Sinha Saurabh, Adler Adam S, Field Yair, Chang Howard Y, Segal Eran
Department of Computer Science, University of Illinois Urbana-Champaign, Urbana, Illinois 61801, USA.
Genome Res. 2008 Mar;18(3):477-88. doi: 10.1101/gr.6828808. Epub 2008 Feb 6.
A large number of cis-regulatory motifs involved in transcriptional control have been identified, but the regulatory context and biological processes in which many of them function are unknown. Here, we computationally identify the sets of human core promoters targeted by motifs, and systematically characterize their function by using a robust gene-set-based approach and diverse sources of biological data. We find that the target sets of most motifs contain both genes with similar function and genes that are coregulated in vivo, thereby suggesting both the biological process regulated by the motifs and the conditions in which this regulation may occur. Our analysis also identifies many motifs whose target sets are predicted to be regulated by a common microRNA, suggesting a connection between transcriptional and post-transcriptional control processes. Finally, we predict novel roles for uncharacterized motifs in the regulation of specific biological processes and certain types of human cancer, and experimentally validate four such predictions, suggesting regulatory roles for four uncharacterized motifs in cell cycle progression. Our analysis thus provides a concrete framework for uncovering the biological function of cis-regulatory motifs genome wide.
人们已经鉴定出大量参与转录调控的顺式调控基序,但其中许多基序发挥作用的调控背景和生物学过程仍不清楚。在此,我们通过计算确定了由基序靶向的人类核心启动子集合,并使用基于基因集的稳健方法和多种生物学数据来源系统地表征了它们的功能。我们发现,大多数基序的靶标集既包含功能相似的基因,也包含在体内共调控的基因,从而提示了由这些基序调控的生物学过程以及这种调控可能发生的条件。我们的分析还鉴定出许多基序,其靶标集预计受共同的微小RNA调控,这表明转录和转录后控制过程之间存在联系。最后,我们预测了未表征基序在特定生物学过程和某些类型人类癌症调控中的新作用,并通过实验验证了其中四个预测,提示了四个未表征基序在细胞周期进程中的调控作用。因此,我们的分析为在全基因组范围内揭示顺式调控基序的生物学功能提供了一个具体框架。