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miRNAMap: genomic maps of microRNA genes and their target genes in mammalian genomes

机译:miRNAMap:哺乳动物基因组中微小RNA基因及其靶标基因的基因组图

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摘要

Recent work has demonstrated that microRNAs (miRNAs) are involved in critical biological processes by suppressing the translation of coding genes. This work develops an integrated database, miRNAMap, to store the known miRNA genes, the putative miRNA genes, the known miRNA targets and the putative miRNA targets. The known miRNA genes in four mammalian genomes such as human, mouse, rat and dog are obtained from miRBase, and experimentally validated miRNA targets are identified in a survey of the literature. Putative miRNA precursors were identified by RNAz, which is a non-coding RNA prediction tool based on comparative sequence analysis. The mature miRNA of the putative miRNA genes is accurately determined using a machine learning approach, mmiRNA. Then, miRanda was applied to predict the miRNA targets within the conserved regions in 3′-UTR of the genes in the four mammalian genomes. The miRNAMap also provides the expression profiles of the known miRNAs, cross-species comparisons, gene annotations and cross-links to other biological databases. Both textual and graphical web interface are provided to facilitate the retrieval of data from the miRNAMap. The database is freely available at .
机译:最近的研究表明,微小RNA(miRNA)通过抑制编码基因的翻译而参与了关键的生物学过程。这项工作开发了一个集成的数据库miRNAMap,用于存储已知的miRNA基因,推定的miRNA基因,已知的miRNA靶标和推定的miRNA靶标。从miRBase获得了四个哺乳动物基因组(例如人,小鼠,大鼠和狗)中的已知miRNA基因,并在文献调查中确定了经过实验验证的miRNA靶标。推测的miRNA前体通过RNAz鉴定,RNAz是基于比较序列分析的非编码RNA预测工具。使用机器学习方法mmiRNA可以准确确定推定的miRNA基因的成熟miRNA。然后,将miRanda应用于预测四个哺乳动物基因组中基因3'-UTR保守区域内的miRNA靶标。 miRNAMap还提供了已知miRNA的表达谱,种间比较,基因注释和与其他生物学数据库的交叉链接。提供了文本和图形Web界面,以方便从miRNAMap检索数据。该数据库可从以下网站免费获得。

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