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Computational Challenges in miRNA Target Predictions: To Be or Not to Be a True Target?

机译:miRNA目标预测中的计算挑战:要成为或不成为真正的目标?

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摘要

All microRNA (miRNA) target—finder algorithms return lists of candidate target genes. How valid is that output in a biological setting? Transcriptome analysis has proven to be a useful approach to determine mRNA targets. Time course mRNA microarray experiments may reliably identify downregulated genes in response to overexpression of specific miRNA. The approach may miss some miRNA targets that are principally downregulated at the protein level. However, the high-throughput capacity of the assay makes it an effective tool to rapidly identify a large number of promising miRNA targets. Finally, loss and gain of function miRNA genetics have the clear potential of being critical in evaluating the biological relevance of thousands of target genes predicted by bioinformatic studies and to test the degree to which miRNA-mediated regulation of any “validated” target functionally matters to the animal or plant.
机译:所有microRNA(miRNA)靶标-查找程序算法都会返回候选靶标基因的列表。该输出在生物学环境中的有效性如何?转录组分析已被证明是确定mRNA靶标的有用方法。时程mRNA微阵列实验可以可靠地识别下调的基因,以响应特定miRNA的过表达。该方法可能会错过一些主要在蛋白质水平下调的miRNA靶标。然而,该测定法的高通量能力使其成为快速鉴定大量有希望的miRNA靶标的有效工具。最后,功能丧失和获得的miRNA遗传学具有明显的潜力,对于评估由生物信息学研究预测的成千上万个靶基因的生物学相关性以及测试miRNA介导的对任何“经过验证的”靶标功能的调控在何种程度上起着至关重要的作用。动物或植物。

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