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Detection of camellia oil adulteration using chemometrics based on fatty acids GC fingerprints and phytosterols GC-MS fingerprints

机译:基于脂肪酸GC指纹和植物甾醇GC-MS指纹使用化学测定学用山茶花油掺杂检测

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摘要

The fatty acid, squalene, and phytosterols, coupled to chemometrics were utilized to detect the adulteration of camellia oil (CAO) with palm superolein (PAO), refined olive oil (ROO), high oleic- sunflower oil (HO-SUO), sunflower oil (SUO), corn oil (COO), rice bran oil (RBO), rice oil (RIO), peanut oil (PEO), sesame oil (SEO), soybean oil (SOO), and rapeseed oil (RAO). CAO was characterized with higher triterpene alcohols, thus differentiated from other vegetable oils in principle component analysis (PCA). Using partial least squaresdiscriminant analysis (PLS-DA), CAO adulterated with PAO, ROO, HO-SUO, SUO, COO, RBO, RIO, PEO, SEO, SOO, RAO (5%?100%, w/w), could be classified, especially higher than 92.31% of the total discrimination accuracy, at an adulterated ratio above 30%. With less than 22 potential key markers selected by the variable importance in projection (VIP), the optimized PLS models were confirmed to be accurate for the adulterated level prediction in CAO.
机译:利用脂肪酸,角鲨烯和植物甾醇,与化学计量学相结合,检测山茶花(CAO)与棕榈超级素(PAO),精制橄榄油(ROO),高油气 - 向日葵油(HO-SUO),向日葵掺杂 石油(Suo),玉米油(CoO),米糠油(RBO),米油(RIO),花生油(PEO),芝麻油(SEO),大豆油(SOO)和油菜籽油(RAO)。 CaO以较高的三萜醇的特征为特征,因此在原则分析(PCA)中与其他植物油分化。 使用部分最小二乘因分析(PLS-DA),Cao掺假涉及Pao,Roo,Ho-Suo,Suo,Coo,Rbo,Rio,Peo,Seo,Soo,Rao(5%?100%,w / w),可以 被分类,特别是高于总歧视精度的92.31%,掺假比率高于30%。 通过投影(VIP)的变量重视选择的少于22个潜在的关键标记,已确认优化的PLS模型对于CAO的掺假水平预测准确。

著录项

  • 来源
    《Food Chemistry》 |2021年第1期|129422.1-129422.10|共10页
  • 作者单位

    Jiangnan Univ Natl Engn Res Ctr Funct Food Collaborat Innovat Ctr Food Safety & Qual Control Sch Food Sci & Technol Wuxi 214122 Jiangsu Peoples R China;

    Jiangnan Univ Natl Engn Res Ctr Funct Food Collaborat Innovat Ctr Food Safety & Qual Control Sch Food Sci & Technol Wuxi 214122 Jiangsu Peoples R China;

    Jiangnan Univ Natl Engn Res Ctr Funct Food Collaborat Innovat Ctr Food Safety & Qual Control Sch Food Sci & Technol Wuxi 214122 Jiangsu Peoples R China;

    Jiangnan Univ Natl Engn Res Ctr Funct Food Collaborat Innovat Ctr Food Safety & Qual Control Sch Food Sci & Technol Wuxi 214122 Jiangsu Peoples R China;

  • 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

    Camellia oil; Fatty acid; Phytosterols; Adulteration; Chemometrics;

    机译:山茶花;脂肪酸;植物甾醇;掺假;化学计量学;

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