Su Naifang, Wang Yufu, Qian Minping, Deng Minghua
LMAM, School of Mathematical Sciences, Peking University, Beijing 100871, China.
BMC Syst Biol. 2010 Nov 8;4:150. doi: 10.1186/1752-0509-4-150.
Gene regulation is a key factor in gaining a full understanding of molecular biology. Cis-regulatory modules (CRMs), consisting of multiple transcription factor binding sites, have been confirmed as the main regulators in gene expression. In recent years, a novel regulator known as microRNA (miRNA) has been found to play an important role in gene regulation. Meanwhile, transcription factor and microRNA co-regulation has been widely identified. Thus, the relationships between CRMs and microRNAs have generated interest among biologists.
We constructed new combinatorial regulatory modules based on CRMs and miRNAs. By analyzing their effect on gene expression profiles, we found that genes targeted by both CRMs and miRNAs express in a significantly similar way. Furthermore, we constructed a regulatory network composed of CRMs, miRNAs, and their target genes. Investigating its structure, we found that the feed forward loop is a significant network motif, which plays an important role in gene regulation. In addition, we further analyzed the effect of miRNAs in embryonic cells, and we found that mir-154, as well as some other miRNAs, have significant co-regulation effect with CRMs in embryonic development.
Based on the co-regulation of CRMs and miRNAs, we constructed a novel combinatorial regulatory network which was found to play an important role in gene regulation, particularly during embryonic development.
基因调控是全面理解分子生物学的关键因素。由多个转录因子结合位点组成的顺式调控模块(CRM)已被确认为基因表达的主要调节因子。近年来,一种名为微小RNA(miRNA)的新型调节因子被发现在基因调控中发挥重要作用。与此同时,转录因子和微小RNA的共同调控已被广泛确认。因此,CRM与微小RNA之间的关系引起了生物学家的兴趣。
我们基于CRM和miRNA构建了新的组合调控模块。通过分析它们对基因表达谱的影响,我们发现同时被CRM和miRNA靶向的基因以显著相似的方式表达。此外,我们构建了一个由CRM、miRNA及其靶基因组成的调控网络。研究其结构时,我们发现前馈环是一个重要的网络基序,在基因调控中起重要作用。此外,我们进一步分析了miRNA在胚胎细胞中的作用,发现mir-154以及其他一些miRNA在胚胎发育中与CRM具有显著的共同调控作用。
基于CRM和miRNA的共同调控,我们构建了一个新型的组合调控网络,发现其在基因调控中,特别是在胚胎发育过程中发挥重要作用。