食品科学 ›› 2023, Vol. 44 ›› Issue (12): 351-359.doi: 10.7506/spkx1002-6630-20220730-342

• 安全检测 • 上一篇    下一篇

基于稳定同位素和矿物元素的板栗产地判别分析

邓诗意,殷萍,张强,宋军,刘小蕾,刘璐,孙瑞,苏芳,周学永,陈秋生   

  1. (1.天津市农业科学院农产品质量安全与营养研究所,天津 300381;2.天津农学院食品科学与生物工程学院,天津 300392;3.河北省林草花卉质量检验检测中心,河北 石家庄 050006;4.迁西县林业局,河北 唐山 064300)
  • 出版日期:2023-06-25 发布日期:2023-06-30
  • 基金资助:
    天津市重点研发计划京津冀协同创新项目(17YFXTZC00040);河北省林业和草原科学技术研究项目(2109051)

Discrimination of the Geographical Origin of Chinese Chestnut Based on Stable Isotope and Rare Earth Element Fingerprint Characteristics

DENG Shiyi, YIN Ping, ZHANG Qiang, SONG Jun, LIU Xiaolei, LIU Lu, SUN Rui, SU Fang, ZHOU Xueyong, CHEN Qiusheng   

  1. (1. Institute of Agricultural Product Quality, Safety and Nutrition, Tianjin Academy of Agricultural Sciences, Tianjin 300381, China; 2. College of Food Science and Bioengineering, Tianjin Agricultural University, Tianjin 300392, China; 3. Hebei Forest and Flower Quality Inspection and Testing Center, Shijiazhuang 050006, China; 4. Qianxi County Forestry Bureau, Tangshan 064300, China)
  • Online:2023-06-25 Published:2023-06-30

摘要: 为保护板栗原产地信息及地理标志产品,利用稳定同位素质谱仪及电感耦合等离子体质谱仪,对河北迁西、天津蓟县、北京怀柔等10 个省份的164 个板栗样品的稳定同位素(C、H、O、N)和矿物元素进行测定,结合方差分析、主成分分析和正交偏最小二乘判别分析(orthogonal partial least squares-discriminant analysis,OPLS-DA)对板栗样品进行地域分类,建立产地溯源模型。结果表明:10 个产地板栗OPLS-DA模型的交叉验证率均达到100%,接受者操作特性曲线面积接近1。Mg、δ2H、δ18O、Al、Na、δ15N、Cu、Ba、Zn、Th等元素及指标是区别河北板栗与其余9 个产地板栗的主要影响因素(变量投影重要性值大于1)。本研究通过建立板栗的溯源模型,为板栗产地判别提供有效的理论依据。

关键词: 板栗;溯源;稳定同位素;矿物元素;化学计量学

Abstract: In order to protect the geographical origin information of Chinese chestnut as a geographical indication product, 164 Chinese chestnut samples were collected from 10 provinces, including Qianxi in Hebei, Jixian in Tianjin and Huairou in Beijing for analysis of stable isotopes (C, H, O, and N) and mineral elements using elemental analysis-stable isotope mass spectrometry and inductively coupled plasma mass spectrometry (ICP-MS). Analysis of variance (ANOVA), principal component analysis (PCA) and orthogonal partial least squares discriminant analysis (OPLS-DA) were used to classify the production regions of Chinese chestnut and establish a geographical origin traceability model. The results showed that the cross-validation rate of the OPLS-DA model for the 10 geographical origins was 100%, and the area of the receiver operating characteristic (ROC) curve was close to 1. The elements Mg, δ2H, δ18O, Al, Na, δ15N, Cu, Ba, Zn and Th were the main factors (variable importance in the projection, VIP > 1) to distinguish Hebei chestnuts and those from the other nine production regions. The established model can provide an effective theoretical basis for geographical origin discrimination of Chinese chestnut.

Key words: Chinese chestnut; traceability; stable isotopes; mineral elements; chemometrics

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