Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA.
Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, USA.
BMC Genet. 2019 Apr 30;20(1):43. doi: 10.1186/s12863-019-0744-x.
Gene regulation is important for cells and tissues to function. It has been studied from two aspects at the genomic level, the identification of expression quantitative trait loci (eQTLs) and identification of long-range chromatin interactions. It is important to understand their relationship, such as whether eQTLs regulate their target genes through physical chromatin interaction. Although chromatin interactions have been widely believed to be one of the main mechanisms underlying eQTLs, most evidence came from studies of cell lines and yet no direct evidence exists for tissues.
We performed various joint analyses of eQTL and high-throughput chromatin conformation capture (Hi-C) data from 11 human primary tissue types and 2 human cell lines. We found that chromatin interaction frequency is positively associated with the number of genes that have eQTLs and that eQTLs and their target genes tend to fall into the same topologically associating domain (TAD). These results are consistent across all tissues and cell lines we evaluated. Moreover, in 6 out of 11 tissues (aorta, dorsolateral prefrontal cortex, hippocampus, pancreas, small bowel, and spleen), tissue-specific eQTLs are significantly enriched in tissue-specific frequently interacting regions (FIREs).
Our data have demonstrated the close spatial proximity between eQTLs and their target genes among multiple human primary tissues.
基因调控对于细胞和组织的正常运作至关重要。在基因组水平上,从两个方面对其进行了研究,即表达数量性状基因座 (eQTL) 的鉴定和长程染色质相互作用的鉴定。了解它们之间的关系非常重要,例如,eQTL 是否通过物理染色质相互作用来调节其靶基因。尽管染色质相互作用已被广泛认为是 eQTL 的主要机制之一,但大多数证据来自于对细胞系的研究,而在组织中尚无直接证据。
我们对来自 11 个人类主要组织类型和 2 个人类细胞系的 eQTL 和高通量染色质构象捕获 (Hi-C) 数据进行了各种联合分析。我们发现染色质相互作用频率与具有 eQTL 的基因数量呈正相关,并且 eQTL 和其靶基因倾向于落入同一拓扑关联域 (TAD)。这些结果在我们评估的所有组织和细胞系中都是一致的。此外,在 11 个组织中的 6 个(主动脉、背外侧前额叶皮层、海马体、胰腺、小肠和脾脏)中,组织特异性 eQTL 在组织特异性频繁相互作用区域 (FIREs) 中显著富集。
我们的数据表明,在多个人类主要组织中,eQTL 与其靶基因之间存在密切的空间接近性。