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Comprehensive discovery of structured noncoding RNAs from Individual bacterial genomes

机译:从单个细菌基因组全面发现结构化非编码RNA

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摘要

Structured noncoding RNAs (ncRNAs) play crucial roles in many biological processes including gene regulation, signaling, RNA processing, and protein synthesis. A subset of structured RNAs are cis-regulatory, metabolite-binding RNAs called riboswitches. The discovery and validation of riboswitches has enabled us to understand many biological processes, including the identification of genes involved in fluoride toxicity mitigation and the super-regulon of genes controlled by the newly found bacterial second messenger c-AMP-GMP. New projections suggest that there are thousands of ncRNAs yet to be discovered, but most of these ncRNA classes are exceedingly rare. Given the rarity of these RNAs, current bioinformatics search techniques are reaching their limit for differentiating between true riboswitch candidates and false positives. I present a computational search pipeline that can efficiently identify intergenic regions likely to encode structured RNAs. This approach can be applied to nearly every fully sequenced bacterial or archaeal genome. Application of the present method to five genomes led to the discovery of 73 novel structured RNAs, including a novel riboswitch candidate involved in the regulation of thiazole biosynthesis. Findings also included 16 novel short open reading frames, and 8 unannotated known ncRNAs. Analysis of other genomes will undoubtedly lead to the discovery of additional novel candidate structured RNAs, and provide insight into the scope of riboswitches and other structured ncRNAs remaining to be discovered in bacteria and archaea.
机译:结构化非编码RNA(ncRNA)在许多生物学过程中都起着至关重要的作用,包括基因调控,信号传导,RNA加工和蛋白质合成。结构化RNA的一个子集是称为核糖开关的顺式调节代谢物结合RNA。核糖开关的发现和验证使我们能够理解许多生物学过程,包括鉴定与减轻氟化物毒性有关的基因以及由新发现的细菌第二信使c-AMP-GMP控制的基因的超级调节子。新的预测表明,尚有数千种ncRNA尚待发现,但其中大多数ncRNA类极为罕见。考虑到这些RNA的稀有性,当前的生物信息学搜索技术正达到其区分真核糖候选物和假阳性的极限。我提出了一种计算搜索管道,可以有效地识别可能编码结构化RNA的基因间区域。这种方法可以应用于几乎每个完全测序的细菌或古细菌基因组。本方法对五个基因组的应用导致发现73种新型结构化RNA,包括参与噻唑生物合成调控的新型核糖开关候选物。研究结果还包括16个新颖的短开放阅读框和8个未注释的已知ncRNA。对其他基因组的分析无疑会导致发现其他新的候选结构化RNA,并提供对细菌和古细菌中仍待发现的核糖开关和其他结构化ncRNA范围的了解。

著录项

  • 作者

    Stav, Shira.;

  • 作者单位

    Yale University.;

  • 授予单位 Yale University.;
  • 学科 Molecular biology.;Bioinformatics.;Biochemistry.
  • 学位 Ph.D.
  • 年度 2017
  • 页码 276 p.
  • 总页数 276
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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