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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:基于亚硫酸亚硫酸氢盐测序的人甲基化标记的系统鉴定和注释揭示了细胞类型特异性低甲基化在细胞同一性基因调节中的明显作用

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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甲基化是一种关键的表观遗传标记,对于多细胞真核生物中的基因调节至关重要。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μ。跨细胞类型的甲基化标记的系统鉴定和表征对于了解细胞命运测定的复杂调节网络至关重要。在这项研究中,我们提出了一种基于熵的框架,使智能达到智能,以整合到42例人组织/细胞的整个基因组亚硫酸氢盐测序甲基胚囊,并鉴定了757个887个基因组区段。近75%的段显示出所有细胞类型的均匀甲基化。从剩余的25%的段中,我们使用统计方法鉴定了细胞类型特异性的Hypo /高甲基化标记,其在少数细胞类型中特别是诸如细胞类型中的少量/高甲基化物,并呈现了人甲基化标记的图谱。进一步的分析表明,细胞类型特异性低甲基化标记以细胞类型特异性方式富含H3K27AC和转录因子结合位点。特别地,我们观察到细胞类型特异性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,功能诠释,有助于阐明细胞类型特异性低甲基化的关键特征和功能。

著录项

  • 来源
    《Nucleic Acids Research》 |2016年第1期|共20页
  • 作者单位

    Harbin Med Univ Coll Bioinformat Sci &

    Technol Harbin 150081 Peoples R China;

    Harbin Med Univ Dept Rehabil Affiliated Hosp 1 Harbin 150001 Peoples R China;

    Harbin Med Univ Coll Bioinformat Sci &

    Technol Harbin 150081 Peoples R China;

    Harbin Inst Technol Sch Life Sci &

    Technol State Key Lab Urban Water Resource &

    Environm Harbin 150001 Peoples R China;

    Harbin Med Univ Coll Bioinformat Sci &

    Technol Harbin 150081 Peoples R China;

    Harbin Med Univ Coll Bioinformat Sci &

    Technol Harbin 150081 Peoples R China;

    Harbin Med Univ Coll Bioinformat Sci &

    Technol Harbin 150081 Peoples R China;

    Harbin Med Univ Coll Bioinformat Sci &

    Technol Harbin 150081 Peoples R China;

    Harbin Med Univ Coll Bioinformat Sci &

    Technol Harbin 150081 Peoples R China;

    Harbin Med Univ Coll Bioinformat Sci &

    Technol Harbin 150081 Peoples R China;

    Harbin Inst Technol Sch Life Sci &

    Technol State Key Lab Urban Water Resource &

    Environm Harbin 150001 Peoples R China;

    Harbin Med Univ Coll Bioinformat Sci &

    Technol Harbin 150081 Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 生物化学;
  • 关键词

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