Preliminary study on the geographical origin of Chinese 'Cuiguan' pears using integrated stable isotope and multi-element analyses

被引:1
|
作者
Zeng, Tingting [1 ,2 ]
Fu, Tingting [1 ,2 ]
Huang, Yongchuan [1 ,2 ]
Zhang, Wei [1 ,2 ]
Gong, Jiuping [1 ,2 ]
Ji, Bingjing [1 ,2 ]
Yang, Xiaoxia [1 ,2 ]
Tang, Mingfeng [1 ,2 ]
机构
[1] Chongqing Acad Agr Sci, Inst Agr Qual Stand & Testing Technol, Chongqing 401329, Peoples R China
[2] Minist Agr & Rural Affairs, Agr Prod Qual & Safety Supervis Inspect & Testing, Chongqing, Peoples R China
关键词
Pear; Geographical origin traceability; Stable isotope; Mineral elements; DISCRIMINATION; SOIL; L;
D O I
10.1016/j.heliyon.2024.e37450
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Distinguish the geographical origin of the pear is important due to the increasingly valued brand protection and reducing the potential food safety risks. In this study, the profiles of stable isotopes (delta C-13, delta N-15, delta H-2, delta O-18) and the contents of 16 elements in pear peer from four production areas were analyzed. The delta C-13, delta N-15, delta H-2, delta O-18 and 12 elements were significantly different (p < 0.05) in the four production areas. Chemometrics analysis including principal component analysis (PCA), orthogonal partial least squares discriminant analysis (OPLS-DA) and linear discriminant analysis (LDA) were exploited for geographical origin classification of samples. OPLS-DA analysis showed that crucial variables (delta C-13, delta O-18, delta H-2, Ni, Cd, Ca, delta N-15, Sr and Ga) are more relevant for the discrimination of the samples. OPLS-DA achieved pear origin accuracy rates of 87.76 % by combining stable isotope ratios and elemental contents. LDA had a higher accuracy rate than OPLS-DA, and the LDA analysis showed that the original discrimination rate reached to 100 %, while the cross-validated rate reached to 95.7 %. These studies indicated that this method could be used to assess the geographical discrimination of pear from different producing areas and could potentially control the fair trade of pear in fruit markets
引用
收藏
页数:9
相关论文
共 50 条
  • [31] Tracing the Geographical Origin of Boiled and Salted Wakame (Undaria pinnatifida) Using Trace Element and Stable Isotope Analyses
    Suzuki, Yaeko
    Kokubun, Atsuko
    Edura, Tomohiro
    Nakayama, Kazumi
    JOURNAL OF THE JAPANESE SOCIETY FOR FOOD SCIENCE AND TECHNOLOGY-NIPPON SHOKUHIN KAGAKU KOGAKU KAISHI, 2014, 61 (03): : 134 - 138
  • [32] Validation and analysis of the geographical origin of Angelica sinensis (Oliv.) Diels using multi-element and stable isotopes
    Li, Shanjia
    Wang, Hui
    Jin, Ling
    White, James F.
    Kingsley, Kathryn L.
    Gou, Wei
    Cui, Lijuan
    Wang, Fuxiang
    Wang, Zihao
    Wu, Guoqiang
    PEERJ, 2021, 9
  • [33] Geographical origin traceability of kiwifruit products using stable isotope and multi-element analysis with multivariate modeling: Feature extraction, selection of model and variable, and discrimination
    Shuanhui, Wang
    Chang, Chen
    Jing, Tian
    Zhi, Liu
    Xianxian, Mei
    Jialu, Zhou
    Dongguang, Wang
    Shaohua, Zhu
    FOOD CHEMISTRY-X, 2025, 26
  • [34] Tracing the Geographical Origin of Japanese (Aomori Prefecture) and Chinese Apples using Stable Carbon and Oxygen Isotope Analyses
    Suzuki, Yaeko
    Nakashita, Rumiko
    Kobe, Ryo
    Kitai, Akiko
    Tomiyama, Shingo
    JOURNAL OF THE JAPANESE SOCIETY FOR FOOD SCIENCE AND TECHNOLOGY-NIPPON SHOKUHIN KAGAKU KOGAKU KAISHI, 2012, 59 (02): : 69 - 75
  • [35] Current progress in the authentication of fishery and aquatic products using multi-element and stable isotope analyses combined with chemometrics
    Han, Cui
    Li, Li
    Dong, Xuan
    Gao, Qinfeng
    Dong, Shuanglin
    REVIEWS IN AQUACULTURE, 2022, 14 (04) : 2023 - 2037
  • [36] Tracing the geographical origin of tobacco at two spatial scales by stable isotope and element analyses with chemometrics
    Cui, Lili
    Chen, Huan
    Yuan, Yuwei
    Zhu, Fengpeng
    Nie, Jing
    Han, Shulei
    Fu, Ya'ning
    Hou, Hongwei
    Hu, Qingyuan
    Chen, Zengping
    FOOD CHEMISTRY-X, 2023, 18
  • [37] Authentication of the geographical origin of Australian Cabernet Sauvignon wines using spectrofluorometric and multi-element analyses with multivariate statistical modelling
    Ranaweera, K. R. Ranaweera
    Gilmore, Adam M.
    Capone, Dimitra L.
    Bastian, Susan E. P.
    Jeffery, David W.
    FOOD CHEMISTRY, 2021, 335
  • [38] Origin assessment of green coffee (Coffea arabica) by multi-element stable isotope analysis of caffeine
    Weckerle, B
    Richling, E
    Heinrich, S
    Schreier, P
    ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2002, 374 (05) : 886 - 890
  • [39] Origin assessment of green coffee (Coffea arabica) by multi-element stable isotope analysis of caffeine
    Bernhard Weckerle
    Elke Richling
    Sandra Heinrich
    Peter Schreier
    Analytical and Bioanalytical Chemistry, 2002, 374 : 886 - 890
  • [40] Determining the geographical origin of Asian longhorn beetle (Anoplophora glabripennis) specimens using stable isotope and trace element analyses
    Heinrich, Katharina
    Collins, Larissa
    PEST MANAGEMENT SCIENCE, 2017, 73 (05) : 967 - 975