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Identification and Profiling of microRNAs and Their Target Genes from Developing Caprine Skeletal Muscle

机译:发育中的骨骼肌中microRNA及其靶基因的鉴定和分析

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摘要

Goat is an important agricultural animal for meat production. Functional studies have demonstrated that microRNAs (miRNAs) regulate gene expression at the post-transcriptional level and play an important role in various biological processes. Although studies on miRNAs expression profiles have been performed in various animals, relatively limited information about goat muscle miRNAs has been reported. To investigate the miRNAs involved in regulating different periods of skeletal muscle development, we herein performed a comprehensive research for expression profiles of caprine miRNAs during two developmental stages of skeletal muscles: fetal stage and six month-old stage. As a result, 15,627,457 and 15,593,721 clean reads were obtained from the fetal goat library (FC) and the six month old goat library (SMC), respectively. 464 known miRNAs and 83 novel miRNA candidates were identified. Furthermore, by comparing the miRNA profile, 336 differentially expressed miRNAs were identified and then the potential targets of the differentially expressed miRNAs were predicted. To understand the regulatory network of miRNAs during muscle development, the mRNA expression profiles for the two development stages were characterized and 7322 differentially expressed genes (DEGs) were identified. Then the potential targets of miRNAs were compared to the DEGs, the intersection of the two gene sets were screened out and called differentially expressed targets (DE-targets), which were involved in 231 pathways. Ten of the 231 pathways that have smallest P-value were shown as network figures. Based on the analysis of pathways and networks, we found that miR-424-5p and miR-29a might have important regulatory effect on muscle development, which needed to be further studied. This study provided the first global view of the miRNAs in caprine muscle tissues. Our results help elucidation of complex regulatory networks between miRNAs and mRNAs and for the study of muscle development.
机译:山羊是生产肉类的重要农业动物。功能研究表明,microRNA(miRNA)在转录后水平调控基因表达,并在各种生物学过程中发挥重要作用。尽管已经在各种动物中进行了关于miRNA表达特征的研究,但有关山羊肌肉miRNA的信息相对有限。为了研究涉及调节骨骼肌发育不同时期的miRNA,我们在本文中对骨骼肌的两个发育阶段:胎儿期和六个月大的阶段中的山羊miRNA的表达谱进行了全面研究。结果,分别从胎儿山羊文库(FC)和六个月大的山羊文库(SMC)获得了15,627,457和15,593,721次干净读取。确定了464个已知的miRNA和83个新的miRNA候选物。此外,通过比较miRNA谱,鉴定了336个差异表达的miRNA,然后预测了差异表达的miRNA的潜在靶标。为了了解miRNA在肌肉发育过程中的调控网络,对两个发育阶段的mRNA表达谱进行了表征,并鉴定了7322个差异表达基因(DEG)。然后将miRNA的潜在靶标与DEGs进行比较,筛选出两个基因集的交集,并称为差异表达靶标(DE-targets),它们参与了231条途径。 P值最小的231条路径中有10条显示为网络数字。通过对途径和网络的分析,我们发现miR-424-5p和miR-29a可能对肌肉发育具有重要的调节作用,有待进一步研究。这项研究提供了山羊肌肉组织中miRNA的第一个全局视图。我们的结果有助于阐明miRNA和mRNA之间的复杂调控网络,并有助于研究肌肉发育。

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