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CID-miRNA: a web server for prediction of novel miRNA precursors in human genome.

机译:CID-miRNA:用于预测人类基因组中新型miRNA前体的Web服务器。

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摘要

microRNAs (miRNA) are a class of non-protein coding functional RNAs that are thought to regulate expression of target genes by direct interaction with mRNAs. miRNAs have been identified through both experimental and computational methods in a variety of eukaryotic organisms. Though these approaches have been partially successful, there is a need to develop more tools for detection of these RNAs as they are also thought to be present in abundance in many genomes. In this report we describe a tool and a web server, named CID-miRNA, for identification of miRNA precursors in a given DNA sequence, utilising secondary structure-based filtering systems and an algorithm based on stochastic context free grammar trained on human miRNAs. CID-miRNA analyses a given sequence using a web interface, for presence of putative miRNA precursors and the generated output lists all the potential regions that can form miRNA-like structures. It can also scan large genomic sequences for the presence of potential miRNA precursors in its stand-alone form. The web server can be accessed at http://mirna.jnu.ac.in/cidmirna/.
机译:microRNA(miRNA)是一类非蛋白质编码功能性RNA,被认为通过与mRNA的直接相互作用来调节靶基因的表达。已经通过实验和计算方法在多种真核生物中鉴定了miRNA。尽管这些方法已经部分成功,但是仍需要开发更多的工具来检测这些RNA,因为人们认为它们在许多基因组中也大量存在。在此报告中,我们描述了一种工具和一个网络服务器,称为CID-miRNA,用于识别给定DNA序列中的miRNA前体,利用基于二级结构的过滤系统和基于在人类miRNA上训练的随机上下文无关文法的算法。 CID-miRNA使用网络界面分析给定的序列,以查找假定的miRNA前体,并且生成的输出列出可以形成miRNA样结构的所有潜在区域。它也可以扫描大的基因组序列,寻找独立形式的潜在miRNA前体的存在。可以从http://mirna.jnu.ac.in/cidmirna/访问Web服务器。

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