Integrative analysis of miRNAs and mRNAs revealed regulation of lipid metabolism in dairy cattle
Integrative analysis of miRNAs and mRNAs revealed regulation of lipid metabolism in dairy cattle
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miRNA 和 mRNA 的综合分析揭示了奶牛脂质代谢的调节
DOI:
10.1007/s10142-021-00786-9
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发表时间:
2021-05
影响因子:
2.9
通讯作者:
Runjun Yang
中科院分区:
文献类型:
--
作者:
Lixin Xia;Zhihui Zhao;Xianzhong Yu;Chunyan Lu;Ping Jiang;Haibin Yu;Xiaohui Li;Xiang Yu;Juan Liu;Xibi Fang;Runjun Yang
Lipid metabolism in bovine mammary epithelial cells has been the primary focus of the research of milk fat percentage of dairy cattle. Functional microRNAs can affect lipid metabolism by regulating the expression of candidate genes. The purpose of the study was to screen and identify differentially expressed miRNAs, candidate genes, and co-regulatory pathways related to the metabolism of milk fat. To achieve this aim, we used miRNA and transcriptome data from the mammary epithelial cells of dairy cattle with high (H, 4.85%) and low milk fat percentages (L, 3.41%) during mid-lactation. One hundred ninety differentially expressed genes and 33 differentially expressed miRNAs were significantly enriched in related regulatory networks, of which 27 candidate genes regulated by 18 differentially expressed miRNAs significantly enriched in pathways related to lipid metabolism (p< 0.05). Target relationships betweenPDE4Dand bta-miR-148a,PEG10and bta-miR-877,SOD3and bta-miR-2382-5p, andADAMTS1and bta-miR-2425-5p were verified using luciferase reporter assays and quantitative RT-PCR. The detection of triglyceride production in BMECs showed that bta-miR-21-3p and bta-miR-148a promote triglyceride synthesis, whereas bta-miR-124a, bta-miR-877, bta-miR-2382-5p, and bta-miR-2425-5p inhibit triglyceride synthesis. The conjoint analysis could identify functional miRNAs and regulatory candidate genes involved in lipid metabolism within the co-expression networks of the dairy cattle mammary system, which contributes to the understanding of potential regulatory mechanisms of genetic element and gene signaling networks involved in milk fat metabolism.
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