022] [Accepted: 02/20/2022] [Indexed: 10/27/2022] Open
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20
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ZHANG SF, ZHU DH, CHEN XJ. Analysis of E-tongue data for tea classification based on semi-supervised learning of generative adversarial network. CHINESE JOURNAL OF ANALYTICAL CHEMISTRY 2022. [DOI: 10.1016/j.cjac.2021.11.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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21
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He G, Hou X, Han M, Qiu S, Li Y, Qin S, Chen X. Discrimination and polyphenol compositions of green teas with seasonal variations based on UPLC-QTOF/MS combined with chemometrics. J Food Compost Anal 2022. [DOI: 10.1016/j.jfca.2021.104267] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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22
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Metabolite differentiation and antiobesity effects between different grades of Yuexi Cuilan green tea. J Funct Foods 2021. [DOI: 10.1016/j.jff.2021.104794] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
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23
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Estimating the catechin concentrations of new shoots in green tea fields using ground-based hyperspectral imagery. Food Chem 2021; 370:130987. [PMID: 34536779 DOI: 10.1016/j.foodchem.2021.130987] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Revised: 08/06/2021] [Accepted: 08/30/2021] [Indexed: 11/20/2022]
Abstract
Hyperspectral imagery was applied to estimating non-galloyl (EC, EGC) and galloyl (ECG, EGCG) types of catechins in new shoots of green tea. Partial least squares regression models were developed to consider the effects of commercial fertilizer (CF) and organic fertilizer (OF). The models could explain each type of catechin with a precision of more than 0.79, with a few exceptions. When the CF model was applied to the OF hyperspectral reflectance and the OF model was applied to the CF hyperspectral reflectance for mutual prediction, the prediction accuracy was better with the OF models than CF models. The prediction models using both CF and OF data (hyperspectral reflectances, and concentrations of catechins) had a precision of more than 0.76 except for the non-galloyl-type catechins as a group and EGC alone. These results provide useful data for maintaining and improving the quality of green tea.
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24
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Zhao F, Chen M, Jin S, Wang S, Yue W, Zhang L, Ye N. Macro-composition quantification combined with metabolomics analysis uncovered key dynamic chemical changes of aging white tea. Food Chem 2021; 366:130593. [PMID: 34314928 DOI: 10.1016/j.foodchem.2021.130593] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 06/30/2021] [Accepted: 07/11/2021] [Indexed: 11/04/2022]
Abstract
It is a common belief in China that aging could improve the quality of white tea. However, the stored-induced compositional changes remain elusive. In this study, ten subsets of white tea samples, which had been stored for 1-, 2-, 3-, 4-, 5-, 6-, 7-, 10-, 11- and 13- years, were selected. Macro-compositions were quantified firstly. As the results showed, it was interesting to find total flavonoids, thearubigins (TRs), and theabrownines (TBs) increasing, accompanied with a gradual decrease of total polyphenols, which suggest a conversion of phenolic component in the aging process. Then, nontargeted metabolomics was further conducted on selected subsets of samples, including 1-, 7- and 13- years stored to profile their conversion. As a result, most different metabolites were related to flavonol glycosides and flavone glycosides, suggesting dynamic phenolic component changes were vital in aging. The partial least-squares-discriminant analysis (PLS-DA) also identified them as markers in distinguishing.
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Affiliation(s)
- Feng Zhao
- College of Pharmacy, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian 350122, China; College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, Fujian, 350002, China.
| | - Mingjie Chen
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, Fujian, 350002, China; College of Life Science, Xinyang Normal University, Xinyang, Henan, 464000 China
| | - Shan Jin
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, Fujian, 350002, China
| | - Shuyan Wang
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, Fujian, 350002, China
| | - Wenjie Yue
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, Fujian, 350002, China
| | - Lixiong Zhang
- Zhangyuanji Tea Co., Ltd., Fuding City, Fujian 355200, China
| | - Naixing Ye
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, Fujian, 350002, China.
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25
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Cruz‐Molina AVDL, Ayala Zavala JF, Bernal Mercado AT, Cruz Valenzuela MR, González‐Aguilar GA, Lizardi‐Mendoza J, Brown‐Bojorquez F, Silva‐Espinoza BA. Maltodextrin encapsulation improves thermal and pH stability of green tea extract catechins. J FOOD PROCESS PRES 2021. [DOI: 10.1111/jfpp.15729] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Affiliation(s)
- Aimara V. De La Cruz‐Molina
- Centro de Investigación en Alimentación y Desarrollo, A.C Carretera Gustavo Enrique Astiazarán Rosas Hermosillo Mexico
| | - Jesus F. Ayala Zavala
- Centro de Investigación en Alimentación y Desarrollo, A.C Carretera Gustavo Enrique Astiazarán Rosas Hermosillo Mexico
| | - Ariadna T. Bernal Mercado
- Centro de Investigación en Alimentación y Desarrollo, A.C Carretera Gustavo Enrique Astiazarán Rosas Hermosillo Mexico
| | - Manuel R. Cruz Valenzuela
- Centro de Investigación en Alimentación y Desarrollo, A.C Carretera Gustavo Enrique Astiazarán Rosas Hermosillo Mexico
| | - Gustavo A. González‐Aguilar
- Centro de Investigación en Alimentación y Desarrollo, A.C Carretera Gustavo Enrique Astiazarán Rosas Hermosillo Mexico
| | - Jaime Lizardi‐Mendoza
- Centro de Investigación en Alimentación y Desarrollo, A.C Carretera Gustavo Enrique Astiazarán Rosas Hermosillo Mexico
| | | | - Brenda A. Silva‐Espinoza
- Centro de Investigación en Alimentación y Desarrollo, A.C Carretera Gustavo Enrique Astiazarán Rosas Hermosillo Mexico
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26
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Li M, Shen Y, Ling T, Ho CT, Li D, Guo H, Xie Z. Analysis of Differentiated Chemical Components between Zijuan Purple Tea and Yunkang Green Tea by UHPLC-Orbitrap-MS/MS Combined with Chemometrics. Foods 2021; 10:1070. [PMID: 34066071 PMCID: PMC8151513 DOI: 10.3390/foods10051070] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 05/08/2021] [Accepted: 05/10/2021] [Indexed: 12/13/2022] Open
Abstract
Zijuan tea (Camellia sinensis var. assamica cv. Zijuan) is a unique purple tea. Recently, purple tea has drawn much attention for its special flavor and health benefits. However, the characteristic compounds of purple tea compared with green tea have not been reported yet. The present study employed a non-targeted metabolomics approach based on ultra-high performance liquid chromatography (UHPLC)-Orbitrap-tandem mass spectrometry (MS/MS) for comprehensive analysis of characteristic metabolites between Zijuan purple tea (ZJT) and Yunkang green tea (YKT). Partial least squares-discriminant analysis (PLS-DA) indicated that there are significant differences in chemical profiles between ZJT and YKT. A total of 66 major differential metabolites included catechins, proanthocyanins, flavonol and flavone glycosides, phenolic acids, amino acids and alkaloids were identified in ZJT. Among them, anthocyanins are the most characteristic metabolites. Nine glycosides of anthocyanins and six glycosides of proanthocyanins were found to be significantly higher in ZJT than that in YKT. Subsequently, pathway analysis revealed that ZJT might generate anthocyanins and proanthocyanins through the flavonol and flavone glycosides. Furthermore, quantitative analysis showed absolutely higher concentrations of total anthocyanins in ZJT, which correlated with the metabolomics results. This study presented the comprehensive chemical profiling and the characterized metabolites of ZJT. These results also provided chemical evidence for potential health functions of ZJT.
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Affiliation(s)
- Mengwan Li
- State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Sciences and Technology, Anhui Agricultural University, Hefei 230036, China; (M.L.); (Y.S.); (T.L.); (D.L.)
- International Joint Laboratory on Tea Chemistry and Health Effects of Ministry of Education, School of Tea and Food Sciences and Technology, Anhui Agricultural University, Hefei 230036, China;
| | - Ying Shen
- State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Sciences and Technology, Anhui Agricultural University, Hefei 230036, China; (M.L.); (Y.S.); (T.L.); (D.L.)
- International Joint Laboratory on Tea Chemistry and Health Effects of Ministry of Education, School of Tea and Food Sciences and Technology, Anhui Agricultural University, Hefei 230036, China;
| | - Tiejun Ling
- State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Sciences and Technology, Anhui Agricultural University, Hefei 230036, China; (M.L.); (Y.S.); (T.L.); (D.L.)
- International Joint Laboratory on Tea Chemistry and Health Effects of Ministry of Education, School of Tea and Food Sciences and Technology, Anhui Agricultural University, Hefei 230036, China;
| | - Chi-Tang Ho
- International Joint Laboratory on Tea Chemistry and Health Effects of Ministry of Education, School of Tea and Food Sciences and Technology, Anhui Agricultural University, Hefei 230036, China;
- Department of Food Science, Rutgers University, 65 Dudley Road, New Brunswick, NJ 08901, USA
| | - Daxiang Li
- State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Sciences and Technology, Anhui Agricultural University, Hefei 230036, China; (M.L.); (Y.S.); (T.L.); (D.L.)
- International Joint Laboratory on Tea Chemistry and Health Effects of Ministry of Education, School of Tea and Food Sciences and Technology, Anhui Agricultural University, Hefei 230036, China;
| | - Huimin Guo
- State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Sciences and Technology, Anhui Agricultural University, Hefei 230036, China; (M.L.); (Y.S.); (T.L.); (D.L.)
- Center for Biotechnology, Anhui Agricultural University, Hefei 230036, China
| | - Zhongwen Xie
- State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Sciences and Technology, Anhui Agricultural University, Hefei 230036, China; (M.L.); (Y.S.); (T.L.); (D.L.)
- International Joint Laboratory on Tea Chemistry and Health Effects of Ministry of Education, School of Tea and Food Sciences and Technology, Anhui Agricultural University, Hefei 230036, China;
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27
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Wang Z, Ma B, Ma C, Zheng C, Zhou B, Guo G, Xia T. Region identification of Xinyang Maojian tea using UHPLC-Q-TOF/MS-based metabolomics coupled with multivariate statistical analyses. J Food Sci 2021; 86:1681-1691. [PMID: 33798265 DOI: 10.1111/1750-3841.15676] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 01/24/2021] [Accepted: 02/12/2021] [Indexed: 01/05/2023]
Abstract
Xinyang Maojian tea is a kind of famous roasted green tea produced in the middle of China. Ultra-high performance liquid chromatography-quadrupole time of flight-mass spectrometry (UHPLC-Q-TOF/MS)-based metabolomics coupled with multivariate statistical analyses, including principal component analysis (PCA) and hierarchical cluster analysis (HCA), were carried out in XMMJTs collected from Luoshan, Shangcheng, and Shihe Counties, respectively. Additionally, seven catechins, four flavonoids, two purine alkaloids, and gallic acid contents were determined by HPLC. Differential metabolites were selected by p-value <0.05, and fold change >1.50 or < 0.66 among 745 detected metabolites in metabolomics analysis. The results showed significant (p < 0.05) differences of three catechins including (-)-epicatechin, (-)-epicatechin gallate, and (-)-gallocatechin gallate, four flavonoids (i.e. quercetin, kaempferol, myricetin, and rutin), and theobromine among three various regions, and significant (p < 0.05) differences of (-)-epicatechin gallate, (-)-epigallocatechin, (+)-catechin, gallic acid, and kaempferol between Shuchazao and Group cultivar. The HCA showed that, except for two samples (i.e. LS 2 and SH 2) of Shuchazao cultivar clustered together, others could be clustered completely according to production place. The 63 relevant differential metabolites could achieve the purpose of region identification through PCA. Kyoto encyclopedia of genes and genomes (KEGG) metabolic pathway analysis elaborated the impact of geographical origin and tea cultivar on physiological metabolism in tea tree. PRACTICAL APPLICATION: Ultra-high performance liquid chromatography-quadrupole time of flight-mass spectrometry (UHPLC-Q-TOF/MS)-based liquid chromatography-tendem mass spectrometry (LC-MS/MS) metabolomics coupled with multivariate statistical analyses, such as principal component analysis (PCA) and hierarchical cluster analysis (HCA), revealed 63 differential metabolites related to production place, which contributed to the region identification of Xinyang Maojian teas.
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Affiliation(s)
- Zihao Wang
- Key Laboratory of Tea-Plants Comprehensive Utilization in Southern Henan Province, Tea Science Department, Xinyang Agriculture and Forestry University, Xinyang, Henan, P. R. China
| | - Bingsong Ma
- College of Longrun Pu-erh Tea, Yunnan Agricultural University, Kunming, Yunnan, P. R. China
| | - Cunqiang Ma
- Key Laboratory of Tea-Plants Comprehensive Utilization in Southern Henan Province, Tea Science Department, Xinyang Agriculture and Forestry University, Xinyang, Henan, P. R. China.,State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, Anhui, P. R. China
| | - Chengqin Zheng
- College of Longrun Pu-erh Tea, Yunnan Agricultural University, Kunming, Yunnan, P. R. China
| | - Binxing Zhou
- College of Longrun Pu-erh Tea, Yunnan Agricultural University, Kunming, Yunnan, P. R. China
| | - Guiyi Guo
- Key Laboratory of Tea-Plants Comprehensive Utilization in Southern Henan Province, Tea Science Department, Xinyang Agriculture and Forestry University, Xinyang, Henan, P. R. China
| | - Tao Xia
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, Anhui, P. R. China
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28
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Wang H, Cao X, Yuan Z, Guo G. Untargeted metabolomics coupled with chemometrics approach for Xinyang Maojian green tea with cultivar, elevation and processing variations. Food Chem 2021; 352:129359. [PMID: 33735748 DOI: 10.1016/j.foodchem.2021.129359] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 01/23/2021] [Accepted: 02/10/2021] [Indexed: 01/06/2023]
Abstract
The quality and flavor of green tea can be affected by various factors, which are closely related to the metabolite composition of tea. In this study, 66 Xinyang Maojian tea (XYMJ) samples produced by four cultivars, grown in different elevations and manufactured by different processing methods were analyzed by untargeted ultra-performance liquid chromatography-quadrupole time-of-flight mass spectrometry and chemometrics. 1912 ion features were detected and 95 metabolites were identified tentatively through a customized in-house library. Projection to latent structures discriminate analysis showed high capability to explain the cultivar variation. 54 metabolites were found to be responsible for the differentiation of the four cultivars. 27 metabolites including epigallocatechin gallate, epicatechin gallate, theanine, theogallin showed close correlation with elevation, resulting enhanced umami flavor of the high elevation tea. The differences between manual and mechanical tea were not significant. This comprehensive study is of great reference value for other types of tea.
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Affiliation(s)
- Huijun Wang
- Beijing Advanced Innovation Centre for Food Nutrition and Human Health, Beijing Technology and Business University (BTBU), Beijing 100048, China
| | - Xueli Cao
- Beijing Advanced Innovation Centre for Food Nutrition and Human Health, Beijing Technology and Business University (BTBU), Beijing 100048, China.
| | | | - Guiyi Guo
- Henan Key Laboratory of Tea Plant Comprehensive Utilization in South Henan, Xinyang Agriculture and Forestry University, Xinyang, Henan 464000, China.
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29
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Chromatography hyphenated to high resolution mass spectrometry in untargeted metabolomics for investigation of food (bio)markers. Trends Analyt Chem 2021. [DOI: 10.1016/j.trac.2020.116161] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Promoting Human Nutrition and Health through Plant Metabolomics: Current Status and Challenges. BIOLOGY 2020; 10:biology10010020. [PMID: 33396370 PMCID: PMC7823625 DOI: 10.3390/biology10010020] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 12/22/2020] [Accepted: 12/28/2020] [Indexed: 12/14/2022]
Abstract
Simple Summary This review summarizes the status, applications, and challenges of plant metabolomics in the context of crop breeding, food quality and safety, and human nutrition and health. It also highlights the importance of plant metabolomics in elucidating biochemical and genetic bases of traits associated with nutritive and healthy beneficial foods and other plant products to secure food supply, to ensure food quality, to protect humans from malnutrition and other diseases. Meanwhile, this review calls for comprehensive collaborations to accelerate relevant researches and applications in the context of human nutrition and health. Abstract Plant metabolomics plays important roles in both basic and applied studies regarding all aspects of plant development and stress responses. With the improvement of living standards, people need high quality and safe food supplies. Thus, understanding the pathways involved in the biosynthesis of nutritionally and healthily associated metabolites in plants and the responses to plant-derived biohazards in humans is of equal importance to meet people’s needs. For each, metabolomics has a vital role to play, which is discussed in detail in this review. In addition, the core elements of plant metabolomics are highlighted, researches on metabolomics-based crop improvement for nutrition and safety are summarized, metabolomics studies on plant natural products including traditional Chinese medicine (TCM) for health promotion are briefly presented. Challenges are discussed and future perspectives of metabolomics as one of the most important tools to promote human nutrition and health are proposed.
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Gu HW, Yin XL, Ma YX, Wang J, Yang F, Sun W, Ding B, Chen Y, Liu Z. Differentiating grades of Xihu Longjing teas according to the contents of ten major components based on HPLC-DAD in combination with chemometrics. Lebensm Wiss Technol 2020. [DOI: 10.1016/j.lwt.2020.109688] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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33
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Comparing characteristic aroma components of bead-shaped green teas from different regions using headspace solid-phase microextraction and gas chromatography–mass spectrometry/olfactometry combined with chemometrics. Eur Food Res Technol 2020. [DOI: 10.1007/s00217-020-03514-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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34
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Zhang Q, Zhang YY, Liu Z, Zhang YM, Lu N, Hai GQ, Shao SZ, Zheng QX, Zhang X, Fu HY, Bai CC, Yu YJ, She Y. Differentiating Westlake Longjing tea from the first- and second-grade producing regions using ultra high performance liquid chromatography with quadrupole time-of-flight mass spectrometry-based untargeted metabolomics in combination with chemometrics. J Sep Sci 2020; 43:2794-2803. [PMID: 32386337 DOI: 10.1002/jssc.201901138] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 04/15/2020] [Accepted: 04/22/2020] [Indexed: 11/08/2022]
Abstract
There are numerous articles published for geographical discrimination of tea. However, few research works focused on the authentication and traceability of Westlake Longjing green tea from the first- and second-grade producing regions because the tea trees are planted in a limited growing zone with identical cultivate condition. In this work, a comprehensive analytical strategy was proposed by ultrahigh performance liquid chromatography-quadrupole time-of-flight mass spectrometry-based untargeted metabolomics coupled with chemometrics. The automatic untargeted data analysis strategy was introduced to screen metabolites that expressed significantly among different regions. Chromatographic features of metabolites can be automatically and efficiently extracted and registered. Meanwhile, those that were valuable for geographical origin discrimination were screened based on statistical analysis and contents in samples. Metabolite identification was performed based on high-resolution mass values and tandem mass spectra of screened peaks. Twenty metabolites were identified, based on which the two-way encoding partial least squares discrimination analysis was built for geographical origin prediction. Monte Caro simulation results indicated that prediction accuracy was up to 99%. Our strategy can be applicable for practical applications in the quality control of Westlake Longjing green tea.
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Affiliation(s)
- Qian Zhang
- College of Pharmacy, Ningxia Medical University, Yinchuan, P. R. China
| | - Yu-Ying Zhang
- College of Pharmacy, Ningxia Medical University, Yinchuan, P. R. China
| | - Zhi Liu
- Institute of Quality and Standards for Agricultural Products, Zhejiang Academy of Agricultural Sciences, Hangzhou, P. R. China
| | - Yue-Ming Zhang
- College of Pharmacy, Ningxia Medical University, Yinchuan, P. R. China
| | - Ning Lu
- College of Pharmacy, Ningxia Medical University, Yinchuan, P. R. China
| | - Guo-Qing Hai
- College of Pharmacy, Ningxia Medical University, Yinchuan, P. R. China
| | - Sheng-Zhi Shao
- Institute of Quality and Standards for Agricultural Products, Zhejiang Academy of Agricultural Sciences, Hangzhou, P. R. China
| | - Qing-Xia Zheng
- Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou, P. R. China
| | - Xia Zhang
- College of Pharmacy, Ningxia Medical University, Yinchuan, P. R. China
| | - Hai-Yan Fu
- School of Pharmaceutical Sciences, South-Central University for Nationalities, Wuhan, P. R. China
| | - Chang-Cai Bai
- College of Pharmacy, Ningxia Medical University, Yinchuan, P. R. China
| | - Yong-Jie Yu
- College of Pharmacy, Ningxia Medical University, Yinchuan, P. R. China.,Ningxia Engineering and Technology Research Center for Modernization of Hui Medicine, Ningxia Medical University, Yinchuan, P. R. China
| | - Yuanbin She
- Zhejiang University of Technology, Hangzhou, P. R. China
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35
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Nitrogen-doped graphene-ionic liquid-glassy carbon microsphere paste electrode for ultra-sensitive determination of quercetin. Microchem J 2020. [DOI: 10.1016/j.microc.2020.104689] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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36
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Liu P, Weng R, Xu Y, Pan Y, Wang B, Qian Y, Qiu J. Distinct Quality Changes of Garlic Bulb during Growth by Metabolomics Analysis. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2020; 68:5752-5762. [PMID: 32283023 DOI: 10.1021/acs.jafc.0c01120] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Garlic-specialized metabolites contribute to both spicy flavor and healthy function of garlic. Their accumulation pattern and regulatory mechanism vary greatly at different environments and maturities. Herein, metabolomics models were built to evaluate and predict the quality and chemical composition variances of four garlic varieties in two regions at six growth stages. A total of 91 metabolites were identified, and their accumulation pattern during growth in three varieties of garlic in Shandong was similar but obviously distinct from that planted in Heilongjiang. Active metabolism for organosulfur compounds and amino acids was observed, and most metabolites with the "γ-glutamyl-" group were the storage compounds of nitrogen and sulfur in garlic because they increased remarkably during growth. The levels of functional components in garlic varied among different stages, and reliable prediction models for these compounds were provided, which may give a new idea for the estimation of garlic quality and confirmation of the best harvest time.
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Affiliation(s)
- Pingxiang Liu
- Key Laboratory of Agri-food Quality and Safety, Ministry of Agriculture and Rural Affairs, Institute of Quality Standard and Testing Technology for Agro-Products, Chinese Academy of Agricultural Sciences, Beijing 100081, People's Republic of China
| | - Rui Weng
- Key Laboratory of Agri-food Quality and Safety, Ministry of Agriculture and Rural Affairs, Institute of Quality Standard and Testing Technology for Agro-Products, Chinese Academy of Agricultural Sciences, Beijing 100081, People's Republic of China
| | - Yanyang Xu
- Key Laboratory of Agri-food Quality and Safety, Ministry of Agriculture and Rural Affairs, Institute of Quality Standard and Testing Technology for Agro-Products, Chinese Academy of Agricultural Sciences, Beijing 100081, People's Republic of China
| | - Yecan Pan
- Key Laboratory of Agri-food Quality and Safety, Ministry of Agriculture and Rural Affairs, Institute of Quality Standard and Testing Technology for Agro-Products, Chinese Academy of Agricultural Sciences, Beijing 100081, People's Republic of China
| | - Beinan Wang
- Key Laboratory of Agri-food Quality and Safety, Ministry of Agriculture and Rural Affairs, Institute of Quality Standard and Testing Technology for Agro-Products, Chinese Academy of Agricultural Sciences, Beijing 100081, People's Republic of China
| | - Yongzhong Qian
- Key Laboratory of Agri-food Quality and Safety, Ministry of Agriculture and Rural Affairs, Institute of Quality Standard and Testing Technology for Agro-Products, Chinese Academy of Agricultural Sciences, Beijing 100081, People's Republic of China
| | - Jing Qiu
- Key Laboratory of Agri-food Quality and Safety, Ministry of Agriculture and Rural Affairs, Institute of Quality Standard and Testing Technology for Agro-Products, Chinese Academy of Agricultural Sciences, Beijing 100081, People's Republic of China
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37
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ŞENOCAK A. Simple and sensitive detection of quercetin antioxidant by TEOS coated magnetic Fe2O3 core-shell. JOURNAL OF THE TURKISH CHEMICAL SOCIETY, SECTION A: CHEMISTRY 2020. [DOI: 10.18596/jotcsa.733141] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
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38
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Effects of geographic locations and topographical factors on secondary metabolites distribution in green tea at a regional scale. Food Control 2020. [DOI: 10.1016/j.foodcont.2019.106979] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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39
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Aboulwafa MM, Youssef FS, Gad HA, Altyar AE, Al-Azizi MM, Ashour ML. A Comprehensive Insight on the Health Benefits and Phytoconstituents of Camellia sinensis and Recent Approaches for Its Quality Control. Antioxidants (Basel) 2019; 8:E455. [PMID: 31590466 PMCID: PMC6826564 DOI: 10.3390/antiox8100455] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Revised: 09/30/2019] [Accepted: 10/03/2019] [Indexed: 12/18/2022] Open
Abstract
Tea, Camellia sinensis, which belongs to the family Theaceae, is a shrub or evergreen tree up to 16 m in height. Green tea is very popular because of its marked health benefits comprising its anticancer, anti-oxidant, and antimicrobial activities, as well as its effectiveness in reducing body weight. Additionally, it was recognized by Chinese people as an effective traditional drink required for the prophylaxis against many health ailments. This is due to the complex chemical composition of green tea, which comprises different classes of chemical compounds, such as polyphenols, alkaloids, proteins, minerals, vitamins, amino acids, and others. The beneficial health effects of green tea ultimately led to its great consumption and increase its liability to be adulterated by either low-quality or non-green tea products with concomitant decrease in activity. Thus, in this review, green tea was selected to highlight its health benefits and phytoconstituents, as well as recent approaches for its quality-control monitoring that guarantee its incorporation in many pharmaceutical industries. More research is needed to find out other more biological activities, active constituents, and other simple and cheap techniques for its quality assurance that ascertain the prevention of its adulteration.
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Affiliation(s)
- Maram M Aboulwafa
- Department of Pharmacognosy, Faculty of Pharmacy, Ain-Shams University, Cairo-11566, Egypt.
| | - Fadia S Youssef
- Department of Pharmacognosy, Faculty of Pharmacy, Ain-Shams University, Cairo-11566, Egypt.
| | - Haidy A Gad
- Department of Pharmacognosy, Faculty of Pharmacy, Ain-Shams University, Cairo-11566, Egypt.
| | - Ahmed E Altyar
- Department of Pharmacy Practice, Faculty of Pharmacy, King Abdulaziz University, P.O. Box 80260 Jeddah-21589, Saudi Arabia.
| | - Mohamed M Al-Azizi
- Department of Pharmacognosy, Faculty of Pharmacy, Ain-Shams University, Cairo-11566, Egypt.
| | - Mohamed L Ashour
- Department of Pharmacognosy, Faculty of Pharmacy, Ain-Shams University, Cairo-11566, Egypt.
- Department of Pharmaceutical Sciences, Pharmacy Program, Batterjee Medical College, P.O. Box 6231, Jeddah-21442, Saudi Arabia.
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Wang JG, Gao XM, Ma ZL, Chen J, Liu YN, Shi WQ. Metabolomic and transcriptomic profiling of three types of litchi pericarps reveals that changes in the hormone balance constitute the molecular basis of the fruit cracking susceptibility of Litchi chinensis cv. Baitangying. Mol Biol Rep 2019; 46:5295-5308. [PMID: 31440876 DOI: 10.1007/s11033-019-04986-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Accepted: 07/18/2019] [Indexed: 01/18/2023]
Abstract
Many Litchi chinensis cv. Baitangying orchards are suffering from a serious fruit cracking problem, but few studies have improved our understanding of the mechanism or the molecular basis of cracking susceptibility in 'Baitangying'. We conducted metabolome and transcriptome analyses of three types of litchi pericarps. To prevent passive progression after fruit cracking from affecting the results, we mainly focused on 11 metabolites and 101 genes that showed the same regulatory status and overlap in pairwise comparisons of cracking 'Baitangying' versus noncracking 'Baitangying' and noncracking 'Baitangying' versus noncracking 'Feizixiao'. Compared with the cracking-resistant cultivar 'Feizixiao', the 'Baitangying' pericarp has higher abscisic acid contents, and the presence of relevant metabolites and genes suggests increased biosynthesis of ethylene and jasmonic acid and decreased auxin and brassinosteroid biosynthesis. The fruit cracking-susceptible trait in 'Baitangying' might be associated with differences in the balance of these five types of hormones between the pericarp of this cultivar and that of 'Feizixiao'. Additionally, combined analyses showed a correspondence between the metabolite profiles and transcript patterns. qRT-PCR validation indicated the reliability of our high-throughput results. The acquired information might help in further studying the mechanisms that mediate fruit cracking susceptibility in 'Baitangying' and other litchi cultivars.
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Affiliation(s)
- Ju-Gang Wang
- College of Agro-forestry Engineering & Planning, Tongren University, Tongren, 554300, China. .,South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Science, Zhanjiang, 524091, China. .,Key Laboratory of Tropical Fruit Biology, Ministry of Agriculture, Zhanjiang, 524091, China. .,Key Laboratory of Tropical Crops Nutrition, Zhanjiang, 524091, Hainan Province, China.
| | - Xiao-Min Gao
- College of Agro-forestry Engineering & Planning, Tongren University, Tongren, 554300, China.,South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Science, Zhanjiang, 524091, China.,Key Laboratory of Tropical Fruit Biology, Ministry of Agriculture, Zhanjiang, 524091, China
| | - Zhi-Ling Ma
- South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Science, Zhanjiang, 524091, China.,Key Laboratory of Tropical Fruit Biology, Ministry of Agriculture, Zhanjiang, 524091, China
| | - Jing Chen
- South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Science, Zhanjiang, 524091, China.,Key Laboratory of Tropical Fruit Biology, Ministry of Agriculture, Zhanjiang, 524091, China.,Key Laboratory of Tropical Crops Nutrition, Zhanjiang, 524091, Hainan Province, China
| | - Ya-Nan Liu
- South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Science, Zhanjiang, 524091, China.,Key Laboratory of Tropical Fruit Biology, Ministry of Agriculture, Zhanjiang, 524091, China.,Key Laboratory of Tropical Crops Nutrition, Zhanjiang, 524091, Hainan Province, China
| | - Wei-Qi Shi
- South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Science, Zhanjiang, 524091, China.,Key Laboratory of Tropical Fruit Biology, Ministry of Agriculture, Zhanjiang, 524091, China.,Key Laboratory of Tropical Crops Nutrition, Zhanjiang, 524091, Hainan Province, China
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41
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Determination of 21 free amino acids in 5 types of tea by ultra-high performance liquid chromatography coupled with tandem mass spectrometry (UHPLC–MS/MS) using a modified 6-aminoquinolyl-N-hydroxysuccinimidyl carbamate (AQC) method. J Food Compost Anal 2019. [DOI: 10.1016/j.jfca.2019.05.007] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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42
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Jiang CK, Ma JQ, Apostolides Z, Chen L. Metabolomics for a Millenniums-Old Crop: Tea Plant ( Camellia sinensis). JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2019; 67:6445-6457. [PMID: 31117495 DOI: 10.1021/acs.jafc.9b01356] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Tea cultivation and utilization dates back to antiquity. Today it is the most widely consumed beverage on earth due to its pleasant taste and several beneficial health properties attributed to specific metabolites. Metabolomics has a tremendous potential to correlate tea metabolites with taste and health properties in humans. Our review on the current application of metabolomics in the science of tea suggests that metabolomics is a promising frontier in the evaluation of tea quality, identification of functional genes responsible for key metabolites, investigation of their metabolic regulation, and pathway analysis in the tea plant. Furthermore, the challenges, possible solutions, and the prospects of metabolomics in tea science are reviewed.
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Affiliation(s)
- Chen-Kai Jiang
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture and Rural Affairs , Tea Research Institute of the Chinese Academy of Agricultural Sciences , Hangzhou 310008 , China
| | - Jian-Qiang Ma
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture and Rural Affairs , Tea Research Institute of the Chinese Academy of Agricultural Sciences , Hangzhou 310008 , China
| | - Zeno Apostolides
- Department of Biochemistry, Genetics and Microbiology , University of Pretoria , Pretoria 0002 , South Africa
| | - Liang Chen
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture and Rural Affairs , Tea Research Institute of the Chinese Academy of Agricultural Sciences , Hangzhou 310008 , China
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43
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Zhang X, Su M, Du J, Zhou H, Li X, Li X, Ye Z. Comparison of Phytochemical Differences of the Pulp of Different Peach [ Prunus persica (L.) Batsch] Cultivars with Alpha-Glucosidase Inhibitory Activity Variations in China Using UPLC-Q-TOF/MS. Molecules 2019; 24:molecules24101968. [PMID: 31121837 PMCID: PMC6571656 DOI: 10.3390/molecules24101968] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Revised: 05/19/2019] [Accepted: 05/20/2019] [Indexed: 12/16/2022] Open
Abstract
In order to fully understand the variation of the fruit alpha-glucosidase inhibitory activity-related phytochemical basis in the Chinese peach [Prunus persica (L.) Batsch], mature fruit from 33 cultivars was used for the investigation of fruit phenolic phytochemical attributes, including total phenolics, flavonoids, anthocyanins, and procyanidins, as well as the alpha-glucosidase inhibitory activity in vitro. Alpha-glucosidase inhibitory activity varied significantly among tested peach cultivars and was strongly correlated with total phenolics, total procyanidins, and total flavonoids. Untargeted UPLC-Q-TOF/MS-based metabolomics were used to comprehensively discriminate between peaches with different inhibitory activity on alpha-glucosidase. Principal component analysis (PCA) and orthogonal partial least squares discrimination analysis (OPLS-DA) were used for this process. Twenty-three differential compounds were identified between peach cultivars with high and low alpha-glucosidase inhibitory activity, and nine, including procyanidin C1, procyanidin trimer isomer 1, procyanidin trimer isomer 2, procyanidin B1, procyanidin dimer, epicatechin-epicatechin-epicatechin, phloridzin, kaempferol 3-(2'',6''-di-(E)-p-coumarylglucoside), and luteolin 3'-methyl ether 7-malonylglucoside, were identified as marker compounds responsible for the discrimination. Overall, variations in metabolites in peach pulp reflect the diversity in peach germplasm, and these nine compounds are good candidate markers for future genetic breeding of peach fruit with high alpha-glucosidase inhibitory activity.
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Affiliation(s)
- Xianan Zhang
- Forestry and Fruit Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, 201403, China.
- Shanghai Key Laboratory of Protected Horticultural Technology, Shanghai, 201403, China.
| | - Mingshen Su
- Forestry and Fruit Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, 201403, China.
- Shanghai Key Laboratory of Protected Horticultural Technology, Shanghai, 201403, China.
| | - Jihong Du
- Forestry and Fruit Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, 201403, China.
- Shanghai Key Laboratory of Protected Horticultural Technology, Shanghai, 201403, China.
| | - Huijuan Zhou
- Forestry and Fruit Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, 201403, China.
- Shanghai Key Laboratory of Protected Horticultural Technology, Shanghai, 201403, China.
| | - Xiongwei Li
- Forestry and Fruit Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, 201403, China.
- Shanghai Key Laboratory of Protected Horticultural Technology, Shanghai, 201403, China.
| | - Xin Li
- Instrumental Analysis Center, Shanghai Jiao Tong University, Shanghai, 200240, China.
| | - Zhengwen Ye
- Forestry and Fruit Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, 201403, China.
- Shanghai Key Laboratory of Protected Horticultural Technology, Shanghai, 201403, China.
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44
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Huang Y, Wang T, Fillet M, Crommen J, Jiang Z. Simultaneous determination of amino acids in different teas using supercritical fluid chromatography coupled with single quadrupole mass spectrometry. J Pharm Anal 2019; 9:254-258. [PMID: 31452963 PMCID: PMC6702419 DOI: 10.1016/j.jpha.2019.05.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2019] [Revised: 04/13/2019] [Accepted: 05/05/2019] [Indexed: 01/25/2023] Open
Abstract
Tea is a widely consumed beverage and has many important physiological properties and potential health benefits. In this study, a novel method based on supercritical fluid chromatography coupled with mass spectrometry (SFC-MS) was developed to simultaneously determine 11 amino acids in different types of tea (green teas, Oolong tea, black tea and Pu-erh tea). The separation conditions for the analysis of the selected amino acids including the column type, temperature and backpressure as well as the type of additive, were carefully optimized. The best separation of the 11 amino acids was obtained by adding water (5%, v/v) and trifluoroacetic acid (0.4%, v/v) to the organic modifier (methanol). Finally, the developed SFC-MS method was fully validated and successfully applied to the determination of these amino acids in six different tea samples. Good linearity (r ≥ 0.993), precision (RSDs ≤ 2.99%), accuracy (91.95%–107.09%) as well as good sample stability were observed. The limits of detection ranged from 1.42 to 14.69 ng/mL, while the limits of quantification were between 4.53 and 47.0 ng/mL. The results indicate that the contents of the 11 amino acids in the six different tea samples are greatly influenced by the degree of fermentation. The proposed SFC-MS method shows a great potential for further investigation of tea varieties. A SFC-MS approach was developed for the determination of amino acids. Water and trifluoroacetic acid are interesting additives for the SFC separation of amino acids. The SFC-MS method shows a good potential to differentiate the types of tea based on the content of amino acids.
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Affiliation(s)
- Yang Huang
- Institute of Pharmaceutical Analysis, College of Pharmacy, Jinan University, Guangzhou 510632, China
- Shenzhen Institute for Drug Control, Shenzhen, China
- Department of Pharmaceutics, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, China
- Laboratory for the Analysis of Medicine, Department of Pharmaceutical Sciences, CIRM, University of Liege, CHU B36, B-4000 Liege, Belgium
| | - Tiejie Wang
- Shenzhen Institute for Drug Control, Shenzhen, China
| | - Marianne Fillet
- Institute of Pharmaceutical Analysis, College of Pharmacy, Jinan University, Guangzhou 510632, China
- Laboratory for the Analysis of Medicine, Department of Pharmaceutical Sciences, CIRM, University of Liege, CHU B36, B-4000 Liege, Belgium
| | - Jacques Crommen
- Institute of Pharmaceutical Analysis, College of Pharmacy, Jinan University, Guangzhou 510632, China
- Laboratory for the Analysis of Medicine, Department of Pharmaceutical Sciences, CIRM, University of Liege, CHU B36, B-4000 Liege, Belgium
| | - Zhengjin Jiang
- Institute of Pharmaceutical Analysis, College of Pharmacy, Jinan University, Guangzhou 510632, China
- Corresponding author.
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45
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Comprehensive Investigation of the Effects of Brewing Conditions in Sample Preparation of Green Tea Infusions. Molecules 2019; 24:molecules24091735. [PMID: 31060206 PMCID: PMC6539062 DOI: 10.3390/molecules24091735] [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: 04/12/2019] [Revised: 04/30/2019] [Accepted: 05/01/2019] [Indexed: 11/17/2022] Open
Abstract
Chemical and biological investigation of green tea has been generally performed while using different infusions that are prepared without consideration of the effects of sample preparation conditions. In this study, for the first time, the effects of green tea brewing conditions on the antioxidant activity and chemical profiles of metabolome and catechin compounds were examined at 60 °C and 95 °C for a period of 5-300 min. The antioxidant capacities of the tea infusions, which were assessed as per 2,2-diphenyl-1-picryl-hydrazyl hydrate (DPPH) radical scavenging activity, depended more on temperature than time. Metabolomics study that was based on ultra-high performance liquid chromatography-quadrupole-time-of-flight mass spectrometry (UHPLC-QTOF/MS) revealed that the metabolic profiles, including 33 differential metabolites, were significantly changed by temperature and time, with the effects of time being more evident at 95 °C starting after 30 min. Infusions that were brewed at 95 °C for greater than 30 min yielded distinct profiles in the hierarchical clustering analysis. The quantification of eight catechins by UHPLC-QqQ/MS showed that the total catechin level peaked at 95 °C brewing at 10 min, after which the levels of four epi-forms of catechins decreased and those of four non-epi-forms increased, implying the epimerization of catechins over time. These results suggest that the brewing conditions for sample preparation of green tea should be put into careful consideration in studies where green tea extracts are applied as aqueous infusions.
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46
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Wang W, Jin S, Guo Y. Exploration of a Method of Distinguishing Different Nongxiang Tieguanyin Tea Grades Based on Aroma Determined by GC-MS Combined with Chemometrics. Molecules 2019; 24:molecules24091707. [PMID: 31052526 PMCID: PMC6539088 DOI: 10.3390/molecules24091707] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Accepted: 04/30/2019] [Indexed: 12/30/2022] Open
Abstract
An aroma-based method for distinguishing different grades of Nongxiang Tieguanyin was explored by taking special grade (K110) and 1-4 grades (K101, K102, K103, and K104) of this tea as samples. Tea samples were analyzed by gas chromatography-mass spectrometry (GC-MS) combined with chemometrics. Results showed differences in the types and relative contents of aroma components among different grades of Nongxiang Tieguanyin tea. In the principal component analysis (PCA) scoring plot, except for K102 and K103, tea samples of different grades were distributed in different regions. Components satisfying variable important for the projection (VIP) > 1 and peak areas with significant differences (p < 0.05) among different tea grades were screened. Finally, 18 differential variables were screened out from 143 volatiles. The clustering results of these variables were consistent with those of PCA. K102 and K103 were initially clustered into one group and then clustered with K101, K110, and K104 in turn. The clear PCA separation of these samples and uniform hierarchical cluster analysis (HCA) clustering results suggests that GC-MS coupled with chemometrics analysis is a valid and accurate approach for discriminating different grades of Nongxiang Tieguanyin. The screened differential variables could represent a difference in aroma quality among five grades of Nongxiang Tieguanyin tea. Clear rules between peak area and the grade were also observed in some differential variables. 1-Ethylpyrrole and unknown-32 were positively correlated with grade. 2-Methylfuran, 2-ethylfuran, 2-methylidenecyclopentan-1-ol, mesityl oxide, 2-amylfuran, and D-limonene were negatively correlated with grade. The peak areas of methyl acetate, dimethyl sulfide, 6-methylhept-5-en-2-one, and (Z)-β-ocimene initially decreased but then increased with declining grade. The toluene content was especially high in K104 but only a negligible difference was observed among other grades. This study provides a potential method for differentiating Nongxiang Tieguanyin teas of different grades based on aroma. Unknown samples could be classified by comparison of their spatial distribution with those of known standard samples in PCA or HCA, as well as the peak area differences of differential variables between unknown samples and known standard samples.
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Affiliation(s)
- Wei Wang
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Shan Jin
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
- Key Laboratory of Tea Science of Fujian Province, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Yaling Guo
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
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Mishra P, Nordon A, Tschannerl J, Lian G, Redfern S, Marshall S. Near-infrared hyperspectral imaging for non-destructive classification of commercial tea products. J FOOD ENG 2018. [DOI: 10.1016/j.jfoodeng.2018.06.015] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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49
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Serially coupled reversed phase-hydrophilic interaction liquid chromatography–tailored multiple reaction monitoring, a fit-for-purpose tool for large-scale targeted metabolomics of medicinal bile. Anal Chim Acta 2018; 1037:119-129. [DOI: 10.1016/j.aca.2017.11.072] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2017] [Revised: 11/24/2017] [Accepted: 11/26/2017] [Indexed: 11/18/2022]
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50
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Fu W, Chen D, Pan Q, Li F, Zhao Z, Ge X, Li Z. Production of red-flowered oilseed rape via the ectopic expression of Orychophragmus violaceus OvPAP2. PLANT BIOTECHNOLOGY JOURNAL 2018; 16. [PMID: 28640973 PMCID: PMC5787836 DOI: 10.1111/pbi.12777] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Oilseed rape (Brassica napus L.), which has yellow flowers, is both an important oil crop and a traditional tourism resource in China, whereas the Orychophragmus violaceus, which has purple flowers, likely possesses a candidate gene or genes to alter the flower colour of oilseed rape. A previously established B. napus line has a particular pair of O. violaceus chromosomes (M4) and exhibits slightly red petals. In this study, the transcriptomic analysis of M4, B. napus (H3), and O. violaceus with purple petals (OvP) and with white petals (OvW) revealed that most anthocyanin biosynthesis genes were up-regulated in both M4 and OvP. Read assembly and sequence alignment identified a homolog of AtPAP2 in M4, which produced the O. violaceus transcript (OvPAP2). The overexpression of OvPAP2 via the CaMV35S promoter in Arabidopsis thaliana led to different levels of anthocyanin accumulation in most organs, including the petals. However, the B. napus overexpression plants showed anthocyanin accumulation primarily in the anthers, but not the petals. However, when OvPAP2 was driven by the petal-specific promoter XY355, the transgenic B. napus plants produced red anthers and red petals. The results of metabolomic experiments showed that specific anthocyanins accumulated to high levels in the red petals. This study illustrates the feasibility of producing red-flowered oilseed rape, thereby enhancing its ornamental value, via the ectopic expression of the OvPAP2 gene. Moreover, the practical application of this study for insect pest management in the crop is discussed.
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Affiliation(s)
- Wenqin Fu
- National Key Laboratory of Crop Genetic ImprovementNational Center of Oil Crop Improvement (Wuhan)College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
| | - Daozong Chen
- National Key Laboratory of Crop Genetic ImprovementNational Center of Oil Crop Improvement (Wuhan)College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
| | - Qi Pan
- National Key Laboratory of Crop Genetic ImprovementNational Center of Oil Crop Improvement (Wuhan)College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
| | - Fengfeng Li
- National Key Laboratory of Crop Genetic ImprovementNational Center of Oil Crop Improvement (Wuhan)College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
| | - Zhigang Zhao
- Qinghai Academy of Agricultural and Forestry SciencesQinghai UniversityXiningChina
| | - Xianhong Ge
- National Key Laboratory of Crop Genetic ImprovementNational Center of Oil Crop Improvement (Wuhan)College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
| | - Zaiyun Li
- National Key Laboratory of Crop Genetic ImprovementNational Center of Oil Crop Improvement (Wuhan)College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhanChina
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