Identification of Potential E2F Target Genes Through cis-regulatory Modules Derived From Chromatin Immunoprecipitation Microarray Data

Wen-Shyong Tzou
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引用次数: 1

Abstract

In the postgenome era, employment of high-throughput data via the integrated use of resources from various domains will lead to the generation of new knowledge and testable hypothesis. In this bioinformatic research, we utilized published chromatin immunoprecipitation microarray (ChIP-chip) results for the promoter binding by E2F1 or E2F4 proteins observed in the primary human WI-38 cells to infer the potential transcription factor binding sites (TFBS). We have compiled “gene vs. motif” and “motif vs. gene” tables from more than 2,700,000 computational predicted transcriptional regulatory motifs representing the regulatory potential for 230 transcription factors families within the proximal promoter sequence (1,200 nucleotides) of human genome. From this approach, for the first time, the transcription of 23 genes is predicted to be under the control of a cis-regulatory module containing four TFBS motifs (CREB, E2F, NF-Y and Nrf-1).

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利用染色质免疫沉淀微阵列数据衍生的顺式调控模块鉴定潜在的E2F靶基因
在后基因组时代,通过综合利用各个领域的资源来利用高通量数据,将产生新的知识和可检验的假设。在这项生物信息学研究中,我们利用已发表的染色质免疫沉淀微阵列(ChIP-chip)研究结果,在原代人WI-38细胞中观察到E2F1或E2F4蛋白结合启动子,推断潜在的转录因子结合位点(TFBS)。我们编制了“基因与基序”和“基序与基因”表,这些表来自超过2,700,000个计算预测的转录调控基序,代表了人类基因组近端启动子序列(1,200个核苷酸)中230个转录因子家族的调控潜力。通过这种方法,首次预测了23个基因的转录受到包含四个TFBS基序(CREB, E2F, NF-Y和Nrf-1)的顺式调控模块的控制。
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