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DNA evolutionary linguistics and RNA structure modeling: a computational approach

机译:DNA进化语言学和RNA结构建模:计算方法

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The authors are concerned with analysing formal linguistic properties of DNA sequences in which a number of the language theoretic analysis on DNA sequences are established by means of computational methods. First, employing a formal language theoretic framework, the authors consider a kind of evolutionary problem of DNA sequences, asking (1) how DNA sequences were initially created and then evolved (grew up) to be a language of certain complexity, and (2) what primitive constructs were minimally required for the process of evolution. In terms of formal linguistic concepts, the authors present several results that provide their views on these questions at a conceptual level. Based on the formal analysis on these biological questions, the authors then choose a certain type of tree generating grammars called tree adjunct grammars (TAG) to attach the problem of modeling the secondary structure of RNA sequences. By proposing an extended model of TAGs, the authors demonstrate the usefulness of the grammars for modeling some typical RNA secondary structures including "pseudoknots", which suggests that TAG families as RNA grammars have a great potential for RNA secondary structure prediction.
机译:作者涉及分析DNA序列的正式语言特性,其中通过计算方法建立了DNA序列的许多语言理论分析。首先,采用正式语言理论框架,作者考虑了一种DNA序列的进化问题,询问(1)如何开始如何创建DNA序列,然后演变(长大)是某种复杂性的语言,(2)进化过程需要哪些原始构造。在正式的语言概念方面,作者提出了几种结果,这些结果在概念层面提供了对这些问题的看法。基于对这些生物学问题的正式分析,作者然后选择某种类型的树生成语法,称为树辅助语法(标签),以附加建模RNA序列的二次结构的问题。通过提出标签的扩展模型,作者证明了语法模拟一些典型的RNA二级结构的有用性,包括“假货”,这表明标签系列作为RNA语法具有巨大的RNA二级结构预测潜力。

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