Kumar Suthar Teerath, Zheng Yunlong, Xu Jing, Zhao Ziyi, Zhang Qi, Zhang Yunpeng, Li Min, Zou Hong, Azeem Riaz Muhammad, Sun Wu-Sheng, Zhao Yuan, Zhang Shu-Min
Key Laboratory of Animal Production, Product Quality and Security, Ministry of Education, College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China.
Institute of Animal and Veterinary Sciences, Jilin Academy of Agricultural Sciences, Changchun 130033, China.
Animals (Basel). 2024 Dec 10;14(24):3560. doi: 10.3390/ani14243560.
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.
肉质是一个复杂的性状,在不同猪种间表现出显著差异,而猪肉肉质的调控机制尚未完全阐明。我们比较了松辽黑猪(SBP)和大白×长白猪(LWLDP)背最长肌(LD)的转录组学和代谢组学,以研究肉质的品种特异性差异及潜在调控途径。结果表明,SBP猪肉的大理石花纹评分和背膘厚度更高,颜色更丰富,剪切力更低,滴水损失减少。脂肪酸(FA)分析在LWLDP中鉴定出15种显著的脂肪酸,而SBP中为二十二碳六烯酸(DHA),氨基酸(AA)分析未发现基于品种的差异。转录组分析在SBP中鉴定出134个上调基因和362个下调基因。蛋白质-蛋白质相互作用(PPI)网络分析发现25个关键基因,它们与肌肉发育、脂肪沉积和整体肉质相关,而胰岛素信号通路中的基因,如PPP1R3B、PPARGC1A、SOCS1、EIF4E、PRKAR2A、PRKAG2和FASN,在平衡脂肪代谢和分解代谢中起关键作用。代谢组分析在SBP中鉴定出89种上调代谢物和10种下调代谢物,主要参与果糖和甘露糖代谢、氨基酸生物合成、核苷酸糖代谢和胰高血糖素信号通路。基因-代谢物关联分析发现,PPP1R3B基因与苏氨酸-亮氨酸、麦芽酚、D-肌醇-4-磷酸和果糖-6-磷酸有很强的关联,而MYOG与甘露糖-6-磷酸、果糖-1-磷酸、甘露糖-1-磷酸和葡萄糖-6-磷酸相关。相反,NR4A3和PPARGC1A与大多数上调代谢物呈强烈负相关。总之,本研究鉴定了功能基因,阐明了与肉质性状相关的机制,并鉴定了参与能量代谢、肌肉发育和脂肪沉积的基因-代谢物关联,为调控猪种间肉质的分子机制提供了有价值的见解。