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细胞周期相关基因的计算机辅助鉴定:E2F转录因子的新靶点

Computer-assisted identification of cell cycle-related genes: new targets for E2F transcription factors.

作者信息

Kel A E, Kel-Margoulis O V, Farnham P J, Bartley S M, Wingender E, Zhang M Q

机构信息

Institute of Cytology and Genetics, Novosibirsk, Russia.

出版信息

J Mol Biol. 2001 May 25;309(1):99-120. doi: 10.1006/jmbi.2001.4650.

Abstract

The processes that take place during development and differentiation are directed through coordinated regulation of expression of a large number of genes. One such gene regulatory network provides cell cycle control in eukaryotic organisms. In this work, we have studied the structural features of the 5' regulatory regions of cell cycle-related genes. We developed a new method for identifying composite substructures (modules) in regulatory regions of genes consisting of a binding site for a key transcription factor and additional contextual motifs: potential targets for other transcription factors that may synergistically regulate gene transcription. Applying this method to cell cycle-related promoters, we created a program for context-specific identification of binding sites for transcription factors of the E2F family which are key regulators of the cell cycle. We found that E2F composite modules are found at a high frequency and in close proximity to the start of transcription in cell cycle-related promoters in comparison with other promoters. Using this information, we then searched for E2F sites in genomic sequences with the goal of identifying new genes which play important roles in controlling cell proliferation, differentiation and apoptosis. Using a chromatin immunoprecipitation assay, we then experimentally verified the binding of E2F in vivo to the promoters predicted by the computer-assisted methods. Our identification of new E2F target genes provides new insight into gene regulatory networks and provides a framework for continued analysis of the role of contextual promoter features in transcriptional regulation. The tools described are available at http://compel.bionet.nsc.ru/FunSite/SiteScan.html.

摘要

发育和分化过程中发生的各种进程是通过对大量基因表达的协调调控来指导的。这样一个基因调控网络负责真核生物中的细胞周期控制。在这项工作中,我们研究了细胞周期相关基因5'调控区的结构特征。我们开发了一种新方法,用于识别基因调控区中的复合子结构(模块),这些模块由关键转录因子的结合位点和其他上下文基序组成:其他转录因子的潜在靶标,它们可能协同调节基因转录。将此方法应用于细胞周期相关启动子,我们创建了一个程序,用于在上下文特定的情况下识别E2F家族转录因子的结合位点,E2F家族是细胞周期的关键调节因子。我们发现,与其他启动子相比,E2F复合模块在细胞周期相关启动子中出现的频率很高,并且与转录起始点非常接近。利用这些信息,我们随后在基因组序列中搜索E2F位点,目的是识别在控制细胞增殖、分化和凋亡中起重要作用的新基因。然后,我们使用染色质免疫沉淀试验,通过实验验证了E2F在体内与计算机辅助方法预测的启动子的结合。我们对新的E2F靶基因的鉴定为基因调控网络提供了新的见解,并为继续分析上下文启动子特征在转录调控中的作用提供了一个框架。所描述的工具可在http://compel.bionet.nsc.ru/FunSite/SiteScan.html上获取。

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