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.

科研通智能强力驱动
Strongly Powered by AbleSci AI
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
1秒前
2秒前
3秒前
4秒前
christy发布了新的文献求助10
4秒前
4秒前
汉堡包应助杨佳于采纳,获得30
5秒前
沧笙踏歌完成签到,获得积分10
5秒前
ddd完成签到,获得积分20
6秒前
AXQ发布了新的文献求助10
6秒前
Ramanujan发布了新的文献求助10
6秒前
刘艺涵完成签到,获得积分10
6秒前
7秒前
111111发布了新的文献求助30
7秒前
吃一口芝士完成签到,获得积分10
7秒前
草莓熊完成签到,获得积分20
7秒前
零零零完成签到,获得积分20
8秒前
阿是发布了新的文献求助10
8秒前
8秒前
量子星尘发布了新的文献求助10
9秒前
久念发布了新的文献求助10
10秒前
10秒前
毛mao发布了新的文献求助10
10秒前
草莓熊发布了新的文献求助20
10秒前
轻松盼雁发布了新的文献求助10
11秒前
12秒前
铭铭发布了新的文献求助10
13秒前
cijing完成签到,获得积分10
13秒前
rrxx_完成签到,获得积分10
13秒前
大河马完成签到,获得积分20
15秒前
合适飞雪发布了新的文献求助10
16秒前
nananana完成签到,获得积分10
17秒前
mm完成签到 ,获得积分10
17秒前
17秒前
所所应助KDanielt采纳,获得10
18秒前
冷风寒清应助FOR明采纳,获得30
19秒前
19秒前
无敌阿东完成签到 ,获得积分10
20秒前
深情安青应助久念采纳,获得10
21秒前
钰宁完成签到,获得积分10
23秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Kinesiophobia : a new view of chronic pain behavior 2000
Cronologia da história de Macau 1600
Developmental Peace: Theorizing China’s Approach to International Peacebuilding 1000
Traitements Prothétiques et Implantaires de l'Édenté total 2.0 1000
Earth System Geophysics 1000
Bioseparations Science and Engineering Third Edition 1000
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 纳米技术 有机化学 物理 生物化学 化学工程 计算机科学 复合材料 内科学 催化作用 光电子学 物理化学 电极 冶金 遗传学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 6131724
求助须知:如何正确求助?哪些是违规求助? 7959183
关于积分的说明 16516081
捐赠科研通 5248869
什么是DOI,文献DOI怎么找? 2803038
邀请新用户注册赠送积分活动 1784064
关于科研通互助平台的介绍 1655150