Integrating lipidomics and machine learning to characterize lipid profile differences among goose breeds

Integrating lipidomics and machine learning to characterize lipid profile differences among goose breeds

This study combined lipidomics technology with machine learning models to identify differences in intermuscular fat (IMF) between goose breeds and to screen for key lipid molecules. Here, we compared the meat quality characteristics and IMF lipid profiles of two goose breeds. The results showed that...

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Bibliographic Details
Main Authors: Zhi Cao, Maodou Xu, Shangzong Qi, Xinlei Xu, Laidi Wang, Qiang Bao, Yu Zhang, Yang Zhang, Qi Xu, Guohong Chen
Format: Article
Language:English
Published: Elsevier 2025-11-01
Series:Poultry Science
Subjects:
Differential lipid molecules
Goose
Lipidomics
Lipid metabolism
Machine learning model
Online Access:http://www.sciencedirect.com/science/article/pii/S003257912500481X
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