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中国精品科技期刊2020
田晏,黄晓莉,侯召华. 基于主成分和聚类分析的鹿茸加工技术研究[J]. 食品工业科技,2021,42(21):311−318. doi: 10.13386/j.issn1002-0306.2021020125.
引用本文: 田晏,黄晓莉,侯召华. 基于主成分和聚类分析的鹿茸加工技术研究[J]. 食品工业科技,2021,42(21):311−318. doi: 10.13386/j.issn1002-0306.2021020125.
TIAN Yan, HUANG Xiaoli, HOU Zhaohua. Study on Processing Technology of Velvet Antler based on Principal Component and Cluster Analysis[J]. Science and Technology of Food Industry, 2021, 42(21): 311−318. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2021020125.
Citation: TIAN Yan, HUANG Xiaoli, HOU Zhaohua. Study on Processing Technology of Velvet Antler based on Principal Component and Cluster Analysis[J]. Science and Technology of Food Industry, 2021, 42(21): 311−318. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2021020125.

基于主成分和聚类分析的鹿茸加工技术研究

Study on Processing Technology of Velvet Antler based on Principal Component and Cluster Analysis

  • 摘要: 研究煮炸干燥和真空冷冻干燥鹿茸产品中理化指标的差异,为鹿茸的高值加工利用提供理论支持。三对新鲜梅花鹿鹿茸,每对鹿茸中一支用于真空冷冻干燥,另一支用于传统煮炸法干燥,接着测定了两种产品水分、粗蛋白质、粗脂肪等基础营养成分及脂肪酸、氨基酸、胆固醇和矿物质元素中49项指标,并进行主成分分析和聚类分析。结果表明,冷冻干燥鹿茸中脂肪酸及氨基酸含量极显著(P<0.01)高于煮炸鹿茸,分别为(146.48±10.53)mg/100 g、(34.11±0.98)mg/100 g。而冷冻干燥鹿茸和煮炸干燥鹿茸水分含量分别为(5.37±0.12)mg/100 g、(11.20±1.11)mg/100 g,差异极显著(P<0.01)。主成分分析中前3个主成分累计贡献率达80.87%,煮炸鹿茸和冻干鹿茸样本分开明显,表明两组间的成分差异显著。聚类分析将16种显著差异成分聚为2簇,发现两种加工技术干燥后的鹿茸指标有较大差异,8种脂肪酸和7种氨基酸在冻干鹿茸中含量丰富。多元统计的分析方法能够更直观地表示不同加工技术中鹿茸成分的差异及各自优缺点,冷冻干燥技术能更好保留营养物质及活性成分,为鹿茸的加工提供了方向。

     

    Abstract: In order to provide theoretical support for high value processing and utilization of velvet antler, the differences of physicochemical indexes in velvet antler products by vacuum freeze-drying and boiled water-drying were studied. Three pairs of fresh velvet antlers, one was processed by vacuum freeze-drying method, the other by boiled water-drying method, and the determination of the two products of moisture, crude protein, crude fat and other nutrients and fatty acids, amino acids, cholesterol and mineral elements in 49 indicators, and principal component analysis and cluster analysis were carried out. The results showed that the contents of fatty acid and amino acid in vacuum freeze-dried antler velvet were significantly higher (P<0.01) than boiled-water dried antler velvet, which were (146.48±10.53) mg/100 g and (34.11±0.98) mg/100 g. While the moisture contents of vacuum freeze-dried antler velvet and boiled-water dried antler velvet were (5.37±0.12) mg/100 g and (11.20±1.11) mg/100 g, with significant difference (P<0.01). In the principal component analysis, the cumulative contribution rate of the first three principal components was 80.87%. The samples of boiled-water dried antler velvet and vacuum freeze-dried antler velvet were obviously separated, which indicated that there were significant differences between the two groups. Cluster analysis clustered 16 components with significant differences into 2 groups, it was found that the indexes of velvet antler after drying were significantly different between the two processing techniques. 8 kinds of fatty acids and 7 kinds of amino acids were abundant in vacuum freeze-dried antler velvet. Multivariate statistical analysis method can more intuitively represent the differences of antler components and their advantages and disadvantages in different processing techniques, and vacuum freeze-drying technology can better retain the active ingredients, and provide a direction for velvet antler processing.

     

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