Shi Bingang, Shi Xuehong, Zuo Zhi, Zhao Shijie, Zhao Zhidong, Wang Jiqing, Zhou Huitong, Luo Yuzhu, Hu Jiang, Hickford Jon G H
Faculty of Animal Science and Technology & Gansu Key Laboratory of Herbivorous Animal Biotechnology, Gansu Agricultural University, Lanzhou 730070, China.
Gene-Marker Laboratory, Faculty of Agriculture and Life Sciences, Lincoln University, Lincoln 7647, New Zealand.
Gene. 2022 May 20;823:146356. doi: 10.1016/j.gene.2022.146356. Epub 2022 Feb 25.
The regulatory mechanisms controlling post-natal muscle development in the yak (Bos grunniens) are still largely unknown, yet the growth and development of muscle is a complex process that plays a crucial role in determining the yield and quality of an animal's meat. In this study, we performed a transcriptome analysis based on the RNA sequencing (RNA-Seq) of yak longissimus dorsi muscle tissue obtained from calves (6 months of age; 6 M), young adults (30 months of age; 30 M) and adult (54 months of age; 54 M) to identify which genes are differentially expressed and to investigate their temporal expression profiles. In total, 1788 differentially expressed genes (DEGs) (|log2FC| ≥ 1, P-adjusted < 0.05) were detected by pairwise comparisons between the different age groups. The expression levels of 10 of the DEGs were confirmed using reverse transcription-quantitative PCR (RT-qPCR), and the results were consistent with the transcriptome profile. A time-series expression profile analysis clustered the DEGs into four groups that could be divided into two classes (P < 0.05): class 1 profiles, which had up-regulated patterns of gene expression and class 2 profiles, which featured down-regulated patterns. Based on that cluster analysis, GO enrichment analysis revealed 1073, 127, and 184 terms as significantly enriched in biological process (BP), cellular component (CC), and molecular function (MF) categories in the class 1 profiles, while 714, 66, and 206 terms were significantly enriched in BP, CC, and MF in the class 2 profiles. A KEGG pathway analysis revealed that DEGs from the class 1 profiles were enriched in 62 pathways, with the most enriched being the phosphoinositide 3-kinase (PI3K) - protein kinase B (Akt)-signaling pathway. The DEGs from the class 2 profiles were enriched in 16 pathways, of which forkhead box protein O (FoxO) - signaling was the most enriched. Taken together, these results provide insight into the mechanisms of skeletal muscle development, as well suggesting some potential genes of importance for yak meat production.
控制牦牛(Bos grunniens)出生后肌肉发育的调控机制仍 largely 未知,然而肌肉的生长和发育是一个复杂的过程,在决定动物肉的产量和质量方面起着关键作用。在本研究中,我们基于对从犊牛(6月龄;6M)、青年牛(30月龄;30M)和成年牛(54月龄;54M)获取的牦牛背最长肌组织进行RNA测序(RNA-Seq),开展了转录组分析,以确定哪些基因差异表达,并研究它们的时间表达谱。通过不同年龄组之间的两两比较,总共检测到1788个差异表达基因(DEGs)(|log2FC|≥1,P校正<0.05)。使用逆转录定量PCR(RT-qPCR)确认了10个DEGs的表达水平,结果与转录组图谱一致。时间序列表达谱分析将DEGs聚类为四组,可分为两类(P<0.05):第1类图谱,其基因表达呈上调模式;第2类图谱,其特征为下调模式。基于该聚类分析,GO富集分析显示,第1类图谱中分别有1073、127和184个术语在生物过程(BP)、细胞成分(CC)和分子功能(MF)类别中显著富集,而第2类图谱中分别有714、66和206个术语在BP、CC和MF中显著富集。KEGG通路分析显示,第1类图谱中的DEGs在62条通路中富集,最富集的是磷脂酰肌醇3激酶(PI3K)-蛋白激酶B(Akt)信号通路。第2类图谱中的DEGs在16条通路中富集,其中叉头框蛋白O(FoxO)信号通路最富集。综上所述,这些结果为骨骼肌发育机制提供了见解,同时也暗示了一些对牦牛肉生产具有重要意义的潜在基因。