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An Exploration Into Improving DNA Motif Inference by Looking for Highly Conserved Core Regions

机译:通过寻找高度保守的核心区域探索DNA基序推断的探索

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摘要

Although most verified functional elements in noncoding DNA contain a highly conserved core region, this concept is not generally incorporated into de novo motif inference systems. In this work, we explore the utility of adding the notion of conserved core regions into a comparative genomics approach for the search for putative functional elements in noncoding DNA. By modifying the scoring function for GAMI, Genetic Algorithms for Motif Inference, we investigate tradeoffs between the strength of conservation of the full motif vs. the strength of conservation of a core region. This work illustrates that incorporating information about the structure of transcription factor binding sites can be helpful in identifying biologically functional elements.
机译:尽管在非编码DNA中大多数经过验证的功能元件都包含高度保守的核心区域,但通常不会将此概念整合到从头基序推理系统中。在这项工作中,我们探索了将保守核心区域的概念添加到比较基因组学方法中以寻找非编码DNA中假定的功能元件的实用性。通过修改GAMI的计分功能,即“母题推论的遗传算法”,我们研究了完整基序的保守强度与核心区域的保守强度之间的权衡。这项工作表明,纳入有关转录因子结合位点结构的信息可能有助于鉴定生物学功能元件。

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