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  • 标题:Identifying and mapping cell-type-specific chromatin programming of gene expression
  • 本地全文:下载
  • 作者:Troels T. Marstrand ; John D. Storey
  • 期刊名称:Proceedings of the National Academy of Sciences
  • 印刷版ISSN:0027-8424
  • 电子版ISSN:1091-6490
  • 出版年度:2014
  • 卷号:111
  • 期号:6
  • 页码:E645-E654
  • DOI:10.1073/pnas.1312523111
  • 语种:English
  • 出版社:The National Academy of Sciences of the United States of America
  • 摘要:A problem of substantial interest is to systematically map variation in chromatin structure to gene-expression regulation across conditions, environments, or differentiated cell types. We developed and applied a quantitative framework for determining the existence, strength, and type of relationship between high-resolution chromatin structure in terms of DNaseI hypersensitivity and genome-wide gene-expression levels in 20 diverse human cell types. We show that [~]25% of genes show cell-type-specific expression explained by alterations in chromatin structure. We find that distal regions of chromatin structure (e.g., {+/-}200 kb) capture more genes with this relationship than local regions (e.g., {+/-}2.5 kb), yet the local regions show a more pronounced effect. By exploiting variation across cell types, we were capable of pinpointing the most likely hypersensitive sites related to cell-type-specific expression, which we show have a range of contextual uses. This quantitative framework is likely applicable to other settings aimed at relating continuous genomic measurements to gene-expression variation.
  • 关键词:epigenetics ; gene regulation ; computational biology ; association ; encode
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