代谢组学
代谢物
化学
代谢途径
气相色谱-质谱法
色谱法
多元分析
代谢组
质谱法
固相微萃取
气相色谱法
新陈代谢
食品科学
生物化学
计算机科学
机器学习
作者
Huanhuan Li,Wenhui Geng,Suleiman A. Haruna,Chenguang Zhou,Yin Wang,Qin Ouyang,Quansheng Chen
出处
期刊:Food Chemistry
[Elsevier BV]
日期:2021-10-21
卷期号:373: 131431-131431
被引量:49
标识
DOI:10.1016/j.foodchem.2021.131431
摘要
Previous researches have been conducted evaluating the volatile compounds of pork. However, data regarding the changes in volatiles and metabolic pathways during pork storage were inadequately investigated. Herein, a headspace solid phase microextraction-gas chromatography-mass spectrometry (HS-SPME-GC/MS) coupled multivariate analysis was proposed for characterizing the profiles of volatile compounds and metabolic pathways during pork storage. A total of 37 metabolites, including aldehydes, ketones, alcohols etc. were successfully identified. Multivariate statistical analysis revealed a substantial variation in metabolite phenotype among samples over the pork storage period, with 12 characteristic metabolites and 5 potential characteristic metabolites screened as biomarkers. Moreover, three metabolomic pathways analysis and transformation between each other (thermal reactions, lipid metabolism and amino acid metabolism) reveals the underlying mechanisms of metabolites change of pork. Therefore, the present study may provide insight into future understanding of the variation in the pork metabolite profiles.
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