首页> 外文期刊>The journal of microbiology >rRNASelector: A computer program for selecting ribosomal RNA encoding sequences from metagenomic and metatranscriptomic shotgun libraries
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rRNASelector: A computer program for selecting ribosomal RNA encoding sequences from metagenomic and metatranscriptomic shotgun libraries

机译:rRNASelector:一种用于从宏基因组和超转录组shot弹枪文库中选择核糖体RNA编码序列的计算机程序

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摘要

Metagenomic and metatranscriptomic shotgun sequencing techniques are gaining popularity as more cost-effective next-generation sequencing technologies become commercially available. The initial stage of bioinfor-matic analysis generally involves the identification of phylogenetic markers such as ribosomal RNA genes. The sequencing reads that do not code for rRNA can then be used for protein-based analysis. Hidden Markov model is a well-known method for pattern recognition. Hidden Markov models that are trained on well-curated rRNA sequence databases have been successfully used to identify DNA sequence coding for rRNAs in pro-karyotes. Here, we introduce rRNASelector, which is a computer program for selecting rRNA genes from massive metagenomic and metatranscriptomic sequences using hidden Markov models. The program successfully identified prokaryotic 5S, 26S, and 23S rRNA genes from Roche 454 FLX Titanium-based metagenomic and metatranscriptomic libraries. The rRNASelector program is available at http://sw.ezbiocloud.net/rrnaselector.
机译:随着更具成本效益的下一代测序技术的商业化,元基因组学和转录组学shot弹枪测序技术越来越受欢迎。生物信息学分析的初始阶段通常涉及鉴定系统发育标记,例如核糖体RNA基因。不编码rRNA的测序读段可用于基于蛋白质的分析。隐马尔可夫模型是一种众所周知的模式识别方法。在精心策划的rRNA序列数据库上训练的隐马尔可夫模型已成功用于鉴定原核生物中编码rRNA的DNA序列。在这里,我们介绍rRNASelector,这是一个计算机程序,可以使用隐藏的马尔可夫模型从大量的宏基因组和元转录组序列中选择rRNA基因。该程序成功地从基于Roche 454 FLX Titanium的宏基因组学和元转录组学文库中鉴定了5S,26S和23S rRNA基因原核。 rRNASelector程序可从http://sw.ezbiocloud.net/rrnaselector获得。

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