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Deep RNA-Seq reveals miRNome differences in mammary tissue of lactating Holstein and Montbéliarde cows

机译:Deep RNA-SEQ揭示了哺乳动物Holstein和Montbéliarde奶牛的乳腺组织中的mirnome差异

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Genetic polymorphisms are known to influence milk production and composition. However, the genomic mechanisms involved in the genetic regulation of milk component synthesis are not completely understood. MicroRNAs (miRNAs) regulate gene expression. Previous research suggests that the high developmental potential of the mammary gland may depend in part on a specific miRNA expression pattern. The objective of the present study was to compare the mammary gland miRNomes of two dairy cow breeds, Holstein and Montbéliarde, which have different mammogenic potentials that are related to differences in dairy performance. Milk, fat, protein, and lactose yields were lower in Montbéliarde cows than in Holstein cows. We detected 754 distinct miRNAs in the mammary glands of Holstein (n?=?5) and Montbéliarde (n?=?6) midlactating cows using RNA-Seq technology, among which 738 were known and 16 were predicted miRNAs. The 25 most abundant miRNAs accounted for 90.6% of the total reads. The comparison of their abundances in the mammary glands of Holstein versus Montbéliarde cows identified 22 differentially expressed miRNAs (Padj?≤?0.05). Among them, 11 presented a fold change ≥2, and 2 (miR-100 and miR-146b) were highly expressed. Among the most abundant miRNAs, miR-186 is known to inhibit cell proliferation and epithelial-to-mesenchymal transition. Data mining showed that 17 differentially expressed miRNAs with more than 20 reads were involved in the regulation of mammary gland plasticity. Several of them may potentially target mRNAs involved in signaling pathways (such as mTOR) and lipid metabolism, thereby indicating that they could influence milk composition. We found differences in the mammary gland miRNomes of two dairy cattle breeds. These differences suggest a potential role for miRNAs in mammary gland plasticity and milk component synthesis, both of which are related to milk production and composition. Further research is warranted on the genetic regulation of miRNAs and their role in milk synthesis.
机译:已知遗传多态性影响牛奶生产和组合物。然而,涉及乳成分合成遗传调节的基因组机制尚未完全理解。 microRNA(miRNA)调节基因表达。以前的研究表明,乳腺的高发育潜力部分可以部分地取决于特定的miRNA表达模式。本研究的目的是比较两只乳制品牛品种,荷斯坦和蒙巴利亚氏症的乳腺腺体,这具有与乳品表现差异有关的不同乳腺发生潜力。牛奶,脂肪,蛋白质和乳糖产率在蒙特巴尔德奶牛较低,而不是在荷斯坦奶牛。我们在Holstein的乳腺中检测到754个不同的miRNA(n?=Δ5),使用RNA-SEQ技术的Montbéliarde(n?=Δ6)中间奶牛中,其中已知738个,预测miRNA。最丰富的MIRNA占总读数的90.6%。它们在Holstein的乳腺中的丰度与Montbéliarde奶牛的比较鉴定了22个差异表达的miRNA(Padj?≤≤0.05)。其中,11呈现倍数≥2,2(miR-100和miR-146b)高度表达。在最丰富的miRNA中,已知miR-186抑制细胞增殖和上皮 - 间充质转变。数据挖掘表明,在乳腺可塑性的调节中涉及具有超过20读数的差异表达的miRNA。其中几个可能潜在靶向信号传导途径(如MTOR)和脂质代谢的MRNA,从而表明它们可以影响牛奶组合物。我们发现两只乳制品养殖品种的乳腺Mirnomes的差异。这些差异表明miRNA在乳腺塑性和乳成分合成中的潜在作用,这两者都与牛奶生产和组成有关。进一步的研究是关于miRNA的遗传调节及其在牛奶合成中的作用。

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