ArticleAnimals : an open access journal from MDPI2024
Transcriptome and Metabolome Insights into Key Genes Regulating Fat Deposition and Meat Quality in Pig Breeds.
Article in Animals : an open access journal from MDPI, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
What it found
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Who cites it
22 citing papers in PubMed.
- The Importance of the Gut-Muscle Axis: From Mechanistic Insights in Cell Culture and Rodent Models to Descriptive and Associative Evidence in Livestock.Animals : an open access journal from MDPI · 2026Review
- Effects of Ferulic Acid on Meat Quality, Carcass Traits, Muscle Fiber Types, and Muscle Development in Shaziling Pigs.Foods (Basel, Switzerland) · 2026Article
- Integrated GC-MS, LC-MS/MS metabolomics, and transcriptomics analysis of meat quality differences between marketed Wuzhishan and Duroc-landrace-Yorkshire pigs.Food chemistry. Molecular sciences · 2026Article
- Integrating Transcriptomics and Metabolomics to Unravel the Molecular Mechanisms of Meat Quality: A Systematic Review.Foods (Basel, Switzerland) · 2026Review
- Multi-Omics Revealed Breed Dominates over Plumage Color in Regulating Pigeon Meat Quality and Flavor.Animals : an open access journal from MDPI · 2026Article
- Review
- Integrating Transcriptomics and Metabolomics to Elucidate the Molecular Mechanisms Underlying Beef Quality Variations.Foods (Basel, Switzerland) · 2026Article
- Transcriptomic Exploration of Muscle Development and Fat Deposition Trait Diversity in Selected Indian Sheep Breeds: Implications for Meat Quality and Yield.Animals : an open access journal from MDPI · 2026Article
- Heterosis-Based Identification of Candidate Genes Associated with Lipid Metabolism and Meat Quality in Crossbred Pigs.Animals : an open access journal from MDPI · 2026Article
- Multiomics transcriptome and metabolome insights into fat metabolism and meat quality in Songliao black pigs and Songlei crossbred pigs.BMC genomics · 2026Article
- Multi-Omics Integration Reveals Key Genes, Metabolites and Pathways Underlying Meat Quality and Intramuscular Fat Deposition Differences Between Tibetan Pigs and Duroc × Tibetan Crossbred Pigs.Animals : an open access journal from MDPI · 2026Article
- Peptide-associated taste differences and underlying molecular regulation in a red variant ofCurrent research in food science · 2026Article
- Integration of ATAC-Seq, Transcriptomic, and Proteomics Reveals the Molecular Mechanism of Intramuscular Fat Deposition and Meat Tenderness Regulation in Pig Breeds.Biomolecules · 2025Article
- Differences in Flavour Compounds and Key Metabolic Markers in High-Quality Broiler Rooster Breast Muscle Based on Broad-Target Metabolomics and Volatile Metabolomics.Foods (Basel, Switzerland) · 2025Article
- Pork Quality and Expression of Genes Involved in Muscularity and Fat Deposition in Different Commercial Lines and Sexes of Pigs.Animals : an open access journal from MDPI · 2025Article
- Integrated Proteomics and Metabolomics Profiling Unravels Molecular Mechanisms Underlying Postmortem Meat Quality Between Two Ages and Muscle Types in Sansui Duck.Animals : an open access journal from MDPI · 2025Article
- Carnosine and Acyl Carnitines as Metabolic Determinants of Muscle Phenotypic Differences Between Longissimus Dorsi and Triceps Brachii in Hanzhong Sheep.Foods (Basel, Switzerland) · 2025Article
- Molecular Insights into Intramuscular Unsaturated Fatty Acid Deposition in Lambs Through Multi-Omics Profiling.Animals : an open access journal from MDPI · 2025Article
- Transcriptome Profiling Reveals Genetic Basis of Muscle Development and Meat Quality Traits in Chinese Congjiang Xiang and Landrace Pigs.Metabolites · 2025Article
- Initial Screening of Extrachromosomal Circular DNA Candidates for Pork Meat Quality Traits Using Circle-Seq and RNA-Seq Analysis.Animals : an open access journal from MDPI · 2025Article
Corrections and comments
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Authors and funding
12 authors.
Funding
Abstract
Meat quality is a complex trait that exhibits significant variation across pig breeds, and the regulatory mechanisms governing pork meat quality are not fully elucidated. We compared the transcriptomics and metabolomics of the longissimus dorsi (LD) muscle between the Songliao Black Pig (SBP) and Large White × Landrace Pig (LWLDP) to investigate breed-specific differences in meat quality and underlying regulatory pathways. The results showed that SBP meat had a higher marbling score and backfat thickness, a richer color, a lower shear force, and reduced drip loss. Fatty acid (FA) analysis identified 15 significant FAs in the LWLDP, with docosahexaenoic acid (DHA) in the SBP, while amino acid (AA) analysis revealed no breed-based differences. Transcriptome analysis identified 134 upregulated and 362 downregulated genes in the SBP. Protein-protein interaction (PPI) network analysis found 25 key genes, which are associated with muscle development, fat deposition, and overall meat quality, while genes in the insulin signaling pathway, such as PPP1R3B, PPARGC1A, SOCS1, EIF4E, PRKAR2A, PRKAG2, and FASN, play a crucial role in balancing fat metabolism and catabolism. Metabolomic analysis identified 89 upregulated and 10 downregulated metabolites in the SBP, primarily involved in fructose and mannose metabolism, amino acid biosynthesis, nucleotide sugar metabolism, and glucagon signaling pathways. Gene-metabolite association analysis found that the PPP1R3B gene had a strong association with Thr-Leu, Maltol, D-myo-Inositol-4-phosphate, and Fructose-6-phosphate, while MYOG correlated with Mannose-6-phosphate, Fructose-1-phosphate, Mannose-1-phosphate, and Glucose-6-phosphate. In contrast, NR4A3 and PPARGC1A showed a strong negative correlation with most upregulated metabolites. In conclusion, this study identified functional genes, elucidated the mechanisms associated with meat quality traits, and identified gene-metabolite associations involved in energy metabolism, muscle development, and fat deposition, providing valuable insights into the molecular mechanisms that regulate meat quality between pig breeds.
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