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Reciprocal insulation analysis of Hi-C data shows that TADs represent a functionally but not structurally privileged scale in the hierarchical folding of chromosomes

机译:Hi-C数据的相互绝缘分析表明TAD在染色体的层次折叠中代表了功能上但不是结构上特权的范围

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摘要

Understanding how regulatory sequences interact in the context of chromosomal architecture is a central challenge in biology. Chromosome conformation capture revealed that mammalian chromosomes possess a rich hierarchy of structural layers, from multi-megabase compartments to sub-megabase topologically associating domains (TADs) and sub-TAD contact domains. TADs appear to act as regulatory microenvironments by constraining and segregating regulatory interactions across discrete chromosomal regions. However, it is unclear whether other (or all) folding layers share similar properties, or rather TADs constitute a privileged folding scale with maximal impact on the organization of regulatory interactions. Here, we present a novel algorithm named CaTCH that identifies hierarchical trees of chromosomal domains in Hi-C maps, stratified through their reciprocal physical insulation, which is a single and biologically relevant parameter. By applying CaTCH to published Hi-C data sets, we show that previously reported folding layers appear at different insulation levels. We demonstrate that although no structurally privileged folding level exists, TADs emerge as a functionally privileged scale defined by maximal boundary enrichment in CTCF and maximal cell-type conservation. By measuring transcriptional output in embryonic stem cells and neural precursor cells, we show that the likelihood that genes in a domain are coregulated during differentiation is also maximized at the scale of TADs. Finally, we observe that regulatory sequences occur at genomic locations corresponding to optimized mutual interactions at the same scale. Our analysis suggests that the architectural functionality of TADs arises from the interplay between their ability to partition interactions and the specific genomic position of regulatory sequences.
机译:理解调控序列如何在染色体结构的背景下相互作用是生物学的主要挑战。染色体构象捕获显示,哺乳动物染色体具有丰富的结构层层次,从多兆碱基的区室到亚兆碱基的拓扑关联域(TAD)和亚TAD接触域。 TAD似乎通过限制和隔离跨离散染色体区域的调控相互作用来充当调控微环境。但是,尚不清楚其他(或所有)折叠层是否具有相似的特性,或者说TAD是否构成特权折叠规模,对调节相互作用的组织影响最大。在这里,我们提出了一种名为CaTCH的新颖算法,该算法可识别Hi-C图谱中染色体域的分层树,并通过其相互的物理绝缘对其进行分层,这是一个单一的生物学相关参数。通过将CaTCH应用于已发布的Hi-C数据集,我们显示出先前报告的折叠层出现在不同的绝缘层上。我们证明,虽然没有结构特权折叠级别存在,但TADs作为功能特权规模出现,由CTCF中的最大边界富集和最大的细胞类型保守性定义。通过测量胚胎干细胞和神经前体细胞中的转录输出,我们显示出在分化过程中一个域中的基因被调控的可能性在TADs的规模上也达到了最大。最后,我们观察到调节序列出现在基因组位置,对应于相同规模的优化互作。我们的分析表明,TAD的结构功能源于它们的相互作用相互作用能力和调控序列的特定基因组位置之间的相互作用。

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