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QGRS-Conserve:一种用于发现进化上保守的 G-四链体基序的计算方法。

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

机构信息

Department of Computer Science, Ramapo College of New Jersey, 505 Ramapo Valley Road, Mahwah, NJ 08807, USA.

出版信息

Hum Genomics. 2014 May 1;8(1):8. doi: 10.1186/1479-7364-8-8.

Abstract

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.

摘要

背景

含有鸟嘌呤链段的核酸可以通过非 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等重要生物学功能的调节有关。G-四链体在人类疾病中起着重要作用,并且正在被考虑作为各种治疗方法的靶点。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个重要的研究方向。传统的计算方法可以识别能够形成 G-四链体的序列基序,但难以区分随机出现的基序和折叠成 G-四链体的基序。

结果

我们提出了 Quadruplex forming 'G'-rich sequences (QGRS)-Conserve,这是一种计算外显子中基序保守性的计算方法,并支持过滤,为研究人员提供更精确的研究 G-四链体分布模式的方法。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-四链体序列,以便有效地分析生成的数据集。

结论

我们已经应用 QGRS-Conserve 来识别人类外显子中大量在几种哺乳动物和非哺乳动物物种中保守的 G-四链体基序。我们已经成功地鉴定了许多以前发表的 G-四链体的同源物,这些基序在人类基因中发挥着转录后调控作用。初步的大规模分析在哺乳动物的 5'-和 3'-非翻译区中发现了许多同源的 G-四链体。在更大的系统发生距离上保守的 G-四链体基序数量较少。QGRS-Conserve 提供了一种方法,可以构建可以在各种生物学维度上进行过滤和分类的数据集,以便更有针对性地进行研究,从而更好地理解 G-四链体的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1f0c/4017754/8d83a3186ea7/1479-7364-8-8-1.jpg

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