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全基因组核小体和转录因子对基因扰动的反应揭示了染色质介导的转录调控机制。

Genome-wide nucleosome and transcription factor responses to genetic perturbations reveal chromatin-mediated mechanisms of transcriptional regulation.

作者信息

Moyung Kevin, Li Yulong, Hartemink Alexander J, MacAlpine David M

机构信息

Program in Computational Biology and Bioinformatics, Duke University, Durham, NC 27708.

Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, NC 27710.

出版信息

bioRxiv. 2024 May 26:2024.05.24.595391. doi: 10.1101/2024.05.24.595391.

Abstract

Epigenetic mechanisms contribute to gene regulation by altering chromatin accessibility through changes in transcription factor (TF) and nucleosome occupancy throughout the genome. Despite numerous studies focusing on changes in gene expression, the intricate chromatin-mediated regulatory code remains largely unexplored on a comprehensive scale. We address this by employing a factor-agnostic, reverse-genetics approach that uses MNase-seq to capture genome-wide TF and nucleosome occupancies in response to the individual deletion of 201 transcriptional regulators in , thereby assaying nearly one million mutant-gene interactions. We develop a principled approach to identify and quantify chromatin changes genome-wide, observing differences in TF and nucleosome occupancy that recapitulate well-established pathways identified by gene expression data. We also discover distinct chromatin signatures associated with the up- and downregulation of genes, and use these signatures to reveal regulatory mechanisms previously unexplored in expression-based studies. Finally, we demonstrate that chromatin features are predictive of transcriptional activity and leverage these features to reconstruct chromatin-based transcriptional regulatory networks. Overall, these results illustrate the power of an approach combining genetic perturbation with high-resolution epigenomic profiling; the latter enables a close examination of the interplay between TFs and nucleosomes genome-wide, providing a deeper, more mechanistic understanding of the complex relationship between chromatin organization and transcription.

摘要

表观遗传机制通过改变转录因子(TF)和全基因组核小体占有率来改变染色质可及性,从而对基因调控产生影响。尽管有许多研究聚焦于基因表达的变化,但在全基因组范围内,复杂的染色质介导的调控密码在很大程度上仍未被探索。我们通过采用一种不依赖因子的反向遗传学方法来解决这个问题,该方法利用微球菌核酸酶测序(MNase-seq)来捕获全基因组范围内TF和核小体的占有率,以应对201个转录调节因子在个体缺失时的情况,从而检测近一百万个突变基因相互作用。我们开发了一种有原则的方法来识别和量化全基因组范围内的染色质变化,观察到TF和核小体占有率的差异,这些差异概括了由基因表达数据确定的成熟途径。我们还发现了与基因上调和下调相关的独特染色质特征,并利用这些特征揭示基于表达的研究中以前未探索的调控机制。最后,我们证明染色质特征可预测转录活性,并利用这些特征重建基于染色质的转录调控网络。总体而言,这些结果说明了一种将基因扰动与高分辨率表观基因组分析相结合的方法的强大之处;后者能够在全基因组范围内仔细研究TF和核小体之间的相互作用,从而对染色质组织与转录之间的复杂关系提供更深入、更具机制性的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d4e1/11142231/163e40e7b5f0/nihpp-2024.05.24.595391v1-f0001.jpg

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