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QGRS-Conserve: a computational method for discovering evolutionarily conserved G-quadruplex motifs

机译:QGRS-保存:一种发现进化上保守的G-四链体基序的计算方法

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Background Nucleic acids containing guanine tracts can form quadruplex structures via non-Watson-Crick base pairing. Formation of G-quadruplexes is associated with the regulation of important biological functions such as transcription, genetic instability, DNA repair, DNA replication, epigenetic mechanisms, regulation of translation, and alternative splicing. G-quadruplexes play important roles in human diseases and are being considered as targets for a variety of therapies. Identification of functional G-quadruplexes and the study of their overall distribution in genomes and transcriptomes is an important pursuit. Traditional computational methods map sequence motifs capable of forming G-quadruplexes but have difficulty in distinguishing motifs that occur by chance from ones which fold into G-quadruplexes. Results We present Quadruplex forming ‘G’-rich sequences (QGRS)-Conserve, a computational method for calculating motif conservation across exomes and supports filtering to provide researchers with more precise methods of studying G-quadruplex distribution patterns. Our method quantitatively evaluates conservation between quadruplexes found in homologous nucleotide sequences based on several motif structural characteristics. QGRS-Conserve also efficiently manages overlapping G-quadruplex sequences such that the resulting datasets can be analyzed effectively. Conclusions We have applied QGRS-Conserve to identify a large number of G-quadruplex motifs in the human exome conserved across several mammalian and non-mammalian species. We have successfully identified multiple homologs of many previously published G-quadruplexes that play post-transcriptional regulatory roles in human genes. Preliminary large-scale analysis identified many homologous G-quadruplexes in the 5′- and 3′-untranslated regions of mammalian species. An expectedly smaller set of G-quadruplex motifs was found to be conserved across larger phylogenetic distances. QGRS-Conserve provides means to build datasets that can be filtered and categorized in a variety of biological dimensions for more targeted studies in order to better understand the roles that G-quadruplexes play.
机译:背景技术含有鸟嘌呤束的核酸可以通过非Watson-Crick碱基配对形成四链体结构。 G-四链体的形成与重要生物学功能的调控有关,例如转录,遗传不稳定性,DNA修复,DNA复制,表观遗传机制,翻译调控和选择性剪接。 G-四链体在人类疾病中起重要作用,被认为是多种疗法的靶标。鉴定功能性G-四链体及其在基因组和转录组中的整体分布是一项重要的工作。传统的计算方法将能够形成G-四链体的序列基序作图,但是很难区分偶然发生的基序和折叠成G-四链体的基序。结果我们提出了形成“ G”富集序列(QGRS)-保守的四链体,一种计算跨外显子组基序保守性的计算方法,并支持过滤,从而为研究人员提供研究G四链体分布模式的更精确方法。我们的方法基于几个基序结构特征,定量评估同源核苷酸序列中发现的四链体之间的保守性。 QGRS-Conserve还可以有效地管理重叠的G四联体序列,以便可以有效地分析所得数据集。结论我们已经应用QGRS-Conserve在人类外显子组中鉴定出许多G-四链体基序,这些基序跨多个哺乳动物和非哺乳动物物种而被保守。我们已经成功地鉴定了许多先前发表的G-四链体的多个同源物,它们在人类基因中起转录后调控作用。初步的大规模分析确定了哺乳动物物种5'-和3'-非翻译区中的许多同源G-四链体。发现在较大的系统发育距离上,保守的G-四链体基序较小。 QGRS-Conserve提供了构建可以按各种生物学维度进行过滤和分类的数据集的方法,以进行更有针对性的研究,以便更好地了解G-四链体的作用。

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