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将DNA堆积密度分布与拓扑相关结构域(TAD)边界位置相联系。

Linking DNA-packing density distribution and TAD boundary locations.

作者信息

Meng Luming, Sheong Fu Kit, Luo Qiong

机构信息

Key Laboratory for Biobased Materials and Energy of Ministry of Education, College of Materials and Energy, South China Agricultural University, Guangzhou 510630, People's Republic of China.

Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou 510630, People's Republic of China.

出版信息

Proc Natl Acad Sci U S A. 2025 Mar 4;122(9):e2418456122. doi: 10.1073/pnas.2418456122. Epub 2025 Feb 25.

Abstract

DNA is heterogeneously packaged into chromatin, which is further organized into topologically associating domains (TADs) with sharp boundaries. These boundary locations are critical for genome regulation. Here, we explore how the distribution of DNA-packing density across chromatin affects the TAD boundary locations. We develop a polymer-physics-based model that utilizes DNA accessibility data to parameterize DNA-packing density along chromosomes, treating them as heteropolymers, and simulates the stochastic folding of these heteropolymers within a nucleus to yield a conformation ensemble. Such an ensemble reproduces a subset (over 60%) of TAD boundaries across the human genome, as confirmed by Hi-C data. Additionally, it reproduces the spatial distance matrices of 2-Mb genomic regions provided by FISH experiments. Furthermore, our model suggests that utilizing DNA accessibility data alone as input is sufficient to predict the emergence and disappearance of key TADs during early T cell differentiation. We show that stochastic folding of heteropolymers in a confined space can replicate both the prevalence of chromatin domain structures and the cell-to-cell variation in domain boundary positions observed in single-cell experiments. Furthermore, regions of lower DNA-packing density preferentially form domain boundaries, and this preference drives the emergence of TAD boundaries observed in ensemble-averaged Hi-C maps. The enrichment of TAD boundaries at CTCF binding sites can be attributed to the influence of CTCF binding on local DNA-packing density in our model. Collectively, our findings establish a strong link between TAD boundaries and regions of lower DNA-packing density, providing insights into the mechanisms underlying TAD formation.

摘要

DNA以异质方式包装成染色质,染色质进一步组织成具有清晰边界的拓扑相关结构域(TADs)。这些边界位置对于基因组调控至关重要。在这里,我们探讨染色质上DNA包装密度的分布如何影响TAD边界位置。我们开发了一个基于聚合物物理学的模型,该模型利用DNA可及性数据来参数化沿染色体的DNA包装密度,将染色体视为杂聚物,并模拟这些杂聚物在细胞核内的随机折叠以产生构象集合。Hi-C数据证实,这样的集合再现了人类基因组中超过60%的TAD边界子集。此外,它还再现了荧光原位杂交(FISH)实验提供的2兆碱基基因组区域的空间距离矩阵。此外,我们的模型表明,仅使用DNA可及性数据作为输入就足以预测早期T细胞分化过程中关键TAD的出现和消失。我们表明,在受限空间中杂聚物的随机折叠可以复制染色质结构域结构的普遍性以及单细胞实验中观察到的结构域边界位置的细胞间差异。此外,DNA包装密度较低的区域优先形成结构域边界,这种偏好驱动了在整体平均Hi-C图谱中观察到的TAD边界的出现。在我们的模型中,TAD边界在CTCF结合位点的富集可归因于CTCF结合对局部DNA包装密度的影响。总的来说,我们的发现建立了TAD边界与DNA包装密度较低区域之间的紧密联系,为TAD形成的潜在机制提供了见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/131d/11892626/2c55ae7a2926/pnas.2418456122fig01.jpg

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