Characterization of the flavor profile of UHT milk during shelf-life via volatile metabolomics fingerprinting combined with chemometrics

化学计量学 风味 代谢组学 保质期 色谱法 食品科学 化学
作者
Yanmei Xi,Yan Yang,Xuelu Chi,Weizhe Wang,Baoguo Sun,Nasi Ai
出处
期刊:Food Research International [Elsevier BV]
卷期号:191: 114705-114705 被引量:2
标识
DOI:10.1016/j.foodres.2024.114705
摘要

Ultra-high temperature (UHT) milk is popular among consumers. However, its flavor and texture change in its shelf life. Flavor is highly determinative for the success of dairy products and for consumers' willingness to buy. It is important to milk producers to ensure the optimal flavor of their products in the shelf life. In order to be able to control and predict the flavor quality of UHT milk during the shelf life, this study compared the variations in sensory quality, volatile aroma release and backbone flavor factors and developed a discriminant model to assess flavor quality based on flavouromics data of five competing milk sample during storage. Using partial least squares discriminant analysis (PLS-DA) with Electronic-nose (E-nose) data excellent classification sensitivity and specificity were achieved compared to models based on gas chromatography-mass spectrometry (GC-MS) data. The PLS-DA model using E-nose data exhibited a 100% correct classification rate for the storage period, and a 92% correct rate based on the eight variable importance in the projection (VIP) elements screened for volatile components from different groups. The discriminative model developed herein based on E-nose combined with chemometrics demonstrated advantages such as speed, efficiency, and environmental friendliness. This method shows promise as a precise tool for analyzing aroma changes in UHT milk during its shelf life, and provide support for controlling the flavor substances and milk product development.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
2秒前
嗯哼发布了新的文献求助10
3秒前
4秒前
我有一个超能力完成签到 ,获得积分10
6秒前
星沉静默发布了新的文献求助10
7秒前
lucky发布了新的文献求助10
8秒前
9秒前
9秒前
kong发布了新的文献求助10
9秒前
酷波er应助思维隋采纳,获得10
10秒前
欧阳清渊完成签到,获得积分10
11秒前
11秒前
哈登发布了新的文献求助10
14秒前
CC悟了完成签到 ,获得积分20
15秒前
16秒前
17秒前
科研达人发布了新的文献求助10
18秒前
18秒前
18秒前
fffff完成签到,获得积分10
19秒前
烟花应助huluobo采纳,获得30
20秒前
lankbki123发布了新的文献求助10
20秒前
21秒前
大白鹅完成签到,获得积分20
23秒前
哈登完成签到,获得积分10
23秒前
23秒前
24秒前
24秒前
25秒前
思维隋发布了新的文献求助10
27秒前
28秒前
Steven发布了新的文献求助10
29秒前
Jancy发布了新的文献求助10
29秒前
ylq发布了新的文献求助30
29秒前
kong发布了新的文献求助10
30秒前
爱吃草莓和菠萝的吕可爱完成签到,获得积分10
31秒前
jiangjiang完成签到,获得积分10
34秒前
淡然冬灵发布了新的文献求助10
34秒前
kelo发布了新的文献求助10
37秒前
高分求助中
The Mother of All Tableaux: Order, Equivalence, and Geometry in the Large-scale Structure of Optimality Theory 3000
A new approach to the extrapolation of accelerated life test data 1000
Indomethacinのヒトにおける経皮吸収 400
基于可调谐半导体激光吸收光谱技术泄漏气体检测系统的研究 370
Phylogenetic study of the order Polydesmida (Myriapoda: Diplopoda) 370
Robot-supported joining of reinforcement textiles with one-sided sewing heads 320
Aktuelle Entwicklungen in der linguistischen Forschung 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 3993032
求助须知:如何正确求助?哪些是违规求助? 3533888
关于积分的说明 11264048
捐赠科研通 3273597
什么是DOI,文献DOI怎么找? 1806129
邀请新用户注册赠送积分活动 882974
科研通“疑难数据库(出版商)”最低求助积分说明 809629