TY - JOUR
T1 - Discovery of Spoilage Markers for Chicken Eggs Using Liquid Chromatography-High Resolution Mass Spectrometry-Based Untargeted and Targeted Foodomics
AU - Chang, William Chih Wei
AU - Wu, Hsin Yi
AU - Kan, Hung Lin
AU - Lin, Ying Chi
AU - Tsai, Pei Jane
AU - Chen, Yun Chieh
AU - Pan, Yu Yi
AU - Liao, Pao Chi
N1 - Funding Information:
The authors acknowledge the mass spectrometry analysis supported by the Metabolomics Core Facility, Scientific Instrument Center at Academia Sinica (Taipei, Taiwan), NTU Consortia of Key Technologies, NTU Instrumentation Center (Taipei, Taiwan), and Instrument Center of National Cheng Kung University (Tainan, Taiwan).
Funding Information:
This work was supported by the Ministry of Science and Technology, Taiwan [grant numbers MOST108-2113-M-006-008 and MOST109-2113-M-006-015].
Publisher Copyright:
© 2021 American Chemical Society.
PY - 2021/4/14
Y1 - 2021/4/14
N2 - 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.
AB - 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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U2 - 10.1021/acs.jafc.1c01009
DO - 10.1021/acs.jafc.1c01009
M3 - Article
C2 - 33787240
AN - SCOPUS:85104276122
SN - 0021-8561
VL - 69
SP - 4331
EP - 4341
JO - Journal of Agricultural and Food Chemistry
JF - Journal of Agricultural and Food Chemistry
IS - 14
ER -