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基于 DNA 序列、ChIP-Seq 和 ChIA-PET 数据整合分析的转录因子层级合作。

Hierarchical cooperation of transcription factors from integration analysis of DNA sequences, ChIP-Seq and ChIA-PET data.

机构信息

Agricultural Bioinformatics Key Laboratory of Hubei Province, Wuhan, 430070, China.

Huazhong Agricultural University, Wuhan, 430070, China.

出版信息

BMC Genomics. 2019 May 8;20(Suppl 3):296. doi: 10.1186/s12864-019-5535-2.

Abstract

BACKGROUND

Chromosomal architecture, which is constituted by chromatin loops, plays an important role in cellular functions. Gene expression and cell identity can be regulated by the chromatin loop, which is formed by proximal or distal enhancers and promoters in linear DNA (1D). Enhancers and promoters are fundamental non-coding elements enriched with transcription factors (TFs) to form chromatin loops. However, the specific cooperation of TFs involved in forming chromatin loops is not fully understood.

RESULTS

Here, we proposed a method for investigating the cooperation of TFs in four cell lines by the integrative analysis of DNA sequences, ChIP-Seq and ChIA-PET data. Results demonstrate that the interaction of enhancers and promoters is a hierarchical and dynamic complex process with cooperative interactions of different TFs synergistically regulating gene expression and chromatin structure. The TF cooperation involved in maintaining and regulating the chromatin loop of cells can be regulated by epigenetic factors, such as other TFs and DNA methylation.

CONCLUSIONS

Such cooperation among TFs provides the potential features that can affect chromatin's 3D architecture in cells. The regulation of chromatin 3D organization and gene expression is a complex process associated with the hierarchical and dynamic prosperities of TFs.

摘要

背景

染色质环构成的染色体结构在细胞功能中起着重要作用。染色质环可通过线性 DNA(1D)中近端或远端增强子和启动子形成,从而调节基因表达和细胞身份。增强子和启动子是富含转录因子(TFs)的基本非编码元件,可形成染色质环。然而,形成染色质环所涉及的 TF 的具体协作尚不完全清楚。

结果

在这里,我们通过整合 DNA 序列、ChIP-Seq 和 ChIA-PET 数据的分析,提出了一种研究四种细胞系中 TF 协作的方法。结果表明,增强子和启动子的相互作用是一个具有层次结构和动态复杂性的过程,不同的 TF 协同作用,共同调节基因表达和染色质结构。细胞中染色质环的维持和调节所涉及的 TF 合作可以受到表观遗传因子(如其他 TF 和 DNA 甲基化)的调节。

结论

TF 之间的这种协作提供了可能影响细胞中染色质三维结构的潜在特征。染色质三维组织和基因表达的调节是一个复杂的过程,与 TF 的层次和动态特性相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3f30/7226942/5f7b7a74e160/12864_2019_5535_Fig1_HTML.jpg

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