Keiko University, Graduate School of Media and Governance, Kanagawa, Japan.
BMC Genomics. 2010 Apr 21;11:257. doi: 10.1186/1471-2164-11-257.
Histone modifications play an important role in gene regulation. Acetylation of histone 3 lysine 9 (H3K9ac) is generally associated with transcription initiation and unfolded chromatin, thereby positively influencing gene expression. Deep sequencing of the 5' ends of gene transcripts using DeepCAGE delivers detailed information about the architecture and expression level of gene promoters. The combination of H3K9ac ChIP-chip and DeepCAGE in a myeloid leukemia cell line (THP-1) allowed us to study the spatial distribution of H3K9ac around promoters using a novel clustering approach. The promoter classes were analyzed for association with relevant genomic sequence features.
We performed a clustering of 4,481 promoters according to their surrounding H3K9ac signal and analyzed the clustered promoters for association with different sequence features. The clustering revealed three groups with major H3K9ac signal upstream, centered and downstream of the promoter. Narrow single peak promoters tend to have a concentrated activity of H3K9ac in the upstream region, while broad promoters tend to have a concentrated activity of H3K9ac and RNA polymerase II binding in the centered and downstream regions. A subset of promoters with high gene expression level, compared to subsets with low and medium gene expression, shows dramatic increase in H3K9ac activity in the upstream cluster only; this may indicate that promoters in the centered and downstream clusters are predominantly regulated at post-initiation steps. Furthermore, the upstream cluster is depleted in CpG islands and more likely to regulate un-annotated genes.
Clustering core promoters according to their surrounding acetylation signal is a promising approach for the study of histone modifications. When examining promoters clustered into groups according to their surrounding H3K9 acetylation signal, we find that the relative localization and intensity of H3K9ac is very specific depending on characteristic sequence features of the promoter. Experimental data from DeepCAGE and ChIP-chip experiments using undifferentiated (monocyte) and differentiated (macrophage) THP-1 cells leads us to the same conclusions.
组蛋白修饰在基因调控中起着重要作用。组蛋白 3 赖氨酸 9(H3K9ac)的乙酰化通常与转录起始和展开的染色质相关联,从而正向影响基因表达。使用 DeepCAGE 对基因转录本的 5' 端进行深度测序,可以提供关于基因启动子结构和表达水平的详细信息。在髓样白血病细胞系(THP-1)中,将 H3K9ac ChIP-chip 与 DeepCAGE 相结合,使我们能够使用新的聚类方法研究启动子周围 H3K9ac 的空间分布。对启动子类进行了分析,以研究它们与相关基因组序列特征的关联。
我们根据周围 H3K9ac 信号对 4481 个启动子进行聚类,并对聚类启动子进行分析,以研究它们与不同序列特征的关联。聚类揭示了三个主要组,它们的 H3K9ac 信号在上游、中心和下游启动子处。窄单峰启动子倾向于在上游区域具有集中的 H3K9ac 活性,而宽启动子倾向于在中心和下游区域具有集中的 H3K9ac 和 RNA 聚合酶 II 结合活性。与低和中表达水平的子集相比,高表达水平的子集的一部分启动子仅在上游聚类中显示出 H3K9ac 活性的显著增加;这可能表明中心和下游聚类中的启动子主要在起始后步骤受到调节。此外,上游聚类中 CpG 岛匮乏,更有可能调节未注释的基因。
根据周围乙酰化信号对核心启动子进行聚类是研究组蛋白修饰的一种很有前途的方法。当根据周围 H3K9 乙酰化信号对启动子进行聚类时,我们发现 H3K9ac 的相对定位和强度非常特定,这取决于启动子的特征序列特征。来自 DeepCAGE 和使用未分化(单核细胞)和分化(巨噬细胞)THP-1 细胞的 ChIP-chip 实验的实验数据使我们得出了相同的结论。