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Transcriptome and targetome analysis in MIR155 expressing cells using RNA-seq

机译:使用RNA序列在MIR155表达细胞中进行转录组和靶组分析

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摘要

Previous studies have demonstrated the utility of microarray expression analysis to identify potential microRNA targets. Nevertheless, technical limitations intrinsic to this platform constrain its ability to fully exploit the potential of assessing transcript level changes to explore microRNA targetomes. High-throughput multiplexed Illumina-based next-generation sequencing (NGS) provides a digital readout of absolute transcript levels and imparts a higher level of accuracy and dynamic range than microarray platforms. We used Illumina NGS to analyze transcriptome changes induced by the human microRNA MIR155. This analysis resulted in a larger inferred targetome than similar studies carried out using microarray platforms. A comparison with 3′ UTR reporter data demonstrated general concordance between NGS and corresponding 3′ UTR reporter results. Nonharmonious results were investigated more deeply using transcript structure information assembled from the NGS data. This analysis revealed that transcript structure plays a substantial role in mitigated targeting and in frank targeting failures. With its high level of accuracy, its broad dynamic range, its utility in assessing transcript structure, and its capacity to accurately interrogate global direct and indirect transcriptome changes, NGS is a useful tool for investigating the biology and mechanisms of action of microRNAs.
机译:先前的研究表明,微阵列表达分析可用于识别潜在的microRNA靶标。尽管如此,该平台固有的技术局限性限制了其充分利用评估转录水平变化潜力来探索microRNA靶基因组的能力。高通量的基于Illumina的多路复用下一代测序(NGS)提供了绝对转录水平的数字读数,并提供了比微阵列平台更高的准确性和动态范围。我们使用Illumina NGS分析了人类microRNA MIR155诱导的转录组变化。与使用微阵列平台进行的类似研究相比,这种分析导致了更大的推断靶基因组。与3'UTR报告基因数据的比较表明,NGS与相应的3'UTR报告基因结果基本一致。使用从NGS数据中收集的转录本结构信息,可以更深入地研究非和谐结果。该分析表明,转录本结构在减轻靶向性和坦率靶向失败中起着重要作用。 NGS具有很高的准确性,广泛的动态范围,在评估转录本结构中的实用性以及准确询问全局直接和间接转录组变化的能力,是研究microRNA生物学和作用机制的有用工具。

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