ArticleBMC genomics2020
Identification of key genes and pathways associated with feed efficiency of native chickens based on transcriptome data via bioinformatics analysis.
Article in BMC genomics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
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28 citing papers in PubMed, 61 citations in OpenAlex.
- The Effects of Fermented Chinese Herbal Medicine on Growth Performance, Immunity, Intestinal Microbiota, and Intestinal Metabolite Profile of Broiler Chicks.Probiotics and antimicrobial proteins · 2026Article
- Integrated transcriptome analysis of jejunum and liver to identify key genes and pathways associated with body weight in chickens.Scientific reports · 2026Article
- Sequence-based genome-wide association study reveals genetic and metabolic mechanisms underlying feed efficiency-related traits in beef cattle.Journal of animal science and biotechnology · 2026Article
- Advances in Genomics and Postgenomics in Poultry Science: Current Achievements and Future Directions.International journal of molecular sciences · 2025Review
- Integrating metabolomics for precision nutrition in poultry: optimizing growth, feed efficiency, and health.Frontiers in veterinary science · 2025Review
- Macro, Trace and Toxic Element Composition in Liver and Meat of Broiler Chicken Associated with Cecal Microbiome Community.Biology · 2024Article
- Transcriptomic analysis reveals differentially expressed genes associated with meat quality in Chinese Dagu chicken and AABMC genomics · 2024Article
- The mRNA-lncRNA landscape of multiple tissues uncovers key regulators and molecular pathways that underlie heterosis for feed intake and efficiency in laying chickens.Genetics, selection, evolution : GSE · 2023Article
- Gene coexpression network analysis reveals perirenal adipose tissue as an important target of prenatal malnutrition in sheep.Physiological genomics · 2023Article
- Article
- Comparative Serum Proteome Analysis Indicates a Negative Correlation between a Higher Immune Level and Feed Efficiency in Pigs.Veterinary sciences · 2023Article
- Characterization of feed efficiency-related key signatures molecular in different cattle breeds.PloS one · 2023Article
- Transcriptome analysis of divergent residual feed intake phenotypes in theFrontiers in genetics · 2023Article
- Multi-transcriptomics reveals RLMF axis-mediated signaling molecules associated with bovine feed efficiency.Frontiers in veterinary science · 2023Article
- Feed efficiency in dairy sheep: An insight from the milk transcriptome.Frontiers in veterinary science · 2023Article
- Identification of biomarkers associated with the feed efficiency by metabolomics profiling: results from the broiler lines divergent for high or low abdominal fat content.Journal of animal science and biotechnology · 2022Article
- Article
- Transcriptome Analysis of Breast Muscle Reveals Pathways Related to Protein Deposition in High Feed Efficiency of Native Turkeys.Animals : an open access journal from MDPI · 2022Article
- Identification and characterization of circular RNAs in association with the feed efficiency in Hu lambs.BMC genomics · 2022Article
- Transcriptome analysis reveals the potential roles of long non-coding RNAs in feed efficiency of chicken.Scientific reports · 2022Article
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Authors and funding
7 authors at 1 institution in 1 country.
Funding
Abstract
backgroundImproving feed efficiency is one of the important breeding targets for poultry industry. The aim of current study was to investigate the breast muscle transcriptome data of native chickens divergent for feed efficiency. Residual feed intake (RFI) value was calculated for 1008 closely related chickens. The 5 most efficient (LRFI) and 5 least efficient (HRFI) birds were selected for further analysis. Transcriptomic data were generated from breast muscle collected post-slaughter.
resultsThe differently expressed genes (DEGs) analysis showed that 24 and 325 known genes were significantly up- and down-regulated in LRFI birds. An enrichment analysis of DEGs showed that the genes and pathways related to inflammatory response and immune response were up-regulated in HRFI chickens. Moreover, Gene Set Enrichment Analysis (GSEA) was also employed, which indicated that LRFI chickens increased expression of genes related to mitochondrial function. Furthermore, protein network interaction and function analyses revealed ND2, ND4, CYTB, RAC2, VCAM1, CTSS and TLR4 were key genes for feed efficiency. And the 'phagosome', 'cell adhesion molecules (CAMs)', 'citrate cycle (TCA cycle)' and 'oxidative phosphorylation' were key pathways contributing to the difference in feed efficiency.
conclusionsIn summary, a series of key genes and pathways were identified via bioinformatics analysis. These key genes may influence feed efficiency through deep involvement in ROS production and inflammatory response. Our results suggested that LRFI chickens may synthesize ATP more efficiently and control reactive oxygen species (ROS) production more strictly by enhancing the mitochondrial function in skeletal muscle compared with HRFI chickens. These findings provide some clues for understanding the molecular mechanism of feed efficiency in birds and will be a useful reference data for native chicken breeding.
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