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TFregulomeR reveals transcription factors’ context-specific features and functions

机译:TFregulomeR揭示了转录因子的特定于上下文的特征和功能

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摘要

Transcription factors (TFs) are sequence-specific DNA binding proteins, fine-tuning spatiotemporal gene expression. Since genomic occupancy of a TF is highly dynamic, it is crucial to study TF binding sites (TFBSs) in a cell-specific context. To date, thousands of ChIP-seq datasets have portrayed the genomic binding landscapes of numerous TFs in different cell types. Although these datasets can be browsed several platforms, tools that can operate on that data flow are still lacking. Here, we introduce TFregulomeR (https://github.com/benoukraflab/TFregulomeR), an R-library linked to an up-to-date compendium of cistrome and methylome datasets, implemented with functionalities that facilitate integrative analyses. In particular, TFregulomeR enables the characterization of TF binding partners and cell-specific TFBSs, along with the study of TF’s functions in the context of different partnerships and DNA methylation levels. We demonstrated that TFs’ target gene ontologies can differ notably depending on their partners and, by re-analyzing well characterized TFs, we brought to light that numerous leucine zipper TFBSs derived from ChIP-seq experiments documented in current databases were inadequately characterized, due to the fact that their position weight matrices were assembled using a mixture of homodimer and heterodimer binding sites. Altogether, analyses of context-specific transcription regulation with TFregulomeR foster our understanding of regulatory network-dependent TF functions.
机译:转录因子(TFs)是序列特异性DNA结合蛋白,可微调时空基因表达。由于TF的基因组占有率是高度动态的,因此在特定于细胞的环境中研究TF结合位点(TFBS)至关重要。迄今为止,成千上万的ChIP-seq数据集描绘了不同细胞类型中众多TF的基因组结合情况。尽管可以在多个平台上浏览这些数据集,但是仍然缺少可以在该数据流上运行的工具。在这里,我们介绍TFregulomeR(https://github.com/benoukraflab/TFregulomeR),这是一个与Cistrome和甲基化组数据集的最新汇编链接的R库,其实现的功能有助于集成分析。尤其是,TFregulomeR可以表征TF结合伴侣和细胞特异性TFBS,以及在不同的伴侣关系和DNA甲基化水平的背景下研究TF的功能。我们证明了TF的靶基因本体可以根据其伴侣而显着不同,并且通过重新分析特征明确的TF,我们发现,由于当前数据库中记载的许多来自ChIP-seq实验的亮氨酸拉链TFBS的特征不足,使用同二聚体和异二聚体结合位点的混合物组装其位置权重矩阵的事实。总而言之,使用TFregulomeR分析特定于上下文的转录调控有助于我们理解依赖于调控网络的TF功能。

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