Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, 14850, USA.
Sci Rep. 2023 Nov 4;13(1):19085. doi: 10.1038/s41598-023-46415-2.
Enhancer RNAs (eRNAs) are non-coding RNAs produced by transcriptional enhancers that are highly correlated with their activity. Using a capped nascent RNA sequencing (PRO-cap) dataset in human lymphoblastoid cell lines across 67 individuals, we identified inter-individual variation in the expression of over 80 thousand transcribed transcriptional regulatory elements (tTREs), in both enhancers and promoters. Co-expression analysis of eRNAs from tTREs across individuals revealed how enhancers are associated with each other and with promoters. Mid- to long-range co-expression showed a distance-dependent decay that was modified by TF occupancy. In particular, we found a class of "bivalent" TFs, including Cohesin, that both facilitate and isolate the interaction between enhancers and/or promoters, depending on their topology. At short distances, we observed strand-specific correlations between nearby eRNAs in both convergent and divergent orientations. Our results support a cooperative model of convergent eRNAs, consistent with eRNAs facilitating adjacent enhancers rather than interfering with each other. Therefore, our approach to infer functional interactions from co-expression analyses provided novel insights into the principles of enhancer interactions as a function of distance, orientation, and binding landscapes of TFs.
增强子 RNA(eRNA)是由转录增强子产生的非编码 RNA,与它们的活性高度相关。我们使用了 67 个人类淋巴母细胞系中的帽状新生 RNA 测序(PRO-cap)数据集,在超过 80000 个转录调控元件(tTRE)中鉴定了个体间表达的个体间差异,这些元件既存在于增强子中,也存在于启动子中。个体间 tTRE 的 eRNA 的共表达分析揭示了增强子如何相互关联以及与启动子的关联。中到长距离的共表达显示出距离依赖性衰减,这种衰减受 TF 占据的影响。特别是,我们发现了一类“双价”TFs,包括 Cohesin,它们根据拓扑结构促进和隔离增强子和/或启动子之间的相互作用。在短距离内,我们观察到在会聚和发散方向上附近 eRNA 之间的链特异性相关性。我们的结果支持了会聚 eRNA 的协作模型,这与 eRNA 促进相邻增强子而不是相互干扰的观点一致。因此,我们从共表达分析推断功能相互作用的方法为增强子相互作用的原则提供了新的见解,这些原则与距离、取向和 TF 结合景观有关。