代谢组学
食物腐败
色谱法
质谱法
液相色谱-质谱法
食品科学
生物
计算生物学
化学
细菌
遗传学
作者
Chih‐Wei Chang,Hsin‐Yi Wu,Hung-Lin Kan,Ying‐Chi Lin,Pei-Jane Tsai,Yun-Chieh Chen,Yu-Yi Pan,Pao‐Chi Liao
标识
DOI:10.1021/acs.jafc.1c01009
摘要
The current approaches remain insufficient for measuring chicken egg spoilage or present analytical limitations. This study aimed to complement the existing analyses and identify novel markers using liquid chromatography-high resolution mass spectrometry-based foodomics strategies. In the discovery set, comparative untargeted metabolomics was utilized to identify marker candidates in microbially inoculated chicken eggs. Markers were annotated by spectral matching with authentic standards, experimental libraries, or in silico fragmentation. In the validation set, targeted metabolomics was employed to verify the markers in stored chicken eggs from five farms. Statistical differences at a p-value < 0.001 revealed increases in lactic and 3-hydroxybutyric acids and decreases in phosphocholine, LPE(O-18:1), LPC(16:0), and LPC(18:0) in stored eggs. Receiver operating characteristic curve analysis of the six combined markers yielded an AUC of 0.956 and a sensitivity and specificity of ∼90%. Four phospholipids were highlighted as a novel class of spoilage markers. Our findings may contribute to further industrial implementation, benefiting the quality assurance and food safety of poultry egg production.
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