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整合多组学分析确定了发育过程中调节肌内脂肪沉积的关键基因。

Integrative multiomics analysis identifies key genes regulating intramuscular fat deposition during development.

作者信息

Zhu Jinmei, Cai Richun, Yu Yang, Wang Yongli, Zheng Maiqing, Zhao Guiping, Wen Jie, Wang Shubai, Cui Huanxian

机构信息

Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100193, China.

Guangxi Jingling Agriculture and Animal Husbandry Group Co., LTD, Nanning, 530049, China.

出版信息

Poult Sci. 2024 Dec;103(12):104404. doi: 10.1016/j.psj.2024.104404. Epub 2024 Oct 10.

Abstract

Intramuscular fat (IMF) content is an important indicator of livestock and poultry meat quality. Enhancing IMF deposition can significantly improve meat quality. Focusing on the core process of IMF deposition, this study used the Jingxing Yellow (JXY) chickens as a model organism and employed multi-omics approaches, including RNA-sequencing (RNA-seq), Whole-genome bisulfite sequencing (WGBS), and metabolomics, to identify the key genes influencing IMF deposition in chickens during development. The results indicated that the contents of triglycerides (TG) and phospholipids (PLIP) exhibited an upward trend. The TG content did not differ significantly between day 1 (D1) and day 7 (D7), but increased significantly after 35 days (D35) of age. The WGBS results revealed that CpG methylation was the predominant methylation type in the breast muscle tissue of JXY chickens. Integrative analysis of RNA-seq and WGBS identified 50 genes, including PLA2G4F, PALMD, PLSCR5, ARHGEF26, LUM, DCN, TNRC6B, CACNA1C, ROBO1, and MBTPS2, whose methylation levels were significantly negatively correlated with their expression levels. In addition, the combined Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis of differentially-expressed metabolites (DEM) and differentially-expressed genes (DEG) converged on the glycerophospholipid metabolism pathway, which was significantly enriched in DEGs such as PLA2G4F, PLA2G15, LPIN1, MBOAT2, DGKH, AGPAT2, and CHKA, as well as DEM like glycerophosphocholine and phosphocholine. Notably, PLA2G4F was identified as a DEG by DNA methylation, suggesting that PLA2G4F could be a key candidate gene influencing IMF deposition during chicken development. These findings are expected to provide a solid theoretical foundation for improving meat quality through targeted genetic and epigenetic interventions.

摘要

肌内脂肪(IMF)含量是畜禽肉品质的重要指标。提高IMF沉积可显著改善肉品质。本研究聚焦于IMF沉积的核心过程,以京星黄鸡(JXY)为模式生物,采用多组学方法,包括RNA测序(RNA-seq)、全基因组亚硫酸氢盐测序(WGBS)和代谢组学,来鉴定发育过程中影响鸡IMF沉积的关键基因。结果表明,甘油三酯(TG)和磷脂(PLIP)含量呈上升趋势。TG含量在第1天(D1)和第7天(D7)之间无显著差异,但在35日龄(D35)后显著增加。WGBS结果显示,CpG甲基化是JXY鸡胸肌组织中的主要甲基化类型。RNA-seq和WGBS的综合分析鉴定出50个基因,包括PLA2G4F、PALMD、PLSCR5、ARHGEF26、LUM、DCN、TNRC6B、CACNA1C、ROBO1和MBTPS2,其甲基化水平与表达水平显著负相关。此外,差异表达代谢物(DEM)和差异表达基因(DEG)的联合京都基因与基因组百科全书(KEGG)通路富集分析集中在甘油磷脂代谢途径,该途径在PLA2G4F、PLA2G15、LPIN1、MBOAT2、DGKH、AGPAT2和CHKA等DEG以及甘油磷酸胆碱和磷酸胆碱等DEM中显著富集。值得注意的是,PLA2G4F被DNA甲基化鉴定为DEG,这表明PLA2G4F可能是影响鸡发育过程中IMF沉积的关键候选基因。这些发现有望为通过靶向遗传和表观遗传干预改善肉品质提供坚实的理论基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a18e/11538867/7ac77044ef19/gr2.jpg

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