Chen Hong, Xiao Jun, Shao Tingting, Wang Li, Bai Jing, Lin Xiaoyu, Ding Na, Qu Yinwei, Tian Yi, Chen Xiang, Liu Hui, Liu Hongyu, Xu Juan, Li Xia
College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China.
College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China.
Mol Ther Nucleic Acids. 2019 Sep 6;17:840-851. doi: 10.1016/j.omtn.2019.07.015. Epub 2019 Jul 31.
Although accumulating evidence has demonstrated the key roles of enhancers in gene expression regulation, the contribution of genome-wide enhancer-enhancer interactions to developmental decisions remains unclear. Here we explored the cooperative regulation patterns among enhancers to understand their regulatory mechanism. We first filtered robust enhancers in embryonic stem cells (ESCs) through integrating bidirectional transcription, genomic location, and epigenetic modification. Genome-wide enhancer-enhancer interactions were then identified based on enhancer-promoter relationships that were derived from Hi-C data. We further explored the interacting principles of the identified enhancer-enhancer interactions. The results revealed that the observed cooperativity occurred mainly between enhancers distributed within a 1-kb to 10-Mb distance across the genome. In addition, enhancer-enhancer pairs had higher expression correlations than non-interacting pairs. Finally, we identified robust enhancers during human cardiac commitment, and we found that enhancers exhibited strong stage-specific expression patterns. We further inferred the enhancer-enhancer interactions based on RNA sequencing (RNA-seq) data in heart development, according to the regulatory principles characterized from Hi-C data. The identified enhancer-enhancer interaction networks (EEINs) presented highly dynamic linkages. Moreover, enhancers cooperatively targeted many marker genes in each developmental stage to regulate stage-specific functions, which contribute to the organization of cell identity in heart development. Our work will increase the understanding of enhancer regulation in human heart development.
尽管越来越多的证据表明增强子在基因表达调控中起关键作用,但全基因组范围内增强子与增强子之间的相互作用对发育决策的贡献仍不清楚。在这里,我们探索了增强子之间的协同调控模式,以了解它们的调控机制。我们首先通过整合双向转录、基因组位置和表观遗传修饰,在胚胎干细胞(ESC)中筛选出稳健的增强子。然后根据从Hi-C数据中得出的增强子-启动子关系,识别全基因组范围内的增强子-增强子相互作用。我们进一步探索了所识别的增强子-增强子相互作用的相互作用原理。结果表明,观察到的协同作用主要发生在全基因组中距离为1 kb至10 Mb的增强子之间。此外,增强子-增强子对的表达相关性高于非相互作用对。最后,我们在人类心脏定向分化过程中识别出稳健的增强子,并且发现增强子表现出强烈的阶段特异性表达模式。根据从Hi-C数据中得出的调控原理,我们进一步基于心脏发育中的RNA测序(RNA-seq)数据推断增强子-增强子相互作用。所识别的增强子-增强子相互作用网络(EEIN)呈现出高度动态的联系。此外,增强子在每个发育阶段协同靶向许多标记基因,以调节阶段特异性功能,这有助于心脏发育中细胞身份的组织。我们的工作将增进对人类心脏发育中增强子调控的理解。