Chromatin Loops as Allosteric Modulators of Enhancer-Promoter Interactions

The classic model of eukaryotic gene expression requires direct spatial contact between a distal enhancer and a proximal promoter. Recent Chromosome Conformation Capture (3C) studies show that enhancers and promoters are embedded in a complex network of looping interactions. Here we use a polymer model of chromatin fiber to investigate whether, and to what extent, looping interactions between elements in the vicinity of an enhancer-promoter pair can influence their contact frequency. Our equilibrium polymer simulations show that a chromatin loop, formed by elements flanking either an enhancer or a promoter, suppresses enhancer-promoter interactions, working as an insulator. A loop formed by elements located in the region between an enhancer and a promoter, on the contrary, facilitates their interactions. We find that different mechanisms underlie insulation and facilitation; insulation occurs due to steric exclusion by the loop, and is a global effect, while facilitation occurs due to an effective shortening of the enhancer-promoter genomic distance, and is a local effect. Consistently, we find that these effects manifest quite differently for in silico 3C and microscopy. Our results show that looping interactions that do not directly involve an enhancer-promoter pair can nevertheless significantly modulate their interactions. This phenomenon is analogous to allosteric regulation in proteins, where a conformational change triggered by binding of a regulatory molecule to one site affects the state of another site.     

Predicting enhancer-promoter interaction from genomic sequence with deep neural networks

Background: In the human genome, distal enhancers are involved in regulating target genes through proximal promoters by forming enhancer-promoter interactions. Although recently developed high-throughput experimental approaches have allowed us to recognize potential enhancer-promoter interactions genome-wide, it is still largely unclear to what extent the sequence-level information encoded in our genome help guide such interactions. Methods: Here we report a new computational method (named “SPEID”) using deep learning models to predict enhancer-promoter interactions based on sequence-based features only, when the locations of putative enhancers and promoters in a particular cell type are given. Results: Our results across six different cell types demonstrate that SPEID is effective in predicting enhancer-promoter interactions as compared to state-of-the-art methods that only use information from a single cell type. As a proof-of-principle, we also applied SPEID to identify somatic non-coding mutations in melanoma samples that may have reduced enhancer-promoter interactions in tumor genomes. Conclusions: This work demonstrates that deep learning models can help reveal that sequence-based features alone are sufficient to reliably predict enhancer-promoter interactions genome-wide.     

黏着素与基因表达调控

黏着素(cohesin)是一种多亚基蛋白复合体,在进化上相当保守。在真核生物细胞中,黏着素主要功能是将复制产生的姐妹染色单体连接在一起,直到细胞分裂的后期,黏着素亚基Scc1水解最终导致染色单体的分离。但是最近研究表明,黏着素在基因表达、染色质结构变化和发育调节等方面也起着非常重要的作用,并且发现黏着素对基因的调节作用与其对染色体的黏着功能无关。在酵母中,黏着素最初定位于其装载蛋白Scc2的DNA结合位点上,但是在细胞周期的G2期,黏着素聚集于转录汇集区之间进而调控转录终止。在果蝇染色体上,黏着素与装载蛋白Scc2的同源物Nipped-B共定位,其作用是阻抑增强子和启动子的远距离接触。而在哺乳动物中,黏着素与CTCF隔离子蛋白共定位,并以依赖于CTCF的方式调控转录。本文概述了黏着素在不同真核生物染色体上的定位与分布,并对其在基因表达调控中的功能机制及其研究现状进行了重点阐述。     

Spatial organization of interphase chromosomes and the role of chromatin fibril dynamics in the positioning of genome elements

Many studies are devoted to the analysis of interphase chromosome architecture due to the evidence of the functional-dependent spatial organization of the genome. These studies are based on classical cytological methods, as well as on biochemical approaches (3C, 4C, 5C, Hi-C), which allow one to detect long-range interactions between fragments of chromatin fibril, including the genome-wide interactions. In this review, we discuss the results of these projects, which allow us to explain the functional basis of nucleus multilevel compartmentalization and to identify the principles of high-level chromatin organization. Special attention is paid to the enhancer-promoter interactions, which are important for the regulation of gene expression. In this regard, we provide a new interpretation to the model of an active chromatin hub and to the alternative model of an active chromatin compartment, which was proposed during reconsideration of some steps of the 3C procedure.