Department of Animal Genetics and Breeding, National Engineering Laboratory for Animal Breeding, MOA Key Laboratory of Animal Genetics and Breeding, Beijing Key Laboratory for Animal Genetic Improvement, State Key Laboratory of Animal Biotech Breeding, Frontiers Science Center for Molecular Design Breeding, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China.
Sanya Research Institute, China Agricultural University, Sanya 572025, China.
Int J Mol Sci. 2024 Jan 18;25(2):1189. doi: 10.3390/ijms25021189.
Porcine body length is closely related to meat production, growth, and reproductive performance, thus playing a key role in the profitability of the pork industry. Cartilage development is critical to longitudinal elongation of individual vertebrae. This study isolated primary porcine vertebral chondrocytes (PVCs) to clarify the complex mechanisms of elongation. We used transcriptome and target energy metabolome technologies to confirm crucial genes and metabolites in primary PVCs at different differentiation stages (0, 4, 8, and 12 days). Pairwise comparisons of the four stages identified 4566 differentially expressed genes (DEGs). Time-series gene cluster and functional analyses of these DEGs revealed four clusters related to metabolic processes, cartilage development, vascular development, and cell cycle regulation. We constructed a transcriptional regulatory network determining chondrocyte maturation. The network indicated that significantly enriched transcription factor (TF) families, including zf-C2H2, homeobox, TF_bZIP, and RHD, are important in cell cycle and differentiation processes. Further, dynamic network biomarker (DNB) analysis revealed that day 4 was the tipping point for chondrocyte development, consistent with morphological and metabolic changes. We found 24 DNB DEGs, including the TFs and Targeted energy metabolome analysis showed that most metabolites were elevated throughout chondrocyte development; notably, 16 differentially regulated metabolites (DRMs) were increased at three time points after cell differentiation. In conclusion, integrated metabolome and transcriptome analyses highlighted the importance of amino acid biosynthesis in chondrocyte development, with coordinated regulation of DEGs and DRMs promoting PVC differentiation via glucose oxidation. These findings reveal the regulatory mechanisms underlying PVC development and provide an important theoretical reference for improving pork production.
猪体长度与肉质生产、生长和繁殖性能密切相关,因此对猪肉产业的盈利能力起着关键作用。软骨发育对于单个椎骨的纵向伸长至关重要。本研究分离了原代猪椎体软骨细胞(PVC),以阐明伸长的复杂机制。我们使用转录组和靶向能量代谢组学技术,在不同分化阶段(0、4、8 和 12 天)的原代 PVC 中确认关键基因和代谢物。四个阶段的两两比较鉴定出 4566 个差异表达基因(DEGs)。这些 DEGs 的时间序列基因聚类和功能分析揭示了四个与代谢过程、软骨发育、血管发育和细胞周期调节相关的基因簇。我们构建了一个决定软骨细胞成熟的转录调控网络。该网络表明,显著富集的转录因子(TF)家族,包括 zf-C2H2、同源盒、TF_bZIP 和 RHD,在细胞周期和分化过程中很重要。此外,动态网络生物标志物(DNB)分析表明,第 4 天是软骨细胞发育的转折点,与形态和代谢变化一致。我们发现了 24 个 DNB DEGs,包括 TFs 和 。靶向能量代谢组分析表明,在整个软骨细胞发育过程中大多数代谢物都升高;值得注意的是,有 16 个差异调节代谢物(DRMs)在细胞分化后三个时间点增加。总之,代谢组和转录组的综合分析强调了氨基酸生物合成在软骨细胞发育中的重要性,通过葡萄糖氧化协调 DEGs 和 DRMs 的调控促进 PVC 分化。这些发现揭示了 PVC 发育的调控机制,为提高猪肉生产提供了重要的理论参考。