Graduate Program in Bioinformatics and Systems Biology, University of California, La Jolla, San Diego, California 92093-0359, USA.
Department of Chemistry and Biochemistry, University of California, La Jolla, San Diego, California 92093-0359, USA.
Nat Commun. 2016 Jul 27;7:12249. doi: 10.1038/ncomms12249.
Chromatin looping plays a pivotal role in gene expression and other biological processes through bringing distal regulatory elements into spatial proximity. The formation of chromatin loops is mainly mediated by DNA-binding proteins (DBPs) that bind to the interacting sites and form complexes in three-dimensional (3D) space. Previously, identification of DBP cooperation has been limited to those binding to neighbouring regions in the proximal linear genome (1D cooperation). Here we present the first study that integrates protein ChIP-seq and Hi-C data to systematically identify both the 1D- and 3D-cooperation between DBPs. We develop a new network model that allows identification of cooperation between multiple DBPs and reveals cell-type-specific and -independent regulations. Using this framework, we retrieve many known and previously unknown 3D-cooperations between DBPs in chromosomal loops that may be a key factor in influencing the 3D organization of chromatin.
染色质环通过将远距离调控元件拉近到空间接近的位置,在基因表达和其他生物过程中发挥着关键作用。染色质环的形成主要由 DNA 结合蛋白(DBP)介导,这些蛋白结合到相互作用的位点,并在三维(3D)空间中形成复合物。以前,DBP 合作的鉴定仅限于那些与近端线性基因组中相邻区域结合的(1D 合作)。在这里,我们首次进行了一项研究,该研究整合了蛋白质 ChIP-seq 和 Hi-C 数据,系统地鉴定了 DBP 之间的 1D 和 3D 合作。我们开发了一种新的网络模型,该模型允许识别多个 DBP 之间的合作,并揭示了细胞类型特异性和非依赖性的调控。使用这个框架,我们在染色体环中检索到许多已知和以前未知的 DBP 之间的 3D 合作,这可能是影响染色质 3D 组织的关键因素。