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Detecting non-coding selective pressure in coding regions

机译:检测编码区域中的非编码选择压力

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BackgroundComparative genomics approaches, where orthologous DNA regions are compared and inter-species conserved regions are identified, have proven extremely powerful for identifying non-coding regulatory regions located in intergenic or intronic regions. However, non-coding functional elements can also be located within coding region, as is common for exonic splicing enhancers, some transcription factor binding sites, and RNA secondary structure elements affecting mRNA stability, localization, or translation. Since these functional elements are located in regions that are themselves highly conserved because they are coding for a protein, they generally escaped detection by comparative genomics approaches.ResultsWe introduce a comparative genomics approach for detecting non-coding functional elements located within coding regions. Codon evolution is modeled as a mixture of codon substitution models, where each component of the mixture describes the evolution of codons under a specific type of coding selective pressure. We show how to compute the posterior distribution of the entropy and parsimony scores under this null model of codon evolution. The method is applied to a set of growth hormone 1 orthologous mRNA sequences and a known exonic splicing elements is detected. The analysis of a set of CORTBP2 orthologous genes reveals a region of several hundred base pairs under strong non-coding selective pressure whose function remains unknown.ConclusionNon-coding functional elements, in particular those involved in post-transcriptional regulation, are likely to be much more prevalent than is currently known. With the numerous genome sequencing projects underway, comparative genomics approaches like that proposed here are likely to become increasingly powerful at detecting such elements.
机译:背景技术比较基因组学方法可比较直系同源的DNA区域并鉴定种间保守区,已被证明对鉴定位于基因间或内含子区域的非编码调控区极为有效。但是,非编码功能元件也可以位于编码区域内,这对于外显子剪接增强子,某些转录因子结合位点以及影响mRNA稳定性,定位或翻译的RNA二级结构元件很常见。由于这些功能元件位于自身高度保守的区域中,因为它们编码蛋白质,因此通常无法通过比较基因组学方法进行检测。结果我们引入了一种比较基因组学方法,用于检测位于编码区内的非编码功能元件。密码子进化被建模为密码子替代模型的混合物,其中混合物的每个成分描述了在特定类型的编码选择压力下密码子的进化。我们展示了如何在这种密码子进化的无效模型下计算熵和简约分数的后验分布。将该方法应用于一组生长激素1直系同源mRNA序列,并检测到已知的外显子剪接元件。对一组CORTBP2直系同源基因的分析揭示了在强大的非编码选择压力下数百个碱基对的区域,其功能仍然未知。结论非编码功能元件,特别是参与转录后调控的功能元件可能很多比目前已知的更为普遍。随着众多的基因组测序项目的进行,像这里提出的比较基因组学方法在检测此类元素方面可能会变得越来越强大。

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