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Assuring food safety and traceability of polished rice from different production regions in China and Southeast Asia using chemometric models

机译:使用化学模型,确保来自中国和东南亚不同生产区的抛光米的食品安全性和可追溯性

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摘要

A novel strategy combining elemental analysis-isotopic ratio mass spectrometry (EA-IRMS) and inductively plasma coupled mass spectrometry (ICP-MS) analysis with chemometric data-processing was applied to differentiate polished rice from different growing regions in China with rice imported from Southeast Asia (Thailand and Malaysia). Seven stable isotope ratios (i.e. delta C-13, delta N-15, delta H-2, delta O-18, (87/86)sr, (207/206)pb and Pb-208/207) and 25 multielemental concentrations (Na, Ca, Fe, Zn, Rb, Ag, and Cd, etc.) were assayed and used to establish principal component analysis (PCA) and step-wise linear discriminant analysis (LDA) modeling to determine the rice's geographical origin. The prediction accuracies were cross-validated, and "blind sample" tests were all higher than 90.0% for rice samples from different production areas in China and 85.0% for rice imported from Southeast Asia, respectively. The high level of geographical traceability when combining stable isotope and multielement fingerprints with chemometric data-processing provides a promising tool to assure the origin of Chinese polished rice. This authentication method protects premium rice brands, combats commercial fraud, and quickly locates the origin of contaminated Cd rice to add verifiable food safety measures for consumers.
机译:将元素分析同位素比率质谱(EA-IRMS)和电感等离子体耦合质谱(ICP-MS)分析与化学计量数据加工相结合的新型策略用于区分来自中国进口的不同生长区域的抛光米饭亚洲(泰国和马来西亚)。七个稳定同位素比(即Delta C-13,Delta N-15,Delta H-2,Delta O-18,(87/86)Sr,(207/206)Pb和Pb-208/207)和25个多元素浓度(Na,Ca,Fe,Zn,Rb,Ag和Cd等)测定并用于建立主成分分析(PCA)和逐步的线性判别分析(LDA)建模,以确定大米的地理来源。预测精度是交叉验证的,“盲目样品”试验全部高于来自中国不同生产区域的水稻样品的90.0%,分别从东南亚进口的米饭分别为85.0%。在组合稳定同位素和具有化学计量数据处理的多元首指纹时,地理可追溯性的高水平提供了有希望的工具,以确保中国抛光米的起源。该认证方法保护高级大米品牌,打击商业欺诈,并迅速定位受污染的CD米的起源,为消费者添加可验证的食品安全措施。

著录项

  • 来源
    《Food Control 》 |2019年第2019期| 共10页
  • 作者单位

    Zhejiang Acad Agr Sci State Key Lab Breeding Base Zhejiang Sustainable Hangzhou 310021 Zhejiang Peoples R China;

    China Natl Rice Res Inst Hangzhou 310006 Zhejiang Peoples R China;

    Zhejiang Acad Agr Sci State Key Lab Breeding Base Zhejiang Sustainable Hangzhou 310021 Zhejiang Peoples R China;

    Chinese Acad Agr Sci Inst Qual Stand &

    Testing Technol Agroprod Beijing 100081 Peoples R China;

    Zhejiang Acad Agr Sci State Key Lab Breeding Base Zhejiang Sustainable Hangzhou 310021 Zhejiang Peoples R China;

    Zhejiang Acad Agr Sci State Key Lab Breeding Base Zhejiang Sustainable Hangzhou 310021 Zhejiang Peoples R China;

    Zhejiang Acad Agr Sci State Key Lab Breeding Base Zhejiang Sustainable Hangzhou 310021 Zhejiang Peoples R China;

    Jiaxian Rice Prod Ltd Co Danyang 212341 Jiangsu Peoples R China;

    GNS Sci Natl Isotope Ctr 30 Gracefield Rd Lower Hutt 5040 New Zealand;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 食品工业 ;
  • 关键词

    Polished rice; Stable isotopes; Multielement; Origin; Traceability; Chemometrics;

    机译:抛光米;稳定同位素;多元素;起源;可追溯性;化学计量学;

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