食品科学 ›› 2020, Vol. 41 ›› Issue (5): 166-172.doi: 10.7506/spkx1002-6630-20190305-051

• 营养卫生 • 上一篇    下一篇

基于主成分分析与马氏距离结合运用的婴幼儿配方奶粉营养综合评价

张雪,葛武鹏,郗梦露,杨莉,何锐,崔秀秀   

  1. (1.西北农林科技大学食品科学与工程学院,陕西 杨凌 712100;2.陕西优利士乳业有限公司,陕西 咸阳 712000;3.陕西百跃羊乳集团有限公司,陕西 西安 710000)
  • 出版日期:2020-03-15 发布日期:2020-03-23
  • 基金资助:
    陕西省科技创新能力建设计划项目(2017XY-02);陕西省企业创新项目(K4030218139)

Comprehensive Nutrition Evaluation of Infant Formula Based on Principal Component Analysis with Mahalanobis Distance

ZHANG Xue, GE Wupeng, XI Menglu, YANG Li, HE Rui, CUI Xiuxiu   

  1. (1. College of Food Science and Engineering, Northwest A & F University, Yangling 712100, China;2. Shaanxi Youlishi Dairy Industry Co. Ltd., Xianyang 712000, China; 3. Shaanxi Baiyue Goat Group Co. Ltd., Xi’an 710000, China)
  • Online:2020-03-15 Published:2020-03-23

摘要: 目的:科学评价婴幼儿配方奶粉主成分营养,为婴幼儿食品开发与优化提供技术参考。方法:采用气相色谱、高效液相色谱、离子色谱等方法检测婴幼儿配方奶粉的脂肪、蛋白质和碳水化合物三大宏量营养素及其脂肪酸、氨基酸、乳糖和低聚糖组成及质量分数,在多指标体系中提取出6 个主成分,利用马氏距离评分测算婴幼儿配方奶粉与母乳的营养吻合度,对不同婴幼儿配方奶粉进行综合评价。结果表明:1)在所测9 个配方奶粉样品中三大宏量营养素组成及质量分数与母乳相似,但其分项指标与母乳仍有显著差异(P<0.05);2)所测样品中婴幼儿配方(以下简称婴配)羊奶粉D样品综合马氏距离评分最高,为90.15,其营养综合评价最佳;婴配羊奶粉F样品次之,为86.96;婴配牛奶粉H、I样品得分均处于较低水平,分别为82.32、82.11,婴配羊奶粉马氏距离评分普遍高于婴配牛奶粉。同时综合马氏距离评分发现其受脂肪酸量效影响最大,碳水化合物对整体马氏距离评分影响最小,各种营养素之间存在交互作用,对整体马氏距离评分有影响。该方法对于多个营养指标体系的婴配奶粉营养评价较为科学合理。

关键词: 婴幼儿配方奶粉, 主成分分析, 马氏距离, 宏量营养素

Abstract: This study aimed to scientifically evaluate the main nutritional ingredients of infant formula in order to provide a technical basis for the development and optimization of new infant foods. Gas chromatography, high performance liquid chromatography and ion chromatography were used to detect the three macronutrients proteins, fats and carbohydrates as well as fatty acids, amino acids, lactose and oligosaccharides in infant formula. From the multi-index system, six principal components were extracted and the Mahalanobis distance (MD) was used to measure the nutritional coincidence degree between infant formula and breast milk, and a comprehensive nutritional evaluation was carried out. The results showed that: 1) The compositions and contents of the macronutrients in nine infant formula samples were similar to those in breast milk, but there was a significant difference in some individual components (P < 0.05); 2) Among the tested infant formula samples, goat milk sample D scored highest for Mahalanobis distance (MD = 90.15), followed by goat milk sample F (MD = 86.96), and bovine milk samples H and I showed lower MD scores (82.32 and 82.11, respectively). Accordingly, MD scores for goat milk infant formula were generally higher than those for bovine milk infant formula; 3) MD scores were most affected by fatty acids, and the effect of carbohydrates was the least. The interaction between various nutrients also had an effect. This method can be considered a scientific and reasonable method for the nutritional evaluation of infant formula using multiple nutritional indicators.

Key words: infant formula, principal component analysis, Mahalanobis distance, macronutrients

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