Center for Bioinformatics and Computational Biology, University of Maryland, College Park, MD, USA.
Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA, USA.
Sci Rep. 2016 Dec 15;6:39279. doi: 10.1038/srep39279.
In various contexts, spatially proximal genes have been shown to be functionally related. However, the extent to which spatial proximity of genes in a pathway contributes to the pathway's context-specific activity is not known. Leveraging Hi-C data in six human cell-lines, we show that spatial proximity of genes in a pathway is highly correlated with the pathway's context-specific expression and function. Furthermore, spatial proximity of pathway genes correlates with interactions of their protein products, and the specific pathway genes that are proximal to one another tend to occupy higher levels in the regulatory hierarchy. In addition to intra-pathway proximity, related pathways are spatially proximal to one another and housekeeping-genes tend to be proximal to several other pathways suggesting their coordinating role. Substantially extending previous works, our study reveals a pathway-centric organization of 3D-nucleome, whereby, functionally related interacting driver genes tend to be in spatial-proximity in a context-specific manner.
在不同的背景下,空间上接近的基因被证明是具有功能相关性的。然而,在一条通路上,基因在空间上的接近程度对其特定于上下文的活性的贡献程度尚不清楚。利用 6 个人类细胞系中的 Hi-C 数据,我们表明,通路上基因在空间上的接近程度与该通路特定于上下文的表达和功能高度相关。此外,通路上基因的空间接近程度与它们的蛋白质产物的相互作用相关,并且彼此接近的特定通路基因往往在调控层次结构中占据更高的水平。除了通路上的接近程度外,相关的通路在空间上也是接近的,管家基因往往与几个其他通路接近,这表明它们具有协调作用。本研究大大扩展了之前的工作,揭示了 3D 核组学的以通路为中心的组织,即功能相关的相互作用的驱动基因往往以特定于上下文的方式在空间上接近。