Geographical traceability of Chinese green tea using stable isotope and multi-element chemometrics

被引:68
|
作者
Liu, Zhi [1 ,2 ]
Yuan, Yuwei [1 ,2 ]
Zhang, Yongzhi [1 ,2 ]
Shi, Yuanzhi [3 ]
Hu, Guixian [1 ,2 ]
Zhu, Jiahong [1 ,2 ]
Rogers, Karyne M. [1 ,4 ]
机构
[1] Zhejiang Acad Agr Sci, Inst Qual & Stand Agr Prod, Hangzhou 310021, Zhejiang, Peoples R China
[2] Minist Agr, Key Lab Informat Traceabil Agr Prod, Hangzhou 310021, Zhejiang, Peoples R China
[3] Chinese Acad Agr Sci, Tea Res Inst, Hangzhou 310008, Zhejiang, Peoples R China
[4] Natl Isotope Ctr, GNS Sci, 30 Gracefield Rd, Lower Hutt 5040, New Zealand
关键词
ORIGIN; RATIO; AUTHENTICATION; WINES; RICE; SOIL;
D O I
10.1002/rcm.8405
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Rationale: Deliberate and fraudulent origin mislabeling of Chinese green tea motivated by large price differences often brings significant food safety risks and damages consumer trust. Currently, there is no reliable method to verify the origin of green tea produced in China. Stable isotope and multi-element analyses combined with statistical models are widely acknowledged as useful traceability techniques for many agro-products, and could be developed to confirm the geographical origin of Chinese green tea and, more importantly, combat illegal green tea mislabeling and fraud. Methods: An analytical strategy combining elemental analyzer/isotope ratio mass spectrometry (EA/IRMS) and inductively plasma coupled mass spectrometry (ICP-MS) with chemometrics tools was used to confirm the origin of green tea grown in the main tea production provinces around China. Stable C, N, H,O isotope ratios and twenty elements were measured to build mathematical discriminant models using unsupervised principal component analysis (PCA) and supervised linear discriminant analysis (LDA). Two main problems: (i) tracing the origin of Chinese green tea from different tea growing provinces (Zhejiang, Shandong, and other provinces); (ii) authentication of high-value Westlake Longjing tea from the Westlake region and surrounding areas in Zhejiang province, were investigated and assessed. Results: The results demonstrated that PCA and follow-up LDA based on stable isotope and multi-element signatures can verify the geographical origin of Chinese green tea from different provinces, and even localized zones in the same province could be distinguishable, with discrimination accuracies higher than 92.3% and 87.8%, respectively. Conclusions: Geochemical fingerprinting techniques coupled with chemometric tools offer an accurate and effective verification method for the geographical origin of Chinese green tea, providing a promising tool to combat fraudulent mislabeling of high-value green tea.
引用
收藏
页码:778 / 788
页数:11
相关论文
共 50 条
  • [1] Stable isotope and multi-element profiling of Cassiae Semen tea combined with chemometrics for geographical discrimination
    Wang, Youyou
    Kang, Liping
    Zhao, Yuyang
    Xiong, Feng
    Yuan, Yuwei
    Nie, Jing
    Huang, Luqi
    Yang, Jian
    [J]. JOURNAL OF FOOD COMPOSITION AND ANALYSIS, 2022, 107
  • [2] A multi-element stable isotope approach coupled with chemometrics for the determination of Tieguanyin tea geographical origin and harvest season
    Zhou, Peng
    Li, Zeyu
    Ouyang, Liqun
    Gong, Xuedong
    Meng, Peng
    Dai, Ming
    Wang, Zheng
    Wang, Ying
    [J]. ANALYTICAL METHODS, 2019, 11 (03) : 346 - 352
  • [3] Application of Multi-element and Stable Isotope Ratios in Geographical Traceability of Trichiurus haumela Sold Online
    Huang Li-Ying
    Fan Dong-Jie
    Zhang Yue-Xing
    Meng Chun-Ying
    Gu Jie
    [J]. CHINESE JOURNAL OF ANALYTICAL CHEMISTRY, 2019, 47 (03) : 439 - 446
  • [4] Recent Developments in Application of Stable Isotope and Multi-element Analysis on Geographical Origin Traceability of Cereal Grains
    Li, Chao
    Dong, Hao
    Luo, Donghui
    Xian, Yanping
    Fu, Xiong
    [J]. FOOD ANALYTICAL METHODS, 2016, 9 (06) : 1512 - 1519
  • [5] Recent Developments in Application of Stable Isotope and Multi-element Analysis on Geographical Origin Traceability of Cereal Grains
    Chao Li
    Hao Dong
    Donghui Luo
    Yanping Xian
    Xiong Fu
    [J]. Food Analytical Methods, 2016, 9 : 1512 - 1519
  • [6] Data fusion by ratio modulation of stable isotope, multi-element, and fatty acids to improve geographical traceability of lamb
    Qie, Mengjie
    Zhang, Bin
    Li, Zheng
    Zhao, Shanshan
    Zhao, Yan
    [J]. FOOD CONTROL, 2021, 120
  • [7] Preliminary study on the geographical origin of Chinese 'Cuiguan' pears using integrated stable isotope and multi-element analyses
    Zeng, Tingting
    Fu, Tingting
    Huang, Yongchuan
    Zhang, Wei
    Gong, Jiuping
    Ji, Bingjing
    Yang, Xiaoxia
    Tang, Mingfeng
    [J]. HELIYON, 2024, 10 (17)
  • [8] Relationship between multi-element composition in tea leaves and in provenance soils for geographical traceability
    Zhao, Haiyan
    Zhang, Shuangling
    Zhang, Zhiwei
    [J]. FOOD CONTROL, 2017, 76 : 82 - 87
  • [9] Combining stable C, N, O, H isotope and multi-element with chemometrics for identifying the geographical origins of Codonopsis pilosula
    Bai, Ruibin
    Xiong, Feng
    Luo, Zhiqiang
    Lan, Xiaoyan
    Wan, Xiufu
    Kang, Liping
    Yang, Jian
    [J]. JOURNAL OF FOOD COMPOSITION AND ANALYSIS, 2023, 123
  • [10] Potential Use of Stable Isotope and Multi-element Analyses for Regional Geographical Traceability of Bone Raw Materials for Gelatin Production
    Di Jiang
    Lin Du
    Yanchuan Guo
    Jifei Ma
    Xiaoyun Li
    Ling Han
    Yisheng Xu
    Yuan Qian
    [J]. Food Analytical Methods, 2020, 13 : 762 - 769