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The combination of transcriptomics and informatics identifies pathways targeted by miR-204 during neurogenesis and axon guidance

机译:转录组学和信息学的结合可确定miR-204在神经发生和轴突引导过程中靶向的途径

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摘要

Vertebrate organogenesis is critically sensitive to gene dosage and even subtle variations in the expression levels of key genes may result in a variety of tissue anomalies. MicroRNAs (miRNAs) are fundamental regulators of gene expression and their role in vertebrate tissue patterning is just beginning to be elucidated. To gain further insight into this issue, we analysed the transcriptomic consequences of manipulating the expression of miR-204 in the Medaka fish model system. We used RNA-Seq and an innovative bioinformatics approach, which combines conventional differential expression analysis with the behavior expected by miR-204 targets after its overexpression and knockdown. With this approach combined with a correlative analysis of the putative targets, we identified a wider set of miR-204 target genes belonging to different pathways. Together, these approaches confirmed that miR-204 has a key role in eye development and further highlighted its putative function in neural differentiation processes, including axon guidance as supported by in vivo functional studies. Together, our results demonstrate the advantage of integrating next-generation sequencing and bioinformatics approaches to investigate miRNA biology and provide new important information on the role of miRNAs in the control of axon guidance and more broadly in nervous system development
机译:脊椎动物的器官发生对基因剂量极为敏感,甚至关键基因表达水平的细微变化也可能导致多种组织异常。微小RNA(miRNA)是基因表达的基本调节剂,它们在脊椎动物组织模式中的作用才刚刚被阐明。为了进一步了解这个问题,我们分析了在Medaka鱼模型系统中操纵miR-204表达的转录组后果。我们使用RNA-Seq和创新的生物信息学方法,该方法将常规差异表达分析与miR-204目标在其过表达和敲除后所预期的行为结合在一起。通过这种方法与推定靶标的相关分析相结合,我们鉴定了属于不同途径的一组更广泛的miR-204靶标基因。这些方法共同证实了miR-204在眼睛发育中具有关键作用,并进一步强调了其在神经分化过程中的推定功能,包括体内功能研究支持的轴突指导。总之,我们的结果证明了整合下一代测序和生物信息学方法来研究miRNA生物学的优势,并提供了有关miRNA在控制轴突指导以及更广泛地在神经系统发育中的作用的新的重要信息。

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