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启动子建模:哺乳动物组蛋白启动子的案例研究

Promoter modeling: the case study of mammalian histone promoters.

作者信息

Chowdhary Rajesh, Ali R Ayesha, Albig Werner, Doenecke Detlef, Bajic Vladimir B

机构信息

Knowledge Extraction Lab, Institute for Infocomm Research, 21 Heng Mui Keng Terrace, Singapore 119613.

出版信息

Bioinformatics. 2005 Jun 1;21(11):2623-8. doi: 10.1093/bioinformatics/bti387. Epub 2005 Mar 15.

Abstract

MOTIVATION

Histone proteins play important roles in chromosomal functions. They are significantly evolutionarily conserved across species, which suggests similarity in their transcription regulation. The abundance of experimental data on histone promoters provides an excellent background for the evaluation of computational methods. Our study addresses the issue of how well computational analysis can contribute to unveiling the biologically relevant content of promoter regions for a large number of mammalian histone genes taken across several species, and suggests the consensus promoter models of different histone groups.

RESULTS

This is the first study to unveil the detailed promoter structures of all five mammalian histone groups and their subgroups. This is also the most comprehensive computational analysis of histone promoters performed to date. The most exciting fact is that the results correlate very well with the biologically known facts and experimental data. Our analysis convincingly demonstrates that computational approach can significantly contribute to elucidation of promoter content (identification of biologically relevant signals) complementing tedious wet-lab experiments. We believe that this type of analysis can be easily applied to other functional gene classes, thus providing a general framework for modelling promoter groups. These results also provide the basis to hunt for genes co-regulated with histone genes across mammalian genomes.

摘要

动机

组蛋白在染色体功能中发挥着重要作用。它们在物种间具有显著的进化保守性,这表明其转录调控具有相似性。关于组蛋白启动子的大量实验数据为评估计算方法提供了绝佳背景。我们的研究探讨了计算分析在揭示跨多个物种的大量哺乳动物组蛋白基因启动子区域的生物学相关内容方面能有多大贡献的问题,并提出了不同组蛋白组的共有启动子模型。

结果

这是第一项揭示所有五个哺乳动物组蛋白组及其亚组详细启动子结构的研究。这也是迄今为止对组蛋白启动子进行的最全面的计算分析。最令人兴奋的是,结果与生物学已知事实和实验数据高度相关。我们的分析令人信服地表明,计算方法可以显著有助于阐明启动子内容(识别生物学相关信号),从而补充繁琐的湿实验室实验。我们相信这种类型的分析可以很容易地应用于其他功能基因类别,从而为启动子组建模提供一个通用框架。这些结果也为在哺乳动物基因组中寻找与组蛋白基因共同调控的基因提供了基础。

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