首页> 美国卫生研究院文献>Nucleic Acids Research >Systematic identification and annotation of human methylation marks based on bisulfite sequencing methylomes reveals distinct roles of cell type-specific hypomethylation in the regulation of cell identity genes
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Systematic identification and annotation of human methylation marks based on bisulfite sequencing methylomes reveals distinct roles of cell type-specific hypomethylation in the regulation of cell identity genes

机译:基于亚硫酸氢盐测序甲基化组的人类甲基化标记的系统识别和注释揭示了细胞类型特异性低甲基化在调节细胞身份基因中的独特作用

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摘要

DNA methylation is a key epigenetic mark that is critical for gene regulation in multicellular eukaryotes. Although various human cell types may have the same genome, these cells have different methylomes. The systematic identification and characterization of methylation marks across cell types are crucial to understand the complex regulatory network for cell fate determination. In this study, we proposed an entropy-based framework termed SMART to integrate the whole genome bisulfite sequencing methylomes across 42 human tissues/cells and identified 757 887 genome segments. Nearly 75% of the segments showed uniform methylation across all cell types. From the remaining 25% of the segments, we identified cell type-specific hypo/hypermethylation marks that were specifically hypo/hypermethylated in a minority of cell types using a statistical approach and presented an atlas of the human methylation marks. Further analysis revealed that the cell type-specific hypomethylation marks were enriched through H3K27ac and transcription factor binding sites in cell type-specific manner. In particular, we observed that the cell type-specific hypomethylation marks are associated with the cell type-specific super-enhancers that drive the expression of cell identity genes. This framework provides a complementary, functional annotation of the human genome and helps to elucidate the critical features and functions of cell type-specific hypomethylation.
机译:DNA甲基化是关键的表观遗传标记,对多细胞真核生物的基因调控至关重要。尽管各种人类细胞类型可能具有相同的基因组,但这些细胞具有不同的甲基化组。跨细胞类型的甲基化标记的系统识别和表征对于了解细胞命运决定的复杂调控网络至关重要。在这项研究中,我们提出了一个称为SMART的基于熵的框架,以整合整个42个人类组织/细胞的全基因组亚硫酸氢盐测序甲基化组,并确定757887个基因组片段。在所有细胞类型中,近75%的片段显示出均匀的甲基化。从剩下的25%的片段中,我们使用统计方法确定了在少数细胞类型中特异性低/高甲基化的细胞类型特异性低/高甲基化标记,并展示了人类甲基化标记图集。进一步的分析表明,通过H3K27ac和转录因子结合位点以细胞类型特异性的方式富集了细胞类型特异性的低甲基化标记。特别地,我们观察到细胞类型特异性的低甲基化标记与驱动细胞同一性基因表达的细胞类型特异性超增强剂相关。该框架提供了人类基因组的互补功能注释,并有助于阐明细胞类型特异性低甲基化的关键特征和功能。

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