Tianyu Yuan, Hao Yan, Kevin C Li, Ivan Surovtsev, Megan C King, Simon G J Mochrie
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引用次数: 0
摘要
背景:基因组中 10-100 kb 大小区域内染色质与染色质接触的不均匀模式是染色质空间组织的一般特征。这些特征被称为拓扑关联域(TADs),并由此产生了环挤出因子(LEF)模型。目前,我们建立 TADs 模型的能力依赖于观察到的现象,即在脊椎动物中,TAD 的边界与结合 CTCF 的 DNA 序列相关,因此推断 CTCF 会阻止环挤压。然而,尽管 TAD 在 Hi-C 图谱中具有显著特征,但非脊椎动物真核生物要么不表达 CTCF,要么很少显示与 CTCF 位点相关的 TAD 边界。在所有这些生物中,CTCF 的对应物仍然未知,这使得 Hi-C 数据与模拟结果之间的比较变得困难:为了将 LEF 模型扩展到整个生命树,我们在此提出了保守电流环挤出(CCLE)模型,该模型将环挤出的凝聚蛋白解释为几乎保守的概率电流。仅从凝聚素 ChIP-seq 数据中,我们就得出了与位置相关的环路挤出率,从而修正了环路挤出的范式,超越了单纯的局部障碍,也包括了连续变化的环路挤出率。我们的研究表明,CCLE 准确预测了间期酵母的 TAD 尺度 Hi-C 图谱以及减数分裂和有丝分裂酵母的 TAD 尺度 Hi-C 图谱,证明了它在缺乏 CTCF 的生物体中的实用性:结论:CCLE 在酵母中的成功应用表明,在这些系统中,凝聚素的环挤压确实是 TAD 的主要机制。CCLE使我们能够获得环挤压参数,如LEF密度和加工率,这些参数与独立的估计值比较接近。
Cohesin distribution alone predicts chromatin organization in yeast via conserved-current loop extrusion.
Background: Inhomogeneous patterns of chromatin-chromatin contacts within 10-100-kb-sized regions of the genome are a generic feature of chromatin spatial organization. These features, termed topologically associating domains (TADs), have led to the loop extrusion factor (LEF) model. Currently, our ability to model TADs relies on the observation that in vertebrates TAD boundaries are correlated with DNA sequences that bind CTCF, which therefore is inferred to block loop extrusion. However, although TADs feature prominently in their Hi-C maps, non-vertebrate eukaryotes either do not express CTCF or show few TAD boundaries that correlate with CTCF sites. In all of these organisms, the counterparts of CTCF remain unknown, frustrating comparisons between Hi-C data and simulations.
Results: To extend the LEF model across the tree of life, here, we propose the conserved-current loop extrusion (CCLE) model that interprets loop-extruding cohesin as a nearly conserved probability current. From cohesin ChIP-seq data alone, we derive a position-dependent loop extrusion rate, allowing for a modified paradigm for loop extrusion, that goes beyond solely localized barriers to also include loop extrusion rates that vary continuously. We show that CCLE accurately predicts the TAD-scale Hi-C maps of interphase Schizosaccharomyces pombe, as well as those of meiotic and mitotic Saccharomyces cerevisiae, demonstrating its utility in organisms lacking CTCF.
Conclusions: The success of CCLE in yeasts suggests that loop extrusion by cohesin is indeed the primary mechanism underlying TADs in these systems. CCLE allows us to obtain loop extrusion parameters such as the LEF density and processivity, which compare well to independent estimates.
期刊介绍:
Genome Biology is a leading research journal that focuses on the study of biology and biomedicine from a genomic and post-genomic standpoint. The journal consistently publishes outstanding research across various areas within these fields.
With an impressive impact factor of 12.3 (2022), Genome Biology has earned its place as the 3rd highest-ranked research journal in the Genetics and Heredity category, according to Thomson Reuters. Additionally, it is ranked 2nd among research journals in the Biotechnology and Applied Microbiology category. It is important to note that Genome Biology is the top-ranking open access journal in this category.
In summary, Genome Biology sets a high standard for scientific publications in the field, showcasing cutting-edge research and earning recognition among its peers.