Artzi Shay, Kiezun Adam, Shomron Noam
Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA.
BMC Bioinformatics. 2008 Jan 23;9:39. doi: 10.1186/1471-2105-9-39.
MicroRNAs (miRNAs), present in most metazoans, are small non-coding RNAs that control gene expression by negatively regulating translation through binding to the 3'UTR of mRNA transcripts. Previously, experimental and computational methods were used to construct miRNA gene repositories agreeing with careful submission guidelines.
An algorithm we developed - miRNAminer - is used for homologous conserved miRNA gene search in several animal species. Given a search query, candidate homologs from different species are tested for their known miRNA properties, such as secondary structure, energy and alignment and conservation, in order to asses their fidelity. When applying miRNAminer on seven mammalian species we identified several hundreds of high-confidence homologous miRNAs increasing the total collection of (miRbase) miRNAs, in these species, by more than 50%. miRNAminer uses stringent criteria and exhibits high sensitivity and specificity.
We present - miRNAminer - the first web-server for homologous miRNA gene search in animals. miRNAminer can be used to identify conserved homolog miRNA genes and can also be used prior to depositing miRNAs in public databases. miRNAminer is available at http://pag.csail.mit.edu/mirnaminer.
微小RNA(miRNA)存在于大多数后生动物中,是一类小的非编码RNA,通过与mRNA转录本的3'非翻译区(3'UTR)结合来负调控翻译,从而控制基因表达。以前,实验和计算方法被用于构建符合严格提交指南的miRNA基因库。
我们开发的一种算法——miRNAminer,用于在几种动物物种中搜索同源保守的miRNA基因。给定一个搜索查询,会测试来自不同物种的候选同源物的已知miRNA特性,如二级结构、能量、比对和保守性,以评估其可信度。当将miRNAminer应用于七种哺乳动物物种时,我们鉴定出了数百个高可信度的同源miRNA,使这些物种中(miRbase)miRNA的总数量增加了50%以上。miRNAminer使用严格的标准,具有高灵敏度和特异性。
我们展示了——miRNAminer——首个用于动物同源miRNA基因搜索的网络服务器。miRNAminer可用于鉴定保守的同源miRNA基因,也可在将miRNA存入公共数据库之前使用。miRNAminer可在http://pag.csail.mit.edu/mirnaminer获取。