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Patterns of flanking sequence conservation and a characteristic upstream motif for microRNA gene identification

机译:侧翼序列保守的模式和microRNA基因鉴定的特征性上游基序

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摘要

MicroRNAs are ~22-nucleotide (nt) RNAs processed from foldback segments of endogenous transcripts. Some are known to play important gene regulatory roles during animal and plant development by pairing to the messages of protein-coding genes to direct the post-transcriptional repression of these messages. Previously, we developed a computational method called MiRscan, which scores features related to the foldbacks, and used this algorithm to identify new miRNA genes in the nematode Caenorhabditis elegans. In the present study, to identify sequences that might be involved in processing or transcriptional regulation of miRNAs, we aligned sequences upstream and downstream of orthologous nematode miRNA foldbacks. These alignments showed a pronounced peak in sequence conservation about 200 bp upstream of the miRNA foldback and revealed a highly significant sequence motif, with consensus CTCCGCCC, that is present upstream of almost all independently transcribed nematode miRNA genes. Scoring the pattern of upstream/downstream conservation, the occurrence of this sequence motif, and orthology of host genes for intronic miRNA candidates, yielded substantial improvements in the accuracy of MiRscan. Nine new C. elegans miRNA gene candidates were validated using a PCR-sequencing protocol. As previously seen for bacterial RNA genes, sequence features outside of the RNA secondary structure can therefore be very useful for the computational identification of eukaryotic noncoding RNA genes. The total number of confidently identified nematode miRNAs now approaches 100. The improved analysis supports our previous assertion that miRNA gene identification is nearing completion in C. elegans with apparently no more than 20 miRNA genes now remaining to be identified.
机译:MicroRNA是从内源转录物的折返部分加工而成的〜22个核苷酸(nt)RNA。通过与蛋白质编码基因的信息配对以指导这些信息的转录后抑制,某些蛋白在动植物发育过程中起着重要的基因调节作用。以前,我们开发了一种称为MiRscan的计算方法,该方法对与折返相关的特征进行评分,并使用此算法在线虫秀丽隐杆线虫中识别新的miRNA基因。在本研究中,为了鉴定可能参与miRNA的加工或转录调控的序列,我们对直系同源线虫miRNA折叠的上游和下游序列进行了比对。这些比对显示在miRNA折返上游约200 bp处的序列保守性的显着峰,并显示出高度显着的序列基序,共有CTCCGCCC,存在于几乎所有独立转录的线虫miRNA基因的上游。计分上游/下游保守的模式,该序列基序的出现以及内含子miRNA候选物的宿主基因的直系同源性,在MiRscan的准确性方面产生了实质性的改善。使用PCR测序方案验证了九种新秀丽隐杆线虫miRNA基因候选物。如先前对于细菌RNA基因所见,RNA二级结构之外的序列特征因此对于真核非编码RNA基因的计算鉴定非常有用。目前,可靠地鉴定出的线虫miRNA总数已接近100个。经过改进的分析支持了我们先前的主张:秀丽隐杆线虫中的miRNA基因鉴定已接近完成,目前尚待鉴定的miRNA基因显然不超过20个。

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