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Transcriptome Analysis Reveals the Potential Role of Long Non-coding RNAs in Mammary Gland of Yak During Lactation and Dry Period

机译:转录组分析揭示了长期非编码RNA在哺乳期和干燥期间乳腺乳腺中的潜在作用

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The mammary gland is a remarkably dynamic organ of milk synthesis and secretion, and it experiences drastic structural and metabolic changes during the transition from dry periods to lactation, which involves the expression and regulation of numerous genes and regulatory factors. Long non-coding RNA (lncRNA) has considered as a novel type of regulatory factors involved in a variety of biological processes. However, their role in the lactation cycle of yak is still poorly understood. To reveal the involved mechanism, Ribo-zero RNA sequencing was employed to profile the lncRNA transcriptome in mammary tissue samples from yak at two physiological stages, including lactation and dry period. Notably, 1,599 lncRNA transcripts were identified through four rigorous steps and filtered through protein-coding ability. A total of 50 lncRNAs showed significantly different expression between two stages. Accordingly, the results of qRT-PCR were consistent with that of the transcriptome data. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses indicated that target genes of differentially expressed lncRNAs (DELs) were involved in pathways related to lactation, such as fatty acid biosynthesis, insulin signaling pathway, PI3K-Akt signaling pathway, etc. By comparing the positional relationship between DELs and quantitative trait loci (QTL), we found that several DELs (such as LNC_000473) could be used as candidate markers for milk yield and quality traits. Finally, we constructed a lncRNA-gene regulatory network containing some well known candidate genes for milk yield and quality traits. This is the first study to demonstrate a global profile of lncRNA expression in the mammary gland of yak. These results contribute to a valuable resource for future genetic and molecular studies on improving milk yield and quality, and help us to gain a better understanding of the molecular mechanisms underlying lactogenesis and mammary gland development of yak.
机译:乳腺是一种非常动态的牛奶合成和分泌器官,它在从干燥时期转变为泌乳期间经历了激烈的结构和代谢变化,这涉及许多基因和调节因素的表达和调节。长期非编码RNA(LNCRNA)被认为是涉及各种生物过程的新型调节因素。然而,它们在牦牛的哺乳期循环中的作用仍然很糟糕。为了揭示所涉及的机制,使用核心零RNA测序在牦牛处的乳腺组织样品中以两个生理阶段分析LNCrNA转录组,包括哺乳期和干燥时间。值得注意的是,通过四个严格的步骤鉴定了1,599月转录物,并通过蛋白质编码能力过滤。共有50个LNCRNA在两个阶段之间显示出显着不同的表达。因此,QRT-PCR的结果与转录组数据的结果一致。基因本体(GO)和京都基因组(KEGG)富集分析表明,差异表达的LNCRNA(DELS)的靶基因涉及与泌乳有关的途径,例如脂肪酸生物合成,胰岛素信号传导途径,PI3K-AKT信号传导途径等通过比较DEL和定量特征基因座(QTL)之间的位置关系,我们发现几种DEL(例如LNC_000473)可以用作牛奶产量和质量性状的候选标记。最后,我们构建了一种LNCRNA-基因调节网络,其包含一些众所周知的候选基因,用于牛奶产量和质量性状。这是第一项研究展示牦牛乳腺中LNCRNA表达的全局概况。这些结果有助于对未来遗传和分子研究提高牛奶产量和质量的有价值的资源,并帮助我们更好地了解yak乳腺发生和乳腺发育的分子机制。

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