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Updated: Jan 25, 2026

Lipidomics and Transcriptomics in Neurological Diseases
Published on: March 18, 2022
Integrated lipidomic and transcriptomic analysis of intramuscular fat deposition in yellow-feathered broilers
Ziqing Li1, Rahmani Mohammad Malyar2, Hanxue Sun1
1College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China.
None:
To elucidate the molecular basis of intramuscular fat (IMF) variation in yellow-feathered broilers, we selected 10 high-IMF (HF) and 10 low-IMF (LF) breast muscle samples from a total of 214 samples, after z-score filtering for LC-MS lipidomics and RNA-seq analyses. Lipidomics identified 94 differentially expressed lipids (DELs; 83 upregulated, 11 downregulated in HF), predominantly triglycerides (TGs, 20.2%), phosphatidylethanolamines (PEs, 15.3%), phosphatidylcholines (PCs, 12.1%), and sphingomyelins (SMs, 8.4%). LION/web enrichment indicated an unsaturated lipid-rich phenotype, characterized by fatty acids containing ≥ 2 double bonds and membrane structural components. RNA-seq revealed 423 differentially expressed genes (DEGs; 312 upregulated, 111 downregulated in HF), enriched in plasma membrane, cell periphery, retinol metabolism, and steroid hormone biosynthesis pathways. RT-qPCR validation of nine lipid metabolism-related DEGs confirmed the RNA-seq trends. Cross-omics Pearson correlation between these DEGs and the top 20 DELs identified PLIN1, SCD, and APOB as central regulatory hubs strongly associated with multiple polyunsaturated TGs and PCs. Functional overlap across omics layers suggests coordinated membrane remodeling and unsaturated lipid deposition in HF breast muscle, providing a data-driven framework for future mechanistic validation and breeding strategies.
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