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Studies on human chromatin using high-throughput DNaseI sequencing.

机译:使用高通量DNaseI测序研究人类染色质。

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摘要

Cis-elements govern the key step of transcription to regulate gene expression within a cell. Identification of utilized elements within a particular cell line will help further our understanding of individual and cumulative effects of trans-acting factors. These elements can be identified through an assay leveraging the ability of DNaseI to cut DNA that is in an open and accessible state making it hypersensitive to cleavage. Here we develop and explore computational techniques to measure open chromatin from sequencing and microarray data. We are able to identify 94,925 DNaseI hypersensitive sites genome-wide in CD4+ T cells. Interestingly, only 16%-20% of these sites were found in promoters. We also show that these regions are associated with different chromatin modifications. We found that DNaseI data can also be used to identify precise 'footprints' indicating protein-DNA interaction sites. Footprints for specific transcription factors correlate well with ChIP-seq enrichment, reveal distinct conservation patters, and reveal a cell-type specific arrangement of transcriptional regulation. These footprints can be used in addition to or in lieu of ChIP-seq data to better understand genomic regulatory systems.
机译:顺式元件控制着转录的关键步骤,以调节细胞内的基因表达。特定细胞系中利用元素的鉴定将有助于我们进一步了解反式作用因子的个体和累积作用。这些元素可以通过利用DNaseI切割处于开放和可访问状态的DNA使其切割敏感的能力的分析方法进行鉴定。在这里,我们开发并探索了从测序和微阵列数据中测量开放染色质的计算技术。我们能够鉴定出CD4 + T细胞全基因组中94,925个DNaseI超敏位点。有趣的是,在启动子中仅发现这些位点的16%-20%。我们还显示这些区域与不同的染色质修饰相关。我们发现DNaseI数据还可用于识别表明蛋白质-DNA相互作用位点的精确“足迹”。特定转录因子的足迹与ChIP-seq富集相关性很好,揭示了不同的保守模式,并揭示了转录调控的细胞类型特异性排列。这些足迹可以作为ChIP-seq数据的补充或替代,以更好地了解基因组调控系统。

著录项

  • 作者

    Boyle, Alan P.;

  • 作者单位

    Duke University.;

  • 授予单位 Duke University.;
  • 学科 Biology Molecular.;Biology Bioinformatics.
  • 学位 Ph.D.
  • 年度 2009
  • 页码 130 p.
  • 总页数 130
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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