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Shan R, Zhang Y, You X, Kong X, Zhang Y, Li X, Wang L, Wang X, Chen C. Revealing the Molecular Regulatory Mechanism of Flavonoid Accumulation in Tender Leaves of Tea Plants by Transcriptomic and Metabolomic Analyses. PLANTS (BASEL, SWITZERLAND) 2025; 14:625. [PMID: 40006884 PMCID: PMC11859652 DOI: 10.3390/plants14040625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2024] [Revised: 02/03/2025] [Accepted: 02/13/2025] [Indexed: 02/27/2025]
Abstract
Flavonoids are secondary metabolites that are beneficial to life activities and are mainly concentrated in buds and leaves in the form of glycosides. Flavonoid glycosides have important effects on the properties and quality of tea plants. Research has shown that the abundance of flavonoid glycosides varies greatly among different cultivars, but research on the regulatory mechanisms that cause their differential accumulation among tea plant cultivars with different leaf colors is lacking. In this study, an integrated analysis of metabolomics and transcriptomics was conducted to determine the regulatory networks regulating astringency and color-related flavonoids in tea plant cultivars with diverse leaf colors. A total of five anthocyanidins, four catechins, and nine flavonol glycosides were found to partially contribute to the differences in taste and leaf color among tea plant cultivars with diverse leaf colors. Furthermore, 15 MYB genes and 5 Dof genes were identified as potential regulators controlling the expression of eight key structural genes, resulting in differences in the accumulation of specific compounds, including epicatechin (EC), catechin (C), cyanidin, cyanidin 3-O-glucoside, pelargonidin 3-O-glucoside, and quercetin 3-O-glucoside, in tea plant cultivars with diverse leaf colors. These findings provide insights into the development and utilization of resources from tea plants with diverse leaf colors.
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Affiliation(s)
- Ruiyang Shan
- Tea Research Institute, Fujian Academy of Agricultural Science, Fujian Branch of National Center for Tea Improvement, Fuzhou 350013, China; (R.S.); (X.Y.); (Y.Z.); (X.L.)
| | - Yongheng Zhang
- Key Laboratory of Biology, Genetics and Breeding of Special Economic Animals and Plants, Ministry of Agriculture and Rural Affairs, National Center for Tea Plant Improvement, Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310008, China; (Y.Z.); (L.W.)
| | - Xiaomei You
- Tea Research Institute, Fujian Academy of Agricultural Science, Fujian Branch of National Center for Tea Improvement, Fuzhou 350013, China; (R.S.); (X.Y.); (Y.Z.); (X.L.)
| | - Xiangrui Kong
- Tea Research Institute, Fujian Academy of Agricultural Science, Fujian Branch of National Center for Tea Improvement, Fuzhou 350013, China; (R.S.); (X.Y.); (Y.Z.); (X.L.)
| | - Yazhen Zhang
- Tea Research Institute, Fujian Academy of Agricultural Science, Fujian Branch of National Center for Tea Improvement, Fuzhou 350013, China; (R.S.); (X.Y.); (Y.Z.); (X.L.)
| | - Xinlei Li
- Tea Research Institute, Fujian Academy of Agricultural Science, Fujian Branch of National Center for Tea Improvement, Fuzhou 350013, China; (R.S.); (X.Y.); (Y.Z.); (X.L.)
| | - Lu Wang
- Key Laboratory of Biology, Genetics and Breeding of Special Economic Animals and Plants, Ministry of Agriculture and Rural Affairs, National Center for Tea Plant Improvement, Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310008, China; (Y.Z.); (L.W.)
| | - Xinchao Wang
- Key Laboratory of Biology, Genetics and Breeding of Special Economic Animals and Plants, Ministry of Agriculture and Rural Affairs, National Center for Tea Plant Improvement, Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310008, China; (Y.Z.); (L.W.)
| | - Changsong Chen
- Tea Research Institute, Fujian Academy of Agricultural Science, Fujian Branch of National Center for Tea Improvement, Fuzhou 350013, China; (R.S.); (X.Y.); (Y.Z.); (X.L.)
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Chen Y, Li Y, Lin LL, Liao Y, Fang H, Wang T. Intelligent identification of picking periods of Lu'an Guapian tea by an indicator displacement colorimetric sensor array combined with machine learning. Food Res Int 2024; 195:114960. [PMID: 39277264 DOI: 10.1016/j.foodres.2024.114960] [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: 06/26/2024] [Revised: 08/14/2024] [Accepted: 08/20/2024] [Indexed: 09/17/2024]
Abstract
Lu'an Gua Pian (LAGP) tea is one of the most famous green teas in China. The quality of green tea is related to its picking periods, especially the green tea before Qingming Festival (usually April 6th) is highly praised as precious in the market. In this work, a simple and cheap indicator displacement colorimetric sensor array combined with smartphone was developed to rapidly identify LAGP picked during different picking periods. First, the chemical component contents of LAGP picked before and after Qingming Festival were analyzed. Second, a well-designed colorimetric sensor array was proposed based on the tea component contents differences. Finally, machine learning was used to process the array data taken by a smartphone. By comparison, the accuracy of the best model for the prediction set was 97%. Meanwhile, the multi-channel advantages of the sensing array were demonstrated by an ablation experiment. In addition, the method achieved an AGREE analysis score of 0.88, indicating that it was environmental-friendly.
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Affiliation(s)
- Yao Chen
- Hunan Key Lab of Biomedical Materials and Devices, College of Life Sciences and Chemistry, Hunan University of Technology, Zhuzhou 412007, China; State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha 410082, China
| | - Yuan Li
- Hunan Key Lab of Biomedical Materials and Devices, College of Life Sciences and Chemistry, Hunan University of Technology, Zhuzhou 412007, China
| | - Li-Lin Lin
- Hunan Key Lab of Biomedical Materials and Devices, College of Life Sciences and Chemistry, Hunan University of Technology, Zhuzhou 412007, China
| | - Yue Liao
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha 410082, China
| | - Huan Fang
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha 410082, China
| | - Tong Wang
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha 410082, China.
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3
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Long P, Su S, Wen M, Liu X, Han Z, Ke JP, Zhou Y, Zhu M, Cheng Y, Shao Y, Wan X, Zhang L. An insight into trichomes-deficiency and trichomes-rich black teas by comparative metabolomics: The impact of oxidized trichomes on metabolic profiles and infusion color. Food Res Int 2024; 190:114638. [PMID: 38945627 DOI: 10.1016/j.foodres.2024.114638] [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: 04/10/2024] [Revised: 05/30/2024] [Accepted: 06/09/2024] [Indexed: 07/02/2024]
Abstract
Tea trichomes were regarded as an essential evaluation index for reflecting tea flavor quality in terms of aroma and influence on infusion color. This study reveals the impact of golden oxidized trichomes on the color, volatile and non-volatile metabolites of black teas through comparative metabolomics combined quantitative analysis on hongbiluo (trichomes-deficiency black teas), hongjinluo (trichomes-rich black teas), and trichomes (from hongjinluo). Forty-six volatile components were detected using headspace solid-phase microextraction gas chromatography-mass spectrometry, while the results suggested that the contribution of trichomes to black teas is limited. A total of 60 marker non-volatile compounds were identified, including catechins, catechin oxidation products, flavonoid glycosides, organic acids, hydrolysable tannins and amino acids. Notably, p-coumaroyl-kaempferol glucosides, and catechin dimers demonstrated high levels in independent trichomes and showed a positive correlation with the brightness and yellow hue of black tea infusions, specifically kaempferol 3-O-di-(p-coumaroyl)-hexoside. Furthermore, results from fractional extraction analysis of separated trichomes provided that N-ethyl-2-pyrrolidinone-substituted epicatechin gallates, acylated kaempferol glycosides, and chromogenic catechins dimers, such as theaflavins, were primary color contributors in oxidized trichomes. Especially, we found that epicatechin gallate (ECG) and its derivates, 3'-O-methyl-ECG and N-ethyl-2-pyrrolidinone-substituted ECG, highly accumulated in trichomes, which may be associated with the varieties of hongbiluo and hongjinluo black teas. Eventually, addition tests were applied to verify the color contribution of trichome mixtures. Our findings employed comprehensive information revealing that golden oxidized trichomes contributed significantly to the brightness and yellow hue of black tea infusion, but their contribution to the aroma and metabolic profile is limited. These findings may contribute to the effective modulation of the infusion color during black tea production by regulating the proportion of tea trichomes or screening trichomes-rich or deficiency varieties.
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Affiliation(s)
- Piaopiao Long
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, China
| | - Shengxiao Su
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, China
| | - Mingchun Wen
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, China
| | - Xuyang Liu
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, China
| | - Zisheng Han
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, China
| | - Jia-Ping Ke
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, China
| | - Yu Zhou
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, China
| | - Mengting Zhu
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, China
| | - Yong Cheng
- Zhejiang Skyherb Biotechnology Inc., Huzhou 313000, China
| | - Yundong Shao
- Zhejiang Skyherb Biotechnology Inc., Huzhou 313000, China
| | - Xiaochun Wan
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, China
| | - Liang Zhang
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, China.
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Yan T, Cai B, Li F, Guo D, Xia C, Lv H, Lin B, Gao H, Geng Z. Proteomic and metabolomic revealed the effect of shading treatment on cigar tobacco. FRONTIERS IN PLANT SCIENCE 2024; 15:1433575. [PMID: 39100083 PMCID: PMC11294240 DOI: 10.3389/fpls.2024.1433575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Accepted: 07/03/2024] [Indexed: 08/06/2024]
Abstract
Shading or low light conditions are essential cultivation techniques for cigar wrapper tobacco leaves production, yet their impact on protein and metabolic regulatory networks is not well understood. In this study, we integrated proteomic and metabolomic analyses to uncover the potential molecular mechanisms affecting cigar tobacco leaves under shading treatment. Our findings include: (1) Identification of 780 significantly differentially expressed proteins (DEPs) in the cigar wrapper tobacco leaves, comprising 560 up-regulated and 220 down-regulated proteins, predominantly located in the chloroplast, cytoplasm, and nucleus, collectively accounting for 50.01%. (2) Discovery of 254 significantly differentially expressed metabolites (DEMs), including 148 up-regulated and 106 down-regulated metabolites. (3) KEGG pathway enrichment analysis revealed that the mevalonate (MVA) pathway within 'Terpenoid backbone biosynthesis' was inhibited, leading to a down-regulation of 'Sesquiterpenoid and triterpenoid biosynthesis'. Conversely, the 2-C-methyl-D-erythritol 4-phosphate (MEP) pathway was enhanced, resulting in an up-regulation of 'Monoterpenoid biosynthesis', 'Diterpenoid biosynthesis', and 'Carotenoid biosynthesis', thereby promoting the synthesis of terpenoids such as carotenoids and chlorophylls. Simultaneously, the Calvin cycle in 'Carbon fixation in photosynthetic organisms' was amplified, increasing photosynthetic efficiency. These results suggest that under low light conditions, cigar tobacco optimizes photosynthetic efficiency by reconfiguring its energy metabolism and terpenoid biosynthesis. This study contributes valuable insights into protein and metabolic analyses, paving the way for future functional studies on plant responses to low light.
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Affiliation(s)
| | | | | | | | | | | | | | - Huajun Gao
- Haikou cigar Research Institute, Hainan Provincial Branch of China National Tobacco Corporation, Haikou, China
| | - Zhaoliang Geng
- Haikou cigar Research Institute, Hainan Provincial Branch of China National Tobacco Corporation, Haikou, China
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Wang J, Li Z. Effects of processing technology on tea quality analyzed using high-resolution mass spectrometry-based metabolomics. Food Chem 2024; 443:138548. [PMID: 38277939 DOI: 10.1016/j.foodchem.2024.138548] [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: 09/14/2023] [Revised: 01/17/2024] [Accepted: 01/21/2024] [Indexed: 01/28/2024]
Abstract
Fixation is a crucial step in green tea processing that can impact quality. In this study, we explored the differences in the chemical components of steamed and fried green teas made from the same batch of fresh tea leaves using different fixing methods. Results showed that concentrations of sucrose and free amino acids were significantly higher in steamed green tea. Abundances of 12 compounds including purine nucleoside, pyrimidine nucleoside derivatives, and catechins were higher in fried green tea, while 34 compounds such as amino acids and their derivatives, benzofurans and flavonoids were higher in steamed green tea. Thus, steaming retained more compounds associated with sweet and fresh tastes, such as free amino acids, while frying produced more compounds with bitter tastes, such as catechin. This might explain why steamed green tea is mellower than fried tea.
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Affiliation(s)
- Jie Wang
- Feed Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China; State Key Laboratory of Plant Environmental Resilience, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Zhen Li
- State Key Laboratory of Plant Environmental Resilience, College of Biological Sciences, China Agricultural University, Beijing 100193, China.
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de Aquino Gondim T, Guedes JAC, de Godoy Alves Filho E, da Silva GS, Nina NVDS, do Nascimento Filho FJ, Atroch AL, Da Silva GF, Lopes GS, Zocolo GJ. Metabolomic approaches to explore chemodiversity in seeds of guaraná ( Paullinia cupana) using UPLC-QTOF-MS E and NMR analysis. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2024; 16:1158-1174. [PMID: 38189175 DOI: 10.1039/d3ay01737k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2024]
Abstract
The growing interest in health and well-being has spurred the evolution of functional foods, which provide enhanced health benefits beyond basic nutrition. Guaraná seeds (Paullinia cupana) have been widely studied and used as a functional food due to their richness in caffeine, phenolic compounds, amino acids, and other nutrients. This has established guaraná as a significant food supplement, with Brazil being the largest producer of the world. This study aims to propose a set of analytical methods to chemically evaluate fifty-six different guaraná clones, from the Guaraná Germplasm Active Bank, to accommodate the diverse requirements of the food industry. Metabolomic approaches were employed, in which a non-target metabolomic analysis via UPLC-QTOF-MSE led to the annotation of nineteen specialized metabolites. Furthermore, targeted metabolomics was also used, leading to the identification and quantification of metabolites by NMR. The extensive data generated were subjected to multivariate analysis, elucidating the similarities and differences between the evaluated guaraná seeds, particularly concerning the varying concentration levels of the metabolites. The metabolomics approach based on the combination of UPLC-QTOF-MSE, NMR and chemometric tools provided sensitivity, precision and accuracy to establish the chemical profiles of guaraná seeds. In conclusion, evaluating and determining the metabolic specificities of different guarana clones allow for their application in the development of products with different levels of specific metabolites, such as caffeine. This caters to various purposes within the food industry. Moreover, the recognized pharmacological properties of the annotated specialized metabolites affirm the use of guarana clones as an excellent nutritional source.
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Affiliation(s)
- Tamyris de Aquino Gondim
- Department of Analytical Chemistry and Physical Chemistry, Federal University of Ceará. Av. Humberto Monte, s/n° - Campus do Pici, CEP 60440-900, Fortaleza, CE, Brazil
| | - Jhonyson Arruda Carvalho Guedes
- Department of Analytical Chemistry and Physical Chemistry, Federal University of Ceará. Av. Humberto Monte, s/n° - Campus do Pici, CEP 60440-900, Fortaleza, CE, Brazil
- Embrapa Agroindústria Tropical/Embrapa Soja, Rua Dra. Sara Mesquita, 2270 - Pici, CEP 60020-181, Fortaleza, CE, Brazil.
| | - Elenilson de Godoy Alves Filho
- Department of Food Engineering, Federal University of Ceará, Av. Humberto Monte, s/n° - Campus do Pici, CEP 60440-900, Fortaleza, CE, Brazil
| | - Gisele Silvestre da Silva
- Embrapa Agroindústria Tropical/Embrapa Soja, Rua Dra. Sara Mesquita, 2270 - Pici, CEP 60020-181, Fortaleza, CE, Brazil.
| | - Natasha Veruska Dos Santos Nina
- Programa de Pós-graduação em Agronomia Tropical, Universidade Federal do Amazonas, Av. General Rodrigo Octavio Jordão Ramos, 1200 - Coroado I, CEP 69067-005, Manaus, AM, Brazil
| | | | - André Luiz Atroch
- Embrapa Amazônia Ocidental, Rodovia AM-010, Km 29, s/n - Zona Rural, CEP 69010-970, Manaus, AM, Brazil
| | - Gilvan Ferreira Da Silva
- Embrapa Amazônia Ocidental, Rodovia AM-010, Km 29, s/n - Zona Rural, CEP 69010-970, Manaus, AM, Brazil
| | - Gisele Simone Lopes
- Department of Analytical Chemistry and Physical Chemistry, Federal University of Ceará. Av. Humberto Monte, s/n° - Campus do Pici, CEP 60440-900, Fortaleza, CE, Brazil
| | - Guilherme Julião Zocolo
- Embrapa Agroindústria Tropical/Embrapa Soja, Rua Dra. Sara Mesquita, 2270 - Pici, CEP 60020-181, Fortaleza, CE, Brazil.
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Manzoor, Ma L, Ni K, Ruan J. Influence of Organic and Inorganic Fertilizers on Tea Growth and Quality and Soil Properties of Tea Orchards' Top Rhizosphere Soil. PLANTS (BASEL, SWITZERLAND) 2024; 13:207. [PMID: 38256759 PMCID: PMC10820999 DOI: 10.3390/plants13020207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Revised: 12/30/2023] [Accepted: 01/04/2024] [Indexed: 01/24/2024]
Abstract
Organic-based fertilizers have been ratified to be effective in ameliorating tea growth and the fertility of soil. However, the effect of integrated fertilization on tea growth and quality and the chemical properties of the soil in tea gardens are unclear. To address this, from 2020 to 2021, five different treatments were carried out in the greenhouse of the Tea Research Institute, Hangzhou, CAAS, including CK (control), NPK (chemical fertilizers), RC (rapeseed cake), NPK+B (chemical fertilizer + biochar), and NPK+RC, to investigate the effects of different fertilizations on soil chemistry and tea growth and quality. The results indicated that NPK+B and NPK+RC significantly improved the different amino acid and catechin concentrations in the young shoots, stems, and roots of the tea compared to the CK. The plant growth parameters, e.g., the plant height, no. of leaves, mid-stem girth, and fresh weights of stems and leaves, were significantly increased with integrated fertilization (NPK+B and NPK+RC) compared to the CK and solo organic and inorganic fertilizers. The chlorophyll contents (Chl a, Chl b, and Chl a+b) were generally higher with NPK+RC than with the CK (37%, 35%, and 36%), RC (14%, 26%, and 18%), and NPK (9%, 13%, and 11%) treatments. Integrated fertilization buffered the acidic soil of the tea garden and decreased the soil C:N ratio. NPK+RC also significantly increased the soil's total C (31% and 16%), N (43% and 31%), P (65% and 40%), available P (31% and 58%), K (70% and 25%), nitrate (504% and 188%), and ammonium (267% and 146%) concentrations compared to the CK and RC. The soil macro- (Mg and Ca) and micronutrients (Mn, Fe, Zn, and Cu) were significantly improved by the RC (100% and 72%) (49%, 161%, 112%, and 40%) and NPK+RC (88% and 48%) (47%, 75%, 45%, and 14%) compared to the CK. The chlorophyll contents and soil macro- and micronutrients were all significantly positively correlated with tea quality (amino acids and catechin contents) and growth. These results indicated that integrated fertilization improved the soil nutrient status, which is associated with the improvement of tea growth and quality. Thus, integrated nutrient management is a feasible tool for improving tea growth, quality, and low nutrient levels in the soil.
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Affiliation(s)
- Manzoor
- Graduate School, Chinese Academy of Agricultural Sciences, Beijing 100081, China;
- Key Laboratory of Tea Biology and Resource Utilization of Tea, Tea Research Institute, Chinese Academy of Agriculture Sciences, The Ministry of Agriculture, Hangzhou 310008, China
- Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Xishuangbanna 666303, China
| | - Lifeng Ma
- Key Laboratory of Tea Biology and Resource Utilization of Tea, Tea Research Institute, Chinese Academy of Agriculture Sciences, The Ministry of Agriculture, Hangzhou 310008, China
| | - Kang Ni
- Key Laboratory of Tea Biology and Resource Utilization of Tea, Tea Research Institute, Chinese Academy of Agriculture Sciences, The Ministry of Agriculture, Hangzhou 310008, China
| | - Jianyun Ruan
- Key Laboratory of Tea Biology and Resource Utilization of Tea, Tea Research Institute, Chinese Academy of Agriculture Sciences, The Ministry of Agriculture, Hangzhou 310008, China
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Chen Y, Niu S, Deng X, Song Q, He L, Bai D, He Y. Genome-wide association study of leaf-related traits in tea plant in Guizhou based on genotyping-by-sequencing. BMC PLANT BIOLOGY 2023; 23:196. [PMID: 37046207 PMCID: PMC10091845 DOI: 10.1186/s12870-023-04192-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Accepted: 03/24/2023] [Indexed: 06/19/2023]
Abstract
BACKGROUND Studying the genetic characteristics of tea plant (Camellia spp.) leaf traits is essential for improving yield and quality through breeding and selection. Guizhou Plateau, an important part of the original center of tea plants, has rich genetic resources. However, few studies have explored the associations between tea plant leaf traits and single nucleotide polymorphism (SNP) markers in Guizhou. RESULTS In this study, we used the genotyping-by-sequencing (GBS) method to identify 100,829 SNP markers from 338 accessions of tea germplasm in Guizhou Plateau, a region with rich genetic resources. We assessed population structure based on high-quality SNPs, constructed phylogenetic relationships, and performed genome-wide association studies (GWASs). Four inferred pure groups (G-I, G-II, G-III, and G-IV) and one inferred admixture group (G-V), were identified by a population structure analysis, and verified by principal component analyses and phylogenetic analyses. Through GWAS, we identified six candidate genes associated with four leaf traits, including mature leaf size, texture, color and shape. Specifically, two candidate genes, located on chromosomes 1 and 9, were significantly associated with mature leaf size, while two genes, located on chromosomes 8 and 11, were significantly associated with mature leaf texture. Additionally, two candidate genes, located on chromosomes 1 and 2 were identified as being associated with mature leaf color and mature leaf shape, respectively. We verified the expression level of two candidate genes was verified using reverse transcription quantitative polymerase chain reaction (RT-qPCR) and designed a derived cleaved amplified polymorphism (dCAPS) marker that co-segregated with mature leaf size, which could be used for marker-assisted selection (MAS) breeding in Camellia sinensis. CONCLUSIONS In the present study, by using GWAS approaches with the 338 tea accessions population in Guizhou, we revealed a list of SNPs markers and candidate genes that were significantly associated with four leaf traits. This work provides theoretical and practical basis for the genetic breeding of related traits in tea plant leaves.
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Affiliation(s)
- Yanjun Chen
- College of Tea Science / Tea Engineering Technology Research Center, Guizhou University, Guiyang, 550025 Guizhou Province People’s Republic of China
| | - Suzhen Niu
- College of Tea Science / Tea Engineering Technology Research Center, Guizhou University, Guiyang, 550025 Guizhou Province People’s Republic of China
- Key Laboratory of Plant Resources Conservation and Germplasm Innovation in Mountainous Region, Ministry of Education, Institute of Agro-Bioengineering, Guizhou University, Guiyang, 550025 Guizhou Province People’s Republic of China
| | - Xinyue Deng
- School of Architecture, Guizhou University, Guiyang, 550025 Guizhou Province People’s Republic of China
| | - Qinfei Song
- College of Tea Science / Tea Engineering Technology Research Center, Guizhou University, Guiyang, 550025 Guizhou Province People’s Republic of China
| | - Limin He
- College of Tea Science / Tea Engineering Technology Research Center, Guizhou University, Guiyang, 550025 Guizhou Province People’s Republic of China
| | - Dingchen Bai
- College of Tea Science / Tea Engineering Technology Research Center, Guizhou University, Guiyang, 550025 Guizhou Province People’s Republic of China
| | - Yingqin He
- College of Tea Science / Tea Engineering Technology Research Center, Guizhou University, Guiyang, 550025 Guizhou Province People’s Republic of China
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Long T, Gu R, Linghu C, Long J, Kennelly EJ, Long C. UPLC-QTOF-MS-based metabolomics and chemometrics studies of geographically diverse Acer truncatum leaves: A traditional herbal tea in Northern China. Food Chem 2023; 417:135873. [PMID: 36933422 DOI: 10.1016/j.foodchem.2023.135873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 02/18/2023] [Accepted: 03/03/2023] [Indexed: 03/14/2023]
Abstract
Traditionally in Northern China, Acer truncatum leaves (ATL) have been used as herbal tea, now consumed worldwide. Few studies have reported ATL metabolites from different areas and their correlation with the environment. Thus, metabolomic analyses were conducted on ATL collected from twelve locations throughout four environmental zones in Northern China to understand the phytochemical differences with regards to environmental conditions. Sixty-four compounds, mostly flavonoids (FLAs) and gallic acid-containing natural products (GANPs), were characterized, including 34 previously unreported constituents from A. truncatum. Twenty-two markers were useful to differentiate ATL from the four environmental zones. Humidity, temperature, and sunshine duration are the predominant factors affecting FLAs and GANPs levels. Sunshine duration was positively correlated with eriodictyol (r = 0.994, p < 0.01), and humidity negatively with epicatechin gallate (r = -0.960, p < 0.05). These findings provide insights into ATL phytochemistry, aiding cultivation of A. truncatum tea with higher potential health benefits.
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Affiliation(s)
- Tingyu Long
- Key Laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), Guizhou University, Guiyang 550025, China; School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
| | - Ronghui Gu
- Key Laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), Guizhou University, Guiyang 550025, China; School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China.
| | - Chu Linghu
- School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
| | - Jingyu Long
- Key Laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), Guizhou University, Guiyang 550025, China; College of Life Sciences, Guizhou University, Guiyang 550025, China
| | - Edward J Kennelly
- Department of Biological Sciences, Lehman College, City University of New York, Bronx, NY 10468, United States; PhD Program in Biology, The Graduate Center, City University of New York, NY 10016, United States.
| | - Chunlin Long
- College of Life and Environmental Sciences, Minzu University of China, Beijing 100081, China; Key Laboratory of Ecology and Environment in Minority Areas (Minzu University of China), Key Laboratory of Mass Spectrometry Imaging and Metabolomics (Minzu University of China), National Ethnic Affairs Commission of China, Beijing 100081, China; Key Laboratory of Ethnomedicine (Minzu University of China), Ministry of Education, Beijing 100081, China.
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10
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Zhang S, Sun L, Shi Y, Song Y, Wang Y, Fan K, Zong R, Li Y, Wang L, Bi C, Ding Z. The application of enzymatic fermented soybean effectively regulates associated microbial communities in tea soil and positively affects lipid metabolites in tea new shoots. Front Microbiol 2022; 13:992823. [PMID: 36081789 PMCID: PMC9445587 DOI: 10.3389/fmicb.2022.992823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 08/04/2022] [Indexed: 11/22/2022] Open
Abstract
Compared with traditional organic fertilizer, fermented soybean is a better fertilizer resource in tea plantations. The application of organic fertilizer is a feasible practice to mitigate the soil degradation caused by the overuse of chemical fertilizers, which can effectively regulate soil microbial communities in tea plantations. However, the effects of fermented soybean on soil microbial communities, soil metabolites and metabolites in tea new shoots have not been systematically demonstrated, and their interactions have never been studied. Here, we investigated the responses of the soil microbial community, soil metabolites and metabolites of tea new shoots to urea fertilization (UF), naturally fermented soybean fertilization (NFS) and enzymatic fermented soybean fertilization (EFS), and analyzed the relationships between soil microbes, soil metabolites and metabolites in tea new shoots. The results showed that soil bacterial communities were dominated by Pseudomonas, Romboutsia, Candidatus_Nitrosotalea and Helicobacter, and soil fungal communities were dominated by Peziza, Fusarium, Candida and Cheilymenia at the genus level. In EFS, bacterial genera (Glutamicibacter and Streptomyces) and fungal genera (Candida and Actinomucor) presented high abundances, which were correlated with soil carbohydrate and lipid including D-Mannitol, D-Sorbitol, 9,12-Octadecadienoic acid and (Z)-13-Docosenoic acid. Enzymatic fermented soybean fertilization also affected the lipid metabolites in tea new shoots. Glycerolipids and glycerophospholipids significantly increased in EFS, which positively correlated with some soil microbial communities. Besides, the application of fermented soybean fertilizer could increase the contents of TP, AP and AK, which were also important environmental factors affecting the structure of soil microbial community in tea plantation. It was concluded that fermented soybean fertilization could improve soil nutrition, regulate associated microbial communities, and positively affect lipid metabolites in tea new shoots. This study not only explores the relationships between soil microbes and metabolites in tea plants, but also provides feasible technical guidance to cultivate high-quality tea using soybean as high-grade fertilizer.
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Affiliation(s)
- Shuning Zhang
- Tea Research Institute, Qingdao Agricultural University, Qingdao, China
| | - Litao Sun
- Tea Research Institute, Shandong Academy of Agricultural Sciences, Jinan, China
| | - Yujie Shi
- Tea Research Institute, Qingdao Agricultural University, Qingdao, China
| | - Yujie Song
- Tea Research Institute, Qingdao Agricultural University, Qingdao, China
| | - Yu Wang
- Tea Research Institute, Qingdao Agricultural University, Qingdao, China
| | - Kai Fan
- Tea Research Institute, Qingdao Agricultural University, Qingdao, China
| | - Rui Zong
- Qingdao Hexie Biotechnology Co., Ltd., Qingdao, China
| | - Yusheng Li
- Shandong Agricultural Technology Extension Center, Jinan, China
| | - Linjun Wang
- Weihai Agricultural and Rural Affairs Service Center, Weihai, China
| | - Caihong Bi
- Linyi Agricultural Technology Extension Center, Linyi, China
| | - Zhaotang Ding
- Tea Research Institute, Qingdao Agricultural University, Qingdao, China
- Tea Research Institute, Shandong Academy of Agricultural Sciences, Jinan, China
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11
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Analytical Assessment of Bioelements in Various Types of Black Teas from Different Geographical Origins in View of Chemometric Approach. Molecules 2021; 26:molecules26196017. [PMID: 34641561 PMCID: PMC8512582 DOI: 10.3390/molecules26196017] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 09/30/2021] [Accepted: 10/02/2021] [Indexed: 11/17/2022] Open
Abstract
A comprehensive approach to the mineral composition of black teas of different origins was studied using the Flame Atomic Absorption Spectrometry (FAAS) method, supported by chemometric tools including Principal Component Analysis PCA) and Classification and Regression Trees (CART). Significant differences between the teas from seven countries (Japan, Nepal, Kenya, Iran, Sri Lanka, India, and China) were shown. K was the main element determined in all teas, with an average concentration of 11,649 mg/kg, followed by Ca, Mg and Mn. In general, regarding all investigated black teas, the element content was ranked in the following order: K > Ca > Mg > Mn > Fe > Na > Zn > Cu. The applied chemometric methods allowed us to recognize black tea clusters based on their mineral composition and place of cultivation, and allowed us to find correlations between particular elements in black teas. The performed analyses revealed interesting correlations between the concentration of various elements in black teas: K was negatively correlated with Na, Fe, Mn and Cu; K was positively correlated with the content of Ca and Mg. Significant positive correlations between Mn and Fe and Mn and Zn in the studied black tea samples were also revealed. It was shown that mineral composition may be a significant factor regarding the origin of the black tea, not only considering the country, but also the region or province.
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12
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Wang C, Lyu H, Guo Z. Metabolomic and Pathway Changes in Large-Leaf, Middle-Leaf and Small-Leaf Cultivars of Camellia sinensis (L.) Kuntze var. niaowangensis. Chem Biodivers 2021; 18:e2100132. [PMID: 33928738 DOI: 10.1002/cbdv.202100132] [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: 02/22/2021] [Accepted: 04/30/2021] [Indexed: 12/13/2022]
Abstract
As an economically important crop, tea is widely cultivated in more than 50 countries and has numerous health benefits. Metabolomics has considerable advantages in the analysis of small molecules and has been widely used in tea science. We applied a metabolomic method to evaluate the dynamic changes in metabolites and pathways in the large-, middle- and small-leaf cultivars of Camellia sinensis (L.) Kuntze var. niaowangensis grown in the same area from Yunwu Mountain. The results indicate that flavonoid biosynthesis, stilbenoid, diarylheptanoid and gingerol biosynthesis, citrate cycle (TCA cycle), and propanoate metabolism may play important roles in the differences among cultivars. The levels of tea polyphenols, flavonoids and amino acids may impact the sensory properties of teas of different cultivars. Our results may help to elucidate the mechanism underlying the difference in tea quality and offer references for the breeding of high-quality tea cultivars.
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Affiliation(s)
- Chunbo Wang
- College of Biological Science and Agriculture, Qiannan Normal University for Nationalities, Duyun, 558000, Guizhou, P. R. China
| | - Hui Lyu
- College of Biological Science and Agriculture, Qiannan Normal University for Nationalities, Duyun, 558000, Guizhou, P. R. China
| | - Zhiyou Guo
- College of Biological Science and Agriculture, Qiannan Normal University for Nationalities, Duyun, 558000, Guizhou, P. R. China
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13
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Shi J, Wang J, Lv H, Peng Q, Schreiner M, Baldermann S, Lin Z. Integrated proteomic and metabolomic analyses reveal the importance of aroma precursor accumulation and storage in methyl jasmonate-primed tea leaves. HORTICULTURE RESEARCH 2021; 8:95. [PMID: 33931596 PMCID: PMC8087812 DOI: 10.1038/s41438-021-00528-9] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 02/28/2021] [Accepted: 03/01/2021] [Indexed: 06/01/2023]
Abstract
In response to preharvest priming with exogenous methyl jasmonate (MeJA), tea plants adjust their physiological behavior at the molecular level. The whole-organism reconfiguration of aroma formation from the precursor to storage is poorly understood. In this study, we performed iTRAQ proteomic analysis and identified 337, 246, and 413 differentially expressed proteins in tea leaves primed with MeJA for 12 h, 24 h, and 48 h, respectively. Furthermore, a total of 266 nonvolatile and 100 volatile differential metabolites were identified by utilizing MS-based metabolomics. A novel approach that incorporated the integration of extended self-organizing map-based dimensionality was applied. The vivid time-scale changes tracing physiological responses in MeJA-primed tea leaves are marked in these maps. Jasmonates responded quickly to the activation of the jasmonic acid pathway in tea leaves, while hydroxyl and glycosyl jasmonates were biosynthesized simultaneously on a massive scale to compensate for the exhausted defense. The levels of α-linolenic acid, geranyl diphosphate, farnesyl diphosphate, geranylgeranyl diphosphate, and phenylalanine, which are crucial aroma precursors, were found to be significantly changed in MeJA-primed tea leaves. Green leaf volatiles, volatile terpenoids, and volatile phenylpropanoids/benzenoids were spontaneously biosynthesized from responding precursors and subsequently converted to their corresponding glycosidic forms, which can be stably stored in tea leaves. This study elucidated the physiological response of tea leaves primed with exogenous methyl jasmonate and revealed the molecular basis of source and sink changes on tea aroma biosynthesis and catabolism in response to exogenous stimuli. The results significantly enhance our comprehensive understanding of tea plant responses to exogenous treatment and will lead to the development of promising biotechnologies to improve fresh tea leaf quality.
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Affiliation(s)
- Jiang Shi
- Key Laboratory of Tea Biology and Resource Utilization of Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences, 9 South Meiling Road, Hangzhou, Zhejiang, 310008, PR China
| | - Jiatong Wang
- Key Laboratory of Tea Biology and Resource Utilization of Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences, 9 South Meiling Road, Hangzhou, Zhejiang, 310008, PR China
- Graduate School of Chinese Academy of Agricultural Sciences, 12 South Street of Zhongguancun, Beijing, 100081, PR China
| | - Haipeng Lv
- Key Laboratory of Tea Biology and Resource Utilization of Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences, 9 South Meiling Road, Hangzhou, Zhejiang, 310008, PR China
| | - Qunhua Peng
- Key Laboratory of Tea Biology and Resource Utilization of Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences, 9 South Meiling Road, Hangzhou, Zhejiang, 310008, PR China
| | - Monika Schreiner
- Leibniz Institute of Vegetable and Ornamental Crops, Theodor-Echtermeyer-Weg 1, 14979, Großbeeren, Germany
| | - Susanne Baldermann
- Leibniz Institute of Vegetable and Ornamental Crops, Theodor-Echtermeyer-Weg 1, 14979, Großbeeren, Germany.
- University of Bayreuth, Food Metabolome, Faculty of Life Sciences: Food, Nutrition, Kulmbach, Germany.
| | - Zhi Lin
- Key Laboratory of Tea Biology and Resource Utilization of Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences, 9 South Meiling Road, Hangzhou, Zhejiang, 310008, PR China.
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14
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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: 0.6] [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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15
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Tea chemistry – What do and what don’t we know? – A micro review. Food Res Int 2020; 132:109120. [DOI: 10.1016/j.foodres.2020.109120] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Revised: 02/18/2020] [Accepted: 02/19/2020] [Indexed: 01/08/2023]
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16
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Feng L, Liu P, Zheng P, Zhang L, Zhou J, Gong Z, Yu Y, Gao S, Zheng L, Wang X, Wan X. Chemical profile changes during pile fermentation of Qingzhuan tea affect inhibition of α-amylase and lipase. Sci Rep 2020; 10:3489. [PMID: 32103067 PMCID: PMC7044205 DOI: 10.1038/s41598-020-60265-2] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Accepted: 02/06/2020] [Indexed: 02/06/2023] Open
Abstract
Qingzhuan tea (QZT), a post-fermented tea, has been reported to have anti-obesity and anti-hyperglycemic effects, perhaps due to bioactive compounds that inhibit lipase and α-amylase. It is unknown what chemical constituents’ changes and what bioactive compounds occur during the manufacture of QZT. The aim of this study was to determine the secondary metabolites changes that occur during post-fermentation and how these changes affect the ability of QZT to inhibit the activities of lipase and α-amylase. During the processing steps, metabolites levels and their inhibitory effects on lipase and α-amylase were assessed. Changes in content and activities suggested that the first turn over or the second turn over was critical for the formation and conversion of bioactive compounds responsible for the anti-obesity and hypoglycemic effects. The relationship between constituents and activities was further evaluated by correlation analysis, which showed that amino acids and flavonoids might be responsible for the anti-obesity and anti-hyperglycemic effects of QZT. This study clarified that compounds were altered during pile fermentation of QZT and tentatively identified the bioactive compounds formed during QZT manufacture.
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Affiliation(s)
- Lin Feng
- Institute of Fruit and Tea, Hubei Academy of Agricultural Sciences, 430064, Wuhan, China.,State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Science & Technology, Anhui Agricultural University, 230036, Hefei, China
| | - Panpan Liu
- Institute of Fruit and Tea, Hubei Academy of Agricultural Sciences, 430064, Wuhan, China
| | - Pengcheng Zheng
- Institute of Fruit and Tea, Hubei Academy of Agricultural Sciences, 430064, Wuhan, China
| | - Liang Zhang
- State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Science & Technology, Anhui Agricultural University, 230036, Hefei, China
| | - Jie Zhou
- College of Horticulture, Northwest A&F University, 712100, Yangling, Shanxi, China
| | - Ziming Gong
- Institute of Fruit and Tea, Hubei Academy of Agricultural Sciences, 430064, Wuhan, China.
| | - Yongchao Yu
- State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Science & Technology, Anhui Agricultural University, 230036, Hefei, China
| | - Shiwei Gao
- Institute of Fruit and Tea, Hubei Academy of Agricultural Sciences, 430064, Wuhan, China
| | - Lin Zheng
- Institute of Fruit and Tea, Hubei Academy of Agricultural Sciences, 430064, Wuhan, China
| | - Xueping Wang
- Institute of Fruit and Tea, Hubei Academy of Agricultural Sciences, 430064, Wuhan, China
| | - Xiaochun Wan
- State Key Laboratory of Tea Plant Biology and Utilization, School of Tea and Food Science & Technology, Anhui Agricultural University, 230036, Hefei, China.
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17
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Zhu J, Xu Q, Zhao S, Xia X, Yan X, An Y, Mi X, Guo L, Samarina L, Wei C. Comprehensive co-expression analysis provides novel insights into temporal variation of flavonoids in fresh leaves of the tea plant (Camellia sinensis). PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2020; 290:110306. [PMID: 31779914 DOI: 10.1016/j.plantsci.2019.110306] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 10/07/2019] [Accepted: 10/11/2019] [Indexed: 05/18/2023]
Abstract
Flavonoids are the major class of characteristic secondary compounds in Camellia sinensis that affect quality of tea. However, the temporal variation and the underlying regulatory mechanism of flavonoid biosynthesis during different growth months require a further investigation. Here, we combined analyses of the metabolomics and transcriptomics to tea leaves freshly collected during five different months for a comprehensive understanding of flavonoid metabolism regulation in tea plants. Through loading plot analysis, significant changes in the contents of metabolites during growing months were discovered, and further co-expression and association analysis indicated that one flavone glycoside (naringenin-7-O-glucoside) and two flavonol glycosides (quercetin-3-O-galactoside and kaemferol-3-O-(6″-O-p-courmaroyl)-glucoside) were evaluated as growth markers, which may explain the high bitterness and astringency of August teas; additionally, the high levels of two flavan-3-ols (gallocatechin and catechin gallate) may contribute to the flavor formation of April tea. Meanwhile, multiple flavonoid-related structural genes, MYB and bHLH transcription factors exhibit specific expression patterns to modulate the biosynthesis of these key flavonoids. A co-expression regulatory sub-network was constructed based on profiles of differentially expressed genes; one CsbHLH and six transcription factors (three CsbHLHs and three CsMYBs) exhibited negative and positive roles in the regulation of flavonoid biosynthetic genes, respectively. Taken together, our results provide new insights into the regulation of principle flavonoids for unique flavor of tea regulated by many flavonoid-related structural genes and transcription factors during different growth months.
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Affiliation(s)
- Junyan Zhu
- State Key Laboratory of Tea Plant Biology and Utilization/Key Laboratory of Tea Biology and Processing, Ministry of Agriculture, Anhui Agricultural University, West 130 Changjiang Road, Hefei 230036 Anhui, China
| | - Qingshan Xu
- College of Horticulture, Northwest A&F University, Yangling 712100, Shaanxi, China
| | - Shiqi Zhao
- State Key Laboratory of Tea Plant Biology and Utilization/Key Laboratory of Tea Biology and Processing, Ministry of Agriculture, Anhui Agricultural University, West 130 Changjiang Road, Hefei 230036 Anhui, China
| | - Xiaobo Xia
- State Key Laboratory of Tea Plant Biology and Utilization/Key Laboratory of Tea Biology and Processing, Ministry of Agriculture, Anhui Agricultural University, West 130 Changjiang Road, Hefei 230036 Anhui, China
| | - Xiaomei Yan
- State Key Laboratory of Tea Plant Biology and Utilization/Key Laboratory of Tea Biology and Processing, Ministry of Agriculture, Anhui Agricultural University, West 130 Changjiang Road, Hefei 230036 Anhui, China
| | - Yanlin An
- State Key Laboratory of Tea Plant Biology and Utilization/Key Laboratory of Tea Biology and Processing, Ministry of Agriculture, Anhui Agricultural University, West 130 Changjiang Road, Hefei 230036 Anhui, China
| | - Xiaozeng Mi
- State Key Laboratory of Tea Plant Biology and Utilization/Key Laboratory of Tea Biology and Processing, Ministry of Agriculture, Anhui Agricultural University, West 130 Changjiang Road, Hefei 230036 Anhui, China
| | - Lingxiao Guo
- State Key Laboratory of Tea Plant Biology and Utilization/Key Laboratory of Tea Biology and Processing, Ministry of Agriculture, Anhui Agricultural University, West 130 Changjiang Road, Hefei 230036 Anhui, China
| | - Lidiia Samarina
- Russian Research Institute of Floriculture and Subtropical Crops, 354002 Yana Fabritsiusa st. 2/28, Sochi, Russian Federation
| | - Chaoling Wei
- State Key Laboratory of Tea Plant Biology and Utilization/Key Laboratory of Tea Biology and Processing, Ministry of Agriculture, Anhui Agricultural University, West 130 Changjiang Road, Hefei 230036 Anhui, China.
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18
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Zeng C, Lin H, Liu Z, Liu Z. Metabolomics analysis of Camellia sinensis with respect to harvesting time. Food Res Int 2019; 128:108814. [PMID: 31955770 DOI: 10.1016/j.foodres.2019.108814] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 11/09/2019] [Accepted: 11/10/2019] [Indexed: 02/07/2023]
Abstract
The metabolites of green tea influence its quality and physiological characteristics. Therefore, to further increase the utilization of green tea leaves, it is imperative to understand the distribution and variation of their secondary metabolites with respect to different harvesting times. This study compared the metabolomes of young leaves of 'Anji Baicha' between early spring tea and late spring tea in positive and negative ESI modes using UPLC-ESI-Q-TOF/MS. Potential biomarkers were selected by principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA) of chemometrics methods. Results showed that the metabolic profiles of young leaves in early and late spring tea were significantly different. The metabolite-related pathways associated with these differences included those involved in biosynthesis of flavonoids, phenylpropanoids, flavone and flavonol, phenylalanine, tyrosine, and tryptophan. In early spring tea leaves, concentrations of amino acids (l-glutamine and l-tryptophan), (S)-(-)-limonene, most of the catechins, and flavonol/flavone glycosides were found to be significantly increased, while proanthocyanidins (proanthocyanidin A1, prodelphinidin A1, and prodelphinidin A2 3'-gallate) concentrations were significantly decreased. As a result of the metabolomics analysis of young leaves of green tea plants with respect to different harvesting time, information regarding physiological characteristics and optimal harvesting time was obtained.
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Affiliation(s)
- Chaozhen Zeng
- Hunan Provincial Key Laboratory of Forestry Biotechnology, College of Life Science and Technology, Central South University of Forestry and Technology, Changsha 410004, China; National Research Center of Engineering Technology for Utilization of Botanical Functional Ingredients, Changsha 410128, China; Key Laboratory of Education Ministry for Tea Science, Hunan Agricultural University, Changsha 410128, China; Hunan Provincial Key Laboratory of Crop Germplasm Innovation and Utilization, Changsha 410128, China; Hunan Provincial Base for Scientific and Technological Innovation Cooperation, Changsha 410004, China
| | - Haiyan Lin
- National Research Center of Engineering Technology for Utilization of Botanical Functional Ingredients, Changsha 410128, China; Key Laboratory of Education Ministry for Tea Science, Hunan Agricultural University, Changsha 410128, China; Collaborative Innovation Center of Utilization of Functional Ingredients from Botanicals, Changsha 410128, China
| | - Zhixiang Liu
- Hunan Provincial Key Laboratory of Forestry Biotechnology, College of Life Science and Technology, Central South University of Forestry and Technology, Changsha 410004, China; Hunan Provincial Base for Scientific and Technological Innovation Cooperation, Changsha 410004, China
| | - Zhonghua Liu
- National Research Center of Engineering Technology for Utilization of Botanical Functional Ingredients, Changsha 410128, China; Key Laboratory of Education Ministry for Tea Science, Hunan Agricultural University, Changsha 410128, China; Collaborative Innovation Center of Utilization of Functional Ingredients from Botanicals, Changsha 410128, China; Hunan Provincial Key Laboratory of Crop Germplasm Innovation and Utilization, Changsha 410128, China.
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19
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Wang Y, Kan Z, Thompson HJ, Ling T, Ho CT, Li D, Wan X. Impact of Six Typical Processing Methods on the Chemical Composition of Tea Leaves Using a Single Camellia sinensis Cultivar, Longjing 43. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2019; 67:5423-5436. [PMID: 30403138 DOI: 10.1021/acs.jafc.8b05140] [Citation(s) in RCA: 125] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
While the Camellia sinensis cultivar and processing method are key factors that affect tea flavor and aroma, the chemical changes in nonvolatile components associated with the tea processing method using a single cultivar of C. sinensis have not been reported. Fresh leaves from C. sinensis Longjing 43 were subjected to six tea processing methods and evaluated by targeted and untargeted chromatographic procedures. On the basis of targeted assessment of the total catechin content, three clusters were identified: yellow-green, oolong-white-dark, and black. However, principal component analysis of the total tea metabolome identified four chemical phenotypes: green-yellow, oolong, black-white, and dark. Differences in the non-catechin components included amino acids and γ-aminobutyric acid, which increased in white tea, and dihydroxyphenylalanine, valine, betaine, and theophylline, which increased in dark tea. Overall, this study identified a wide range of chemicals that are affected by commonly used tea processing methods and potentially affect the bioactivity of various tea types.
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Affiliation(s)
| | | | - Henry J Thompson
- Cancer Prevention Laboratory , Colorado State University , Fort Collins , Colorado 80523 , United States
| | | | - Chi-Tang Ho
- Department of Food Science , Rutgers, The State University of New Jersey , New Brunswick , New Jersey 08901 , United States
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20
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Ballin NZ, Laursen KH. To target or not to target? Definitions and nomenclature for targeted versus non-targeted analytical food authentication. Trends Food Sci Technol 2019. [DOI: 10.1016/j.tifs.2018.09.025] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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21
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Jiang H, Yu F, Qin L, Zhang N, Cao Q, Schwab W, Li D, Song C. Dynamic change in amino acids, catechins, alkaloids, and gallic acid in six types of tea processed from the same batch of fresh tea (Camellia sinensis L.) leaves. J Food Compost Anal 2019. [DOI: 10.1016/j.jfca.2019.01.005] [Citation(s) in RCA: 74] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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22
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Authenticity and traceability in beverages. Food Chem 2019; 277:12-24. [DOI: 10.1016/j.foodchem.2018.10.091] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Revised: 10/04/2018] [Accepted: 10/18/2018] [Indexed: 01/17/2023]
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23
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Variation patterns in the content of glycosides during green tea manufacturing by a modification-specific metabolomics approach: Enzymatic reaction promoting an increase in the glycosidically bound volatiles at the pan firing stage. Food Chem 2018; 279:80-87. [PMID: 30611515 DOI: 10.1016/j.foodchem.2018.11.148] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Revised: 11/26/2018] [Accepted: 11/27/2018] [Indexed: 11/23/2022]
Abstract
The glycosides are presumed to influence the quality of green tea but the molecular mechanism behind remains unclear. To elucidate the contribution of glycosides to the flavor formation of green tea, changes of both glycosidically bound non-volatiles (GBNVs) and glycosidically bound volatiles (GBVs) during the manufacturing of green tea were investigated using a modification-specific metabolomics method. A total of 64 glycosides (47 GBNVs and 17 GBVs) were identified and their contents mainly changed during the pan firing and drying stages of green tea manufacturing. Notably, the contents of GBVs significantly increased by 1.12-4.46-fold during pan firing. Correlation analysis showed that the GBVs contents were negatively related to the contents of volatiles and glucose. Model experiments revealed that enzymatic synthesis contributed to the increase in the content of GBVs during the pan firing. This comprehensive study on the glycosides changes revealed the molecular bases for GBVs increments during the pan firing.
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Mao A, Su H, Fang S, Chen X, Ning J, Ho C, Wan X. Effects of roasting treatment on non-volatile compounds and taste of green tea. Int J Food Sci Technol 2018. [DOI: 10.1111/ijfs.13853] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Ajing Mao
- State Key Laboratory of Tea Plant Biology and Utilization; Anhui Agricultural University; 130 Changjiang Blvd West Hefei 230036 China
| | - Huan Su
- State Key Laboratory of Tea Plant Biology and Utilization; Anhui Agricultural University; 130 Changjiang Blvd West Hefei 230036 China
| | - Shimao Fang
- State Key Laboratory of Tea Plant Biology and Utilization; Anhui Agricultural University; 130 Changjiang Blvd West Hefei 230036 China
| | - Xu Chen
- School of Tea and Food Science and Technology; Anhui Agricultural University; 130 Changjiang Blvd West Hefei 230036 China
| | - Jingming Ning
- State Key Laboratory of Tea Plant Biology and Utilization; Anhui Agricultural University; 130 Changjiang Blvd West Hefei 230036 China
| | - Chitang Ho
- Department of Food Science; Rutgers University; New Brunswick NJ USA
| | - Xiaochun Wan
- State Key Laboratory of Tea Plant Biology and Utilization; Anhui Agricultural University; 130 Changjiang Blvd West Hefei 230036 China
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25
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Chen S, Li M, Zheng G, Wang T, Lin J, Wang S, Wang X, Chao Q, Cao S, Yang Z, Yu X. Metabolite Profiling of 14 Wuyi Rock Tea Cultivars Using UPLC-QTOF MS and UPLC-QqQ MS Combined with Chemometrics. Molecules 2018; 23:molecules23020104. [PMID: 29364152 PMCID: PMC6017971 DOI: 10.3390/molecules23020104] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2017] [Revised: 01/19/2018] [Accepted: 01/20/2018] [Indexed: 11/22/2022] Open
Abstract
Wuyi Rock tea, well-recognized for rich flavor and long-lasting fragrance, is a premium subcategory of oolong tea mainly produced in Wuyi Mountain and nearby regions of China. The quality of tea is mainly determined by the chemical constituents in the tea leaves. However, this remains underexplored for Wuyi Rock tea cultivars. In this study, we investigated the leaf metabolite profiles of 14 major Wuyi Rock tea cultivars grown in the same producing region using UPLC-QTOF MS and UPLC-QqQ MS with data processing via principal component analysis and cluster analysis. Relative quantitation of 49 major metabolites including flavan-3-ols, proanthocyanidins, flavonol glycosides, flavone glycosides, flavonone glycosides, phenolic acid derivatives, hydrolysable tannins, alkaloids and amino acids revealed clear variations between tea cultivars. In particular, catechins, kaempferol and quercetin derivatives were key metabolites responsible for cultivar discrimination. Information on the varietal differences in the levels of bioactive/functional metabolites, such as methylated catechins, flavonol glycosides and theanine, offers valuable insights to further explore the nutritional values and sensory qualities of Wuyi Rock tea. It also provides potential markers for tea plant fingerprinting and cultivar identification.
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Affiliation(s)
- Si Chen
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
- FAFU-UCR Joint Center for Horticultural Biology and Metabolomics, Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Meihong Li
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
- FAFU-UCR Joint Center for Horticultural Biology and Metabolomics, Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Gongyu Zheng
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Tingting Wang
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Jun Lin
- FAFU-UCR Joint Center for Horticultural Biology and Metabolomics, Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Shanshan Wang
- FAFU-UCR Joint Center for Horticultural Biology and Metabolomics, Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Xiaxia Wang
- FAFU-UCR Joint Center for Horticultural Biology and Metabolomics, Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Qianlin Chao
- Wuyi Star Tea Industry Co., Ltd., Wuyishan 354300, China.
| | - Shixian Cao
- Wuyi Star Tea Industry Co., Ltd., Wuyishan 354300, China.
| | - Zhenbiao Yang
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
- FAFU-UCR Joint Center for Horticultural Biology and Metabolomics, Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
- Center for Plant Cell Biology, Institute of integrated Genome Biology, and Department of Botany and Plant Sciences, University of California, Riverside, CA 92521, USA.
| | - Xiaomin Yu
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
- FAFU-UCR Joint Center for Horticultural Biology and Metabolomics, Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
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26
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Mycobiomes of sympatric Amorphophallus albispathus (Araceae) and Camellia sinensis (Theaceae) – a case study reveals clear tissue preferences and differences in diversity and composition. Mycol Prog 2018. [DOI: 10.1007/s11557-018-1375-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
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27
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Ng HS, Teoh AN, Lim JCW, Tan JS, Wan PK, Yim HS, Show PL, Lan JCW. Thermo-sensitive aqueous biphasic extraction of polyphenols from Camellia sinensis var. assamica leaves. J Taiwan Inst Chem Eng 2017. [DOI: 10.1016/j.jtice.2017.02.018] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Curti V, Di Lorenzo A, Dacrema M, Xiao J, Nabavi SM, Daglia M. In vitro polyphenol effects on apoptosis: An update of literature data. Semin Cancer Biol 2017; 46:119-131. [PMID: 28830771 DOI: 10.1016/j.semcancer.2017.08.005] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Revised: 06/07/2017] [Accepted: 08/09/2017] [Indexed: 02/08/2023]
Abstract
Polyphenols are secondary plant metabolites which have been studied extensively for their health-promoting properties, and which could also exert pharmacological activities ranging from anti-inflammatory effects, to cytotoxic activity against cancer cells. The main mechanism for programmed cell death is represented by apoptosis, and its dysregulation is involved in the etiopathology of cancer. As such, substances able to induce apoptosis in cancer cells could be used as new anticancer agents. The aim of this paper is to review literature data on the apoptotic effects of polyphenols and the molecular mechanisms through which they induce these effects in cancer cells. In addition, a brief summary of the new delivery forms used to increase the bioavailability, and clinical impact of polyphenols is provided. The studies reported show that many polyphenol rich plant extracts, originating from food and herbal medicine, as well as isolated polyphenols administered individually or in combination, can regulate cell apoptosis primarily through intrinsic and extrinsic mechanisms of action in in vitro conditions. Due to these promising results, the use of polyphenols in the treatment of cancer should therefore be deeply investigated. In particular, because of the low number of clinical trials, further studies are required to evaluate the anticancer activity of polyphenols in in vivo conditions.
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Affiliation(s)
- Valeria Curti
- Department of Drug Sciences, Medicinal Chemistry and Pharmaceutical Technology Section, University of Pavia, Via Taramelli 12, 27100 Pavia, Italy; KOLINPHARMA S.p.A., Lainate, Corso Europa 5, 20020 Lainate, Italy
| | - Arianna Di Lorenzo
- Department of Drug Sciences, Medicinal Chemistry and Pharmaceutical Technology Section, University of Pavia, Via Taramelli 12, 27100 Pavia, Italy; KOLINPHARMA S.p.A., Lainate, Corso Europa 5, 20020 Lainate, Italy
| | - Marco Dacrema
- Department of Drug Sciences, Medicinal Chemistry and Pharmaceutical Technology Section, University of Pavia, Via Taramelli 12, 27100 Pavia, Italy
| | - Jianbo Xiao
- Institute of Chinese Medical Sciences, State Key Laboratory of Quality Research in Chinese Medicine, University of Macau, Avenida da Universidade, Taipa, Macau
| | - Sayed Mohammad Nabavi
- Applied Biotechnology Research Center, Baqiyatallah University of Medical Sciences, Tehran, PO Box 19395 5487, Iran.
| | - Maria Daglia
- Department of Drug Sciences, Medicinal Chemistry and Pharmaceutical Technology Section, University of Pavia, Via Taramelli 12, 27100 Pavia, Italy.
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Bollella P, Gorton L, Ludwig R, Antiochia R. A Third Generation Glucose Biosensor Based on Cellobiose Dehydrogenase Immobilized on a Glassy Carbon Electrode Decorated with Electrodeposited Gold Nanoparticles: Characterization and Application in Human Saliva. SENSORS (BASEL, SWITZERLAND) 2017; 17:E1912. [PMID: 28820469 PMCID: PMC5579551 DOI: 10.3390/s17081912] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/04/2017] [Revised: 08/10/2017] [Accepted: 08/16/2017] [Indexed: 01/26/2023]
Abstract
Efficient direct electron transfer (DET) between a cellobiose dehydrogenase mutant from Corynascus thermophilus (CtCDH C291Y) and a novel glassy carbon (GC)-modified electrode, obtained by direct electrodeposition of gold nanoparticles (AuNPs) was realized. The electrode was further modified with a mixed self-assembled monolayer of 4-aminothiophenol (4-APh) and 4-mercaptobenzoic acid (4-MBA), by using glutaraldehyde (GA) as cross-linking agent. The CtCDH C291Y/GA/4-APh,4-MBA/AuNPs/GC platform showed an apparent heterogeneous electron transfer rate constant (ks) of 19.4 ± 0.6 s-1, with an enhanced theoretical and real enzyme surface coverage (Γtheor and Γreal) of 5287 ± 152 pmol cm-2 and 27 ± 2 pmol cm-2, respectively. The modified electrode was successively used as glucose biosensor exhibiting a detection limit of 6.2 μM, an extended linear range from 0.02 to 30 mM, a sensitivity of 3.1 ± 0.1 μA mM-1 cm-2 (R2 = 0.995), excellent stability and good selectivity. These performances compared favourably with other glucose biosensors reported in the literature. Finally, the biosensor was tested to quantify the glucose content in human saliva samples with successful results in terms of both recovery and correlation with glucose blood levels, allowing further considerations on the development of non-invasive glucose monitoring devices.
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Affiliation(s)
- Paolo Bollella
- Department of Chemistry and Drug Technologies, Sapienza University of Rome, P.le Aldo Moro, Rome 5 00185, Italy.
| | - Lo Gorton
- Department of Analytical Chemistry/Biochemistry and Structural Biology, Lund University, P.O. Box 124, Lund SE-221 00, Sweden.
| | - Roland Ludwig
- Food Biotechnology Laboratory, Department of Food Science and Technology, BOKU-University of Natural Resources and Life Sciences, Muthgasse 18, Vienna A-1190, Austria.
| | - Riccarda Antiochia
- Department of Chemistry and Drug Technologies, Sapienza University of Rome, P.le Aldo Moro, Rome 5 00185, Italy.
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Zhu M, Li N, Zhao M, Yu W, Wu JL. Metabolomic profiling delineate taste qualities of tea leaf pubescence. Food Res Int 2017; 94:36-44. [PMID: 28290365 DOI: 10.1016/j.foodres.2017.01.026] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2016] [Revised: 01/20/2017] [Accepted: 01/27/2017] [Indexed: 02/05/2023]
Abstract
The amount of pubescence on leaf epidermis is an important morphological marker for the quality of green tea, and the tea with plenty of pubescence is generally recognized as having a better taste. However, there is no systematic study on chemical compositions of tea leaf pubescence. The contributions of pubescence to taste properties are far from clear. In this research, 114 components were identified from the tea leaf pubescence of yunkang 10, a broad-leaf tea cultivar with plenty leaf pubescence, for the first time with a non-targeted metabolomics approach using ultra-high performance liquid chromatography-quadrupole-time-of-flight mass spectrometry (UHPLC-Q-TOF-MS). Compared to the tea leaf with the pubescence removed (non-pubescent leaf), the pubescence obtained from the same shoots had relatively higher contents of amino acids and lower contents of polyphenols. It was also found that the umami of pubescence was elevated, while the bitterness and astringency were significantly declined. Partial least-squares (PLS) analysis suggested that the polyphenols and amino acids accounted for the taste quality. To the best of our knowledge, this is the first time that the metabolites in tea leaf pubescence were profiled. The results offer the direct concrete evidence on the contributions of pubescence to the tea taste properties.
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Affiliation(s)
- Mingzhi Zhu
- State Key Laboratory of Quality Research in Chinese Medicine, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Avenida Wai Long, Taipa 999078, Macau, China
| | - Na Li
- State Key Laboratory of Quality Research in Chinese Medicine, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Avenida Wai Long, Taipa 999078, Macau, China.
| | - Ming Zhao
- College of Longrun Pu-erh Tea, Yunnan Agricultural University, Kunming, Yunnan 650201, China
| | - Wenliang Yu
- State Key Laboratory of Quality Research in Chinese Medicine, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Avenida Wai Long, Taipa 999078, Macau, China
| | - Jian-Lin Wu
- State Key Laboratory of Quality Research in Chinese Medicine, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Avenida Wai Long, Taipa 999078, Macau, China.
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31
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Brzezicha-Cirocka J, Grembecka M, Szefer P. Analytical Assessment of Bio- and Toxic Elements Distribution in Pu-erh and Fruit Teas in View of Chemometric Approach. Biol Trace Elem Res 2016; 174:240-250. [PMID: 27038620 PMCID: PMC5055561 DOI: 10.1007/s12011-016-0669-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2016] [Accepted: 03/13/2016] [Indexed: 11/29/2022]
Abstract
This study concerns application of flame atomic absorption spectrometry (FAAS) in assessment of macro- and microelement and toxic metal levels (Mg, Ca, K, Na, Mn, Cu, Fe, Zn, Cr, Ni, Co, Cd and Pb) in dark (Pu-erh) and fruit tea leaves and their infusions. Phosphorus was also determined in the form of phosphomolybdate by spectrophotometric method. The reliability of the method was checked using three certified reference materials. The results of analysis were in agreement with the certified values, with analytical recovery ranging from 86 to 113 %. Significant correlations (p < 0.001) were found between concentrations of P, Zn, K, Ni, Fe, Co, Cr, and Pb in Pu-erh tea, whereas in fruit tea, such interdependences were found between Mg, Fe, P, Ni, and Co. Kruskal-Wallis test results have related differences in Pu-erh tea quality as well as technological processing of fruit tea to their mineral composition. In order to characterize tea elemental content, chemometric techniques such as factor analysis (FA) and cluster analysis (CA) were used. Their application allowed on differentiation of samples in view of the fermentation type, technological processing, and overall quality.
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Affiliation(s)
- Justyna Brzezicha-Cirocka
- Department of Food Sciences, Medical University of Gdańsk, Al. Gen. J. Hallera 107, 80-416, Gdańsk, Poland
| | - Małgorzata Grembecka
- Department of Food Sciences, Medical University of Gdańsk, Al. Gen. J. Hallera 107, 80-416, Gdańsk, Poland
| | - Piotr Szefer
- Department of Food Sciences, Medical University of Gdańsk, Al. Gen. J. Hallera 107, 80-416, Gdańsk, Poland.
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32
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Jing J, Shi Y, Zhang Q, Wang J, Ruan J. Prediction of Chinese green tea ranking by metabolite profiling using ultra-performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UPLC-Q-TOF/MS). Food Chem 2016; 221:311-316. [PMID: 27979208 DOI: 10.1016/j.foodchem.2016.10.068] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2016] [Revised: 08/24/2016] [Accepted: 10/16/2016] [Indexed: 01/09/2023]
Abstract
Metabolomics profiling provides comprehensive picture of the chemical composition in teas therefore may be used to assess tea quality objectively and reliably. In the present experiment, water and methanol extracts of green teas from China were analyzed by ultra-performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UPLC-Q-TOF/MS) with the objectives to establish a model for quality prediction and to identify potential marker metabolites. The blindly evaluated sensory score of green teas was predicted with excellent power (R2=0.87 and Q2=0.82) and accuracy (RMSEP=1.36) by a partial least-squares (PLS) regression model based on water extract. By contrast, methanol extract failed to reasonably predict the sensory scores. The levels in water extract of neotheaflavin, neotheaflavin 3-O-gallate, trigalloyl-β-d-glucopyranose, myricetin 3,3'-digalactoside, catechin-(4α→8)-epigallocatechin and kaempferol were significantly larger whereas those of theogallin and gallocatechin were less in the low (score<87) than in the high score (⩾90) group.
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Affiliation(s)
- Jin Jing
- Graduate School, Chinese Academy of Agricultural Sciences, Beijing 100081, China; Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310018, China.
| | - Yuanzhi Shi
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310018, China; Key Laboratory for Plant Biology and Resource Application of Tea, The Ministry of Agriculture, China.
| | - Qunfeng Zhang
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310018, China; Key Laboratory for Plant Biology and Resource Application of Tea, The Ministry of Agriculture, China.
| | - Jie Wang
- Graduate School, Chinese Academy of Agricultural Sciences, Beijing 100081, China; Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310018, China.
| | - Jianyun Ruan
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310018, China; Key Laboratory for Plant Biology and Resource Application of Tea, The Ministry of Agriculture, China.
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Tan J, Dai W, Lu M, Lv H, Guo L, Zhang Y, Zhu Y, Peng Q, Lin Z. Study of the dynamic changes in the non-volatile chemical constituents of black tea during fermentation processing by a non-targeted metabolomics approach. Food Res Int 2016. [DOI: 10.1016/j.foodres.2015.11.018] [Citation(s) in RCA: 79] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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34
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Di Lorenzo A, Nabavi SF, Sureda A, Moghaddam AH, Khanjani S, Arcidiaco P, Nabavi SM, Daglia M. Antidepressive-like effects and antioxidant activity of green tea and GABA green tea in a mouse model of post-stroke depression. Mol Nutr Food Res 2015; 60:566-79. [PMID: 26626862 DOI: 10.1002/mnfr.201500567] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2015] [Revised: 10/19/2015] [Accepted: 11/23/2015] [Indexed: 11/08/2022]
Abstract
SCOPE Growing evidence suggests that oxidative stress plays a role in the development of chronic diseases such as cardiovascular disease and some psychiatric disorders. Tea consumption exerts beneficial effects against damage induced by cerebral ischemia-reperfusion in ischemic stroke and depressive symptoms in depression. The aim of this study was to evaluate, in vivo, the protective activity of green tea (GT) and GABA green tea (GGT) against post-stroke depression (PSD), a common consequence of stroke. METHODS AND RESULTS The antidepressive-like effects of GT and GGT were determined by behavioral tests in a mouse model of post-stroke depression. The antioxidant activity was evaluated by GSH, SOD, and TBARS measurements on mouse brain. The chemical composition of tea extracts was characterized through chromatographic methods. GGT and GT resulted active in the modulation of depressive symptoms and the reduction of oxidative stress, restoring normal behavior, and at least in part, antioxidant endogenous defenses. The higher polyphenol, theanine, glutamine, and caffeine content may justify the higher activity found in GGT. CONCLUSIONS This work represents the first attempt to demonstrate the positive effect of tea, and especially GGT, on post-stroke depression and to correlate this effect with the antioxidant activity and phytochemical composition of tea.
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Affiliation(s)
- Arianna Di Lorenzo
- Department of Drug Sciences, Medicinal Chemistry and Pharmaceutical Technology Section, Pavia University, Viale Taramelli 12, Pavia, Italy
| | - Seyed Fazel Nabavi
- Applied Biotechnology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Antoni Sureda
- Grup de Nutrició Comunitària i Estrès Oxidatiu (IUNICS) and CIBEROBN (Physiopathology of Obesity and Nutrition) Universitat de les Illes Balears, Palma de Mallorca, Spain
| | | | - Sedigheh Khanjani
- Department of Biology, Faculty of Basic Sciences, University of Mazandaran, Iran
| | | | - Seyed Mohammad Nabavi
- Applied Biotechnology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Maria Daglia
- Department of Drug Sciences, Medicinal Chemistry and Pharmaceutical Technology Section, Pavia University, Viale Taramelli 12, Pavia, Italy
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35
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Dai W, Qi D, Yang T, Lv H, Guo L, Zhang Y, Zhu Y, Peng Q, Xie D, Tan J, Lin Z. Nontargeted Analysis Using Ultraperformance Liquid Chromatography-Quadrupole Time-of-Flight Mass Spectrometry Uncovers the Effects of Harvest Season on the Metabolites and Taste Quality of Tea (Camellia sinensis L.). JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2015; 63:9869-78. [PMID: 26494158 DOI: 10.1021/acs.jafc.5b03967] [Citation(s) in RCA: 164] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
The chemical composition and taste quality of tea fluctuate seasonally. However, the compounds responsible for the seasonal variation of metabolic pattern and taste quality are far from clear. This study compared the metabolite profiles of green teas of nine varieties that were plucked in spring, summer, and autumn by using ultraperformance liquid chromatography-quadrupole time-of-flight mass spectrometry (UPLC-Q-TOF/MS) on a reversed phase column. A multivariate analysis indicated distinct differences among the metabolite phenotypes of teas harvested in different seasons. Heat-map analysis and metabolic pathway analysis demonstrated that flavan-3-ols, theasinensins, procyanidins, quercetin-O-glycosides, apigenin-C-glycosides, and amino acids exhibited sharp seasonal fluctuations. An equivalent quantification of tea tastes showed that in summer and autumn teas, the bitterness and astringency were significantly elevated, whereas umami declined. Metabolite content comparisons and partial least-squares analysis suggested that several flavonoids and amino acids are mainly responsible for the seasonal variations in taste quality.
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Affiliation(s)
- Weidong Dai
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences , 9 Meiling South Road, Hangzhou, Zhejiang 310008, People's Republic of China
| | - Dandan Qi
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences , 9 Meiling South Road, Hangzhou, Zhejiang 310008, People's Republic of China
| | - Ting Yang
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences , 9 Meiling South Road, Hangzhou, Zhejiang 310008, People's Republic of China
| | - Haipeng Lv
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences , 9 Meiling South Road, Hangzhou, Zhejiang 310008, People's Republic of China
| | - Li Guo
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences , 9 Meiling South Road, Hangzhou, Zhejiang 310008, People's Republic of China
| | - Yue Zhang
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences , 9 Meiling South Road, Hangzhou, Zhejiang 310008, People's Republic of China
| | - Yin Zhu
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences , 9 Meiling South Road, Hangzhou, Zhejiang 310008, People's Republic of China
| | - Qunhua Peng
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences , 9 Meiling South Road, Hangzhou, Zhejiang 310008, People's Republic of China
| | - Dongchao Xie
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences , 9 Meiling South Road, Hangzhou, Zhejiang 310008, People's Republic of China
| | - Junfeng Tan
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences , 9 Meiling South Road, Hangzhou, Zhejiang 310008, People's Republic of China
| | - Zhi Lin
- Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Tea Research Institute, Chinese Academy of Agricultural Sciences , 9 Meiling South Road, Hangzhou, Zhejiang 310008, People's Republic of China
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Rajchl A, Prchalová J, Kružík V, Ševčík R, Čížková H. Evaluation of ice-tea quality by DART-TOF/MS. JOURNAL OF MASS SPECTROMETRY : JMS 2015; 50:1214-1221. [PMID: 26505766 DOI: 10.1002/jms.3639] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2015] [Revised: 08/03/2015] [Accepted: 08/05/2015] [Indexed: 06/05/2023]
Abstract
DART (Direct Analysis in Real Time) coupled with Time-of-Flight Mass Spectrometry (TOF/MS) has been used for analyses of ice-teas. The article focuses on quality and authenticity of ice-teas as one of the most important tea-based products on the market. Twenty-one samples of ice-teas (black and green) were analysed. Selected compounds of ice-teas were determined: theobromine, caffeine, total phenolic compounds, total soluble solids, total amino acid concentration, preservatives and saccharides were determined. Fingerprints of DART-TOF/MS spectra were used for comprehensive assessment of the ice-tea samples. The DART-TOF/MS method was used for monitoring the following compounds: citric acid, caffeine, saccharides, artificial sweeteners (saccharin, acesulphame K), and preservatives (sorbic and benzoic acid), phosphoric acid and phenolic compounds. The measured data were subjected to a principal components analysis. The HPLC and DART-TOF/MS methods were compared in terms of determination of selected compounds (caffeine, benzoic acid, sorbic acid and saccharides) in the ice-teas. The DART-TOF/MS technique seems to be a suitable method for fast screening, testing quality and authenticity of tea-based products.
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Affiliation(s)
- Aleš Rajchl
- Department of Food Preservation, University of Chemistry and Technology Prague, Technicka 5, 160 28, Prague 6, Czech Republic
| | - Jana Prchalová
- Department of Food Preservation, University of Chemistry and Technology Prague, Technicka 5, 160 28, Prague 6, Czech Republic
| | - Vojtěch Kružík
- Department of Food Preservation, University of Chemistry and Technology Prague, Technicka 5, 160 28, Prague 6, Czech Republic
| | - Rudolf Ševčík
- Department of Food Preservation, University of Chemistry and Technology Prague, Technicka 5, 160 28, Prague 6, Czech Republic
| | - Helena Čížková
- Department of Food Preservation, University of Chemistry and Technology Prague, Technicka 5, 160 28, Prague 6, Czech Republic
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Cheynier V, Tomas-Barberan FA, Yoshida K. Polyphenols: From Plants to a Variety of Food and Nonfood Uses. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2015; 63:7589-94. [PMID: 26281949 DOI: 10.1021/acs.jafc.5b01173] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Polyphenols are major plant secondary metabolites, structurally extremely diverse, essential for a variety of functions in plants, responsible for major organoleptic and nutritional properties of plant-derived foods, and useful for numerous practical applications. During the 27th International Conference on Polyphenols and 8th Tannin Conference, held jointly in September 2014 in Nagoya, Japan (ICP2014), the latest advances in polyphenol research have been presented. These include advances in polyphenol chemistry, physicochemistry, and materials science; their biosynthesis, genetics, and metabolic engineering; and their role in plant interactions with the environment, in nutrition and health, and in natural medicine. This special issue presents a selection of research papers presented at the meeting, covering these different fields. Major recent progress and perspectives in these areas are also outlined in this introductory paper.
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Affiliation(s)
- Véronique Cheynier
- UMR1083 Sciences pour l'œnologie, INRA , 2 place Viala, 34060 Montpellier cedex, France
- Research group on Quality, Safety and Bioactivity of Plant Foods, CEBAS-CSIC , P.O. Box 164, Espinardo, Murcia 30100, Spain
- Graduate School of Information Science, Nagoya University , Chikusa, Nagoya 464-8601, Japan
| | - Francisco A Tomas-Barberan
- UMR1083 Sciences pour l'œnologie, INRA , 2 place Viala, 34060 Montpellier cedex, France
- Research group on Quality, Safety and Bioactivity of Plant Foods, CEBAS-CSIC , P.O. Box 164, Espinardo, Murcia 30100, Spain
- Graduate School of Information Science, Nagoya University , Chikusa, Nagoya 464-8601, Japan
| | - Kumi Yoshida
- UMR1083 Sciences pour l'œnologie, INRA , 2 place Viala, 34060 Montpellier cedex, France
- Research group on Quality, Safety and Bioactivity of Plant Foods, CEBAS-CSIC , P.O. Box 164, Espinardo, Murcia 30100, Spain
- Graduate School of Information Science, Nagoya University , Chikusa, Nagoya 464-8601, Japan
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Biosorption of green and black tea polyphenols into Saccharomyces cerevisiae improves their bioaccessibility. J Funct Foods 2015. [DOI: 10.1016/j.jff.2015.05.006] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
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Civenni G, Iodice MG, Nabavi SF, Habtemariam S, Nabavi SM, Catapano CV, Daglia M. Gallic acid and methyl-3-O-methyl gallate: a comparative study on their effects on prostate cancer stem cells. RSC Adv 2015. [DOI: 10.1039/c5ra07988h] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The study shows the different ability of gallic acid and methyl-3-O-methyl gallate to inhibit NF-κB activity and the growth of PCa cells with stem-like properties.
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Affiliation(s)
- G. Civenni
- Institute of Oncology Research (IOR)
- Oncology Institute of Southern Switzerland (IOSI)
- 6500 Bellinzona
- Switzerland
| | - M. G. Iodice
- Department of Drug Sciences
- Medicinal Chemistry and Pharmaceutical Technology Section
- Pavia University
- 27100 Pavia
- Italy
| | - S. F. Nabavi
- Applied Biotechnology Research Center
- Baqiyatallah University of Medical Sciences
- Tehran
- Iran
| | - S. Habtemariam
- Pharmacognosy Research Laboratories
- Medway School of Science
- University of Greenwich
- Chatham-Maritime
- UK
| | - S. M. Nabavi
- Applied Biotechnology Research Center
- Baqiyatallah University of Medical Sciences
- Tehran
- Iran
| | - C. V. Catapano
- Institute of Oncology Research (IOR)
- Oncology Institute of Southern Switzerland (IOSI)
- 6500 Bellinzona
- Switzerland
| | - M. Daglia
- Department of Drug Sciences
- Medicinal Chemistry and Pharmaceutical Technology Section
- Pavia University
- 27100 Pavia
- Italy
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