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依赖于上下文的染色质折叠和转录组的变化由黏合蛋白和相关因子引起。

Context-dependent perturbations in chromatin folding and the transcriptome by cohesin and related factors.

机构信息

Laboratory of Computational Genomics, Institute for Quantitative Biosciences, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-Ku, Tokyo, 113-0032, Japan.

Laboratory of Genome Structure and Function, Institute for Quantitative Biosciences, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-Ku, Tokyo, 113-0032, Japan.

出版信息

Nat Commun. 2023 Sep 19;14(1):5647. doi: 10.1038/s41467-023-41316-4.

Abstract

Cohesin regulates gene expression through context-specific chromatin folding mechanisms such as enhancer-promoter looping and topologically associating domain (TAD) formation by cooperating with factors such as cohesin loaders and the insulation factor CTCF. We developed a computational workflow to explore how three-dimensional (3D) structure and gene expression are regulated collectively or individually by cohesin and related factors. The main component is CustardPy, by which multi-omics datasets are compared systematically. To validate our methodology, we generated 3D genome, transcriptome, and epigenome data before and after depletion of cohesin and related factors and compared the effects of depletion. We observed diverse effects on the 3D genome and transcriptome, and gene expression changes were correlated with the splitting of TADs caused by cohesin loss. We also observed variations in long-range interactions across TADs, which correlated with their epigenomic states. These computational tools and datasets will be valuable for 3D genome and epigenome studies.

摘要

黏合蛋白通过与黏合蛋白加载因子和隔离因子 CTCF 等因子合作,通过增强子-启动子环和拓扑关联域 (TAD) 形成等特定于上下文的染色质折叠机制来调节基因表达。我们开发了一种计算工作流程,以探索黏合蛋白和相关因子如何集体或单独调节三维 (3D) 结构和基因表达。主要组件是 CustardPy,通过它系统地比较多组学数据集。为了验证我们的方法,我们在耗尽黏合蛋白和相关因子前后生成了 3D 基因组、转录组和表观基因组数据,并比较了耗竭的影响。我们观察到对 3D 基因组和转录组的影响多种多样,并且基因表达的变化与黏合蛋白丢失引起的 TAD 分裂相关。我们还观察到 TAD 之间的长程相互作用的变化,这与其表观基因组状态相关。这些计算工具和数据集对于 3D 基因组和表观基因组研究将是有价值的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f160/10509244/ad791e04e860/41467_2023_41316_Fig1_HTML.jpg

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