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Discrimination of geographical origin and species of China's cattle bones based on multi-element analyses by inductively coupled plasma mass spectrometry

机译:基于多元素分析的基于多元素分析的中国牛骨骼地理产地和种类的歧视

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摘要

Consumers have an increasing concern in the provenance of the foods they consume. Methods for discriminating geographical origins and species of cattle bone product are essential to provide veracious information for consumers and avoid the adulteration and inferior problems. In this study, 50 element contents of a total of 143 cattle bone samples from eight producing regions in China, were determined by inductively coupled plasma mass spectrometry (ICP-MS). Element contents were used as chemical indicators to discriminate species and geographical origins of cattle bone samples by multivariate data analysis, including hierarchical cluster analysis (HCA) and linear discriminant analysis (LDA). The K-fold cross validation accuracy for species and geographical origin discrimination was 99.3% and 94.5%, respectively. This study reveals that multi-element analysis accompanied by LDA is an effective technique to ensure the information reliability of cattle bone samples, and this strategy may be a potential tool for standardizing market.
机译:消费者在他们消费的食物的出处产生了越来越关注的问题。歧视地理起源和牛骨产品种类的方法对于为消费者提供真正的信息并避免掺假和劣等问题至关重要。在本研究中,通过电感耦合等离子体质谱(ICP-MS)确定了50个来自中国八个生产区的143个牛骨样品的元素含量。元素内容用作化学指标,通过多变量数据分析来区分牛骨样品的物种和地理起源,包括分层聚类分析(HCA)和线性判别分析(LDA)。物种和地理原点歧视的k倍交叉验证精度分别为99.3%和94.5%。本研究表明,LDA伴随的多元素分析是一种有效的技术,以确保牛骨样品的信息可靠性,并且该策略可能是标准化市场的潜在工具。

著录项

  • 来源
    《Food Chemistry》 |2021年第15期|129619.1-129619.7|共7页
  • 作者单位

    Chinese Acad Agr Sci Inst Food Sci & Technol Key Lab Agroprod Proc Minist Agr & Rural Affairs Beijing 100193 Peoples R China|Univ Liege Gembloux Agrobio Tech Lab Biomass & Green Technol Passage Deportes 2 B-5030 Gembloux Belgium;

    Chinese Acad Agr Sci Inst Food Sci & Technol Key Lab Agroprod Proc Minist Agr & Rural Affairs Beijing 100193 Peoples R China|Hulunbuir Muyuankangtai Biotechnol Co LTD Arongqi Logist Business Pk Hulunbuir Inner Mongolia 021000 Hulunbuir Peoples R China;

    Chinese Acad Agr Sci Inst Food Sci & Technol Key Lab Agroprod Proc Minist Agr & Rural Affairs Beijing 100193 Peoples R China|Univ Liege Gembloux Agrobio Tech Lab Biomass & Green Technol Passage Deportes 2 B-5030 Gembloux Belgium;

    Chinese Acad Agr Sci Inst Food Sci & Technol Key Lab Agroprod Proc Minist Agr & Rural Affairs Beijing 100193 Peoples R China;

    Chinese Acad Agr Sci Inst Food Sci & Technol Key Lab Agroprod Proc Minist Agr & Rural Affairs Beijing 100193 Peoples R China;

    Univ Liege Gembloux Agrobio Tech Lab Biomass & Green Technol Passage Deportes 2 B-5030 Gembloux Belgium;

  • 收录信息 美国《科学引文索引》(SCI);美国《生物学医学文摘》(MEDLINE);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Geographical origin; Species; Cattle bone; Multi-element; ICP-MS; Discrimination;

    机译:地理起源;物种;牛骨;多元素;ICP-MS;歧视;

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