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Transcriptome Analysis Identifies Candidate Genes and Signaling Pathways Associated With Feed Efficiency in Xiayan
Cong Xiao1, Jixian Deng1, Linghu Zeng1
1College of Animal Science and Technology, Guangxi University, Nanning, China.
Frontiers in Genetics
|April 5, 2021
Summary
Researchers identified key genes and pathways influencing feed efficiency in Xiayan chickens by analyzing gene expression in low residual feed intake (LRFI) and high residual feed intake (HRFI) birds. This study sheds light on the molecular basis of feed conversion in poultry.
Area of Science:
- Poultry Genetics
- Animal Nutrition
- Molecular Biology
Background:
- Feed efficiency is crucial for poultry economic viability.
- Residual Feed Intake (RFI) is a primary metric for evaluating feed efficiency.
- The molecular underpinnings of RFI are not fully understood.
Purpose of the Study:
- To identify candidate genes and molecular pathways associated with RFI in Xiayan chickens.
- To utilize RNA-sequencing to compare gene expression between low RFI (LRFI) and high RFI (HRFI) chickens.
- To elucidate the genetic mechanisms regulating feed efficiency in a native Chinese chicken breed.
Main Methods:
- RNA-sequencing was performed on male and female Xiayan chickens categorized into LRFI and HRFI groups.
- Differential gene expression analysis was conducted to identify genes associated with RFI.
- Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were employed.
- Protein-protein interaction (PPI) network analysis was utilized to identify key regulatory genes and pathways.
Main Results:
- Over 1,000 differentially expressed genes were identified in males and over 700 in females related to RFI.
- Enriched GO terms primarily involved carbohydrate, amino acid, and energy metabolism.
- KEGG analysis revealed significant pathways including nutrient metabolism, insulin signaling, and MAPK signaling.
- Key genes involved in fat metabolism and heat stress were implicated via PPI network analysis.
- LRFI chickens showed distinct gene expression patterns related to intestinal function and fat metabolism (males) or nervous system development (females).
Conclusions:
- This study identifies candidate genes and pathways regulating feed efficiency in Xiayan chickens.
- Findings highlight the involvement of metabolic and stress-related pathways in RFI.
- Distinct sex-specific molecular mechanisms contribute to feed efficiency variations.
- The results offer valuable insights for genetic improvement of feed efficiency in poultry.
Keywords:
RNA-seqcandidate genesfeed efficiencygene set enrichment analysisprotein–protein interaction
