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比较转录组分析研究 miRNA 在乳蛋白/脂肪品质中的潜在作用。

Comparative transcriptome analysis to investigate the potential role of miRNAs in milk protein/fat quality.

机构信息

Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin, 150030, Heilongjiang, China.

出版信息

Sci Rep. 2018 Apr 19;8(1):6250. doi: 10.1038/s41598-018-24727-y.

Abstract

miRNAs play an important role in the processes of cell differentiation, biological development, and physiology. Here we investigated the molecular mechanisms regulating milk secretion and quality in dairy cows via transcriptome analyses of mammary gland tissues from dairy cows during the high-protein/high-fat, low-protein/low-fat or dry periods. To characterize the important roles of miRNAs and mRNAs in milk quality and to elucidate their regulatory networks in relation to milk secretion and quality, an integrated analysis was performed. A total of 25 core miRNAs were found to be differentially expressed (DE) during lactation compared to non-lactation, and these miRNAs were involved in epithelial cell terminal differentiation and mammary gland development. In addition, comprehensive analysis of mRNA and miRNA expression between high-protein/high-fat group and low-protein/low-fat groups indicated that, 38 miRNAs and 944 mRNAs were differentially expressed between them. Furthermore, 38 DE miRNAs putatively negatively regulated 253 DE mRNAs. The putative genes (253 DE mRNAs) were enriched in lipid biosynthetic process and amino acid transmembrane transporter activity. Moreover, putative DE genes were significantly enriched in fatty acid (FA) metabolism, biosynthesis of amino acids, synthesis and degradation of ketone bodies and biosynthesis of unsaturated FAs. Our results suggest that DE miRNAs might play roles as regulators of milk quality and milk secretion during mammary gland differentiation.

摘要

miRNAs 在细胞分化、生物发育和生理过程中发挥着重要作用。在这里,我们通过对高产脂/高蛋白、低产脂/低蛋白或干奶期奶牛乳腺组织的转录组分析,研究了调节奶牛泌乳和乳品质的分子机制。为了表征 miRNA 和 mRNAs 在乳品质中的重要作用,并阐明它们与泌乳和乳品质相关的调控网络,我们进行了综合分析。研究发现,与非泌乳期相比,泌乳期有 25 个核心 miRNA 表达存在差异,这些 miRNA 参与了上皮细胞终末分化和乳腺发育。此外,高蛋白/高脂肪组和低蛋白/低脂肪组之间的 mRNA 和 miRNA 表达综合分析表明,它们之间有 38 个 miRNA 和 944 个 mRNAs 表达存在差异。此外,38 个差异表达的 miRNA 可能负调控 253 个差异表达的 mRNAs。推测的基因(253 个差异表达的 mRNAs)富集在脂质生物合成过程和氨基酸跨膜转运活性中。此外,推测的差异表达基因在脂肪酸(FA)代谢、氨基酸合成、酮体的合成和降解以及不饱和 FA 的合成中显著富集。我们的研究结果表明,差异表达的 miRNAs 可能在乳腺分化过程中作为乳品质和泌乳的调节因子发挥作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dd94/5908868/cf73ee5b20a7/41598_2018_24727_Fig1_HTML.jpg

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