乳业科学与技术 ›› 2024, Vol. 47 ›› Issue (2): 0-0.

• 基础研究 •    

基于主成分分析法构建蒙古奶酪风味强度评价模型

李晓东1,刘璐1,张秀秀1,贾志斌2,乔向宇3,王彩云1,韩仁娇1   

  1. 1. 东北农业大学食品学院
    2. 东北农业大学
    3. 内蒙古伊利实业集团股份有限公司
  • 收稿日期:2024-04-15 修回日期:2024-05-29 出版日期:2024-03-01 发布日期:2024-06-18
  • 通讯作者: 李晓东
  • 基金资助:
    “国家乳业技术创新中心”重点项目

Construction of Mongolian cheese flavor intensity evaluation model based on principal component analysis

  • Received:2024-04-15 Revised:2024-05-29 Published:2024-03-01 Online:2024-06-18
  • Supported by:
    Key projects of "National Dairy Technology Innovation Center"

摘要: 从内蒙古不同地区采集具有代表性的5个蒙古奶酪样品,利用顶空吹扫捕集三重四极杆气质联用仪测定挥发性风味物质,基于主成分分析法构建风味强度评价模型,综合感官评价得分对蒙古奶酪进行评价。结果表明,从蒙古奶酪中共鉴定出86种挥发性物质,其中有24种为主要挥发性物质。利用IBM SPSS Statistics27进行主成分分析来建立香气质量评价模型为F=0.35351F1+0.28046F2+0.19846F3+0.16756F4。模型结果显示:第一至第四主成分的累积贡献率为100%,包含了辛酸乙酯、正己醇、癸酸乙酯,正癸酸、乙酸、乙醛等物质,能够将原始数据的信息较为准确的反应出来。而且5种蒙古奶酪样品的感官评价结果与风味强度评价模型的得分有较好的一致性,说明所构建的模型能够有效地对蒙古奶酪进行风味评价,为蒙古奶酪香气评价提供一种全新的方法。

关键词: 蒙古奶酪, 特征性风味物质, 主成分分析, 评价模型

Abstract: Five representative Mongolian cheese samples were collected from different regions of Inner Mongolia, and volatile flavor substances were determined by headspace purging-trap triple quadrupole temperament combined instrument. The flavor intensity evaluation model was constructed based on principal component analysis, and the Mongolian cheese was evaluated by sensory evaluation scores. The results showed that a total of 75 volatile substances were identified from Mongolian cheese, of which 24 were the main volatile substances. IBM SPSS Statistics27 was used to conduct principal component analysis to establish the aroma quality evaluation model as F=0.35351F1+0.28046F2+0.19846F3+0.16756F4. The results of the model show that the cumulative contribution rate of the first to the fourth principal components is 100%, including ethyl caprylate, n-hexyl alcohol, ethyl caprylate, n-capric acid, acetic acid, acetaldehyde and other substances, which can accurately reflect the information of the original data. Moreover, the sensory evaluation results of 5 kinds of Mongolian cheese samples were in good agreement with the score of the flavor intensity evaluation model, indicating that the constructed model can effectively evaluate the flavor of Mongolian cheese, and provide a new method for the aroma evaluation of Mongolian cheese.

Key words: Mongolian cheese, Characteristic flavor substance, Principal component analysis, Evaluation mode