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中国精品科技期刊2020
问亚琴,张金振,罗帅. 氨基酸含量结合多元统计分析对蜂蜜品种的判别[J]. 食品工业科技,2023,44(20):305−310. doi: 10.13386/j.issn1002-0306.2022110213.
引用本文: 问亚琴,张金振,罗帅. 氨基酸含量结合多元统计分析对蜂蜜品种的判别[J]. 食品工业科技,2023,44(20):305−310. doi: 10.13386/j.issn1002-0306.2022110213.
WEN Yaqin, ZHANG Jinzhen, LUO Shuai. Discrimination of Botanical Origins for Chinese Honey According to Amino Acids Content with Chemometric Approaches[J]. Science and Technology of Food Industry, 2023, 44(20): 305−310. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2022110213.
Citation: WEN Yaqin, ZHANG Jinzhen, LUO Shuai. Discrimination of Botanical Origins for Chinese Honey According to Amino Acids Content with Chemometric Approaches[J]. Science and Technology of Food Industry, 2023, 44(20): 305−310. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2022110213.

氨基酸含量结合多元统计分析对蜂蜜品种的判别

Discrimination of Botanical Origins for Chinese Honey According to Amino Acids Content with Chemometric Approaches

  • 摘要: 本研究利用氨基酸分析仪对我国3个不同品种单花蜜洋槐蜜、椴树蜜和油菜蜜,共计110个蜂蜜样品中17种氨基酸含量进行分析,并基于氨基酸含量结合统计分析方法进行蜂蜜种类鉴别分析。结果表明,油菜蜜中水解氨基酸含量高于椴树蜜和洋槐蜜,16种氨基酸含量在三个蜂蜜品种间存在差异。主成分分析(principle component analysis,PCA)结果表明不同植物源蜂蜜具有聚类趋势,偏最小二乘法判别分析(Partial least squares discriminant analysis,PLS-DA)结果表明油菜蜜可以和洋槐蜜和椴树蜜区分开来。线性判别分析(Linear discriminant analysis,LDA)结果表明3种蜂蜜整体判别率为92.7%,油菜蜜的判别率为92.3%。本研究为油菜蜜、洋槐蜜和椴树蜜分类鉴别提供数据支撑和参考依据。

     

    Abstract: In this study, 17 amino acids were analyzed by amino acid analyzer in 110 honey samples from three different monofloral honeys, i.e.acacia honey, linden honey and rape honey in China, and the honey variety discrimination was performed based on amino acid content combined with chemometrics. The results showed that the content of hydrolyzed amino acids was higher in rape honey than in acacia and linden honey, and the content of 16 amino acids showed significant differences among the honey varieties. The results of principal component analysis (PCA) revealed that the botanical origins of honey samples clustered according to their amino acid content. The results of least squares discriminant analysis (PLS-DA) showed that rape honey could be distinguished from acacia honey and linden honey. Linear discriminant analysis (LDA) showed that the overall discriminant rate of the three honeys was 92.7%, and the discriminant rate of rape honey was 92.3%. This study would provide data support and reference for the classification and identification of rape honey, acacia honey and linden honey.

     

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