Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Neuron. 2019 Nov 6;104(3):512-528.e11. doi: 10.1016/j.neuron.2019.08.002. Epub 2019 Sep 4.
More than 8,000 genes are turned on or off as progenitor cells produce the 7 classes of retinal cell types during development. Thousands of enhancers are also active in the developing retinae, many having features of cell- and developmental stage-specific activity. We studied dynamic changes in the 3D chromatin landscape important for precisely orchestrated changes in gene expression during retinal development by ultra-deep in situ Hi-C analysis on murine retinae. We identified developmental-stage-specific changes in chromatin compartments and enhancer-promoter interactions. We developed a machine learning-based algorithm to map euchromatin and heterochromatin domains genome-wide and overlaid it with chromatin compartments identified by Hi-C. Single-cell ATAC-seq and RNA-seq were integrated with our Hi-C and previous ChIP-seq data to identify cell- and developmental-stage-specific super-enhancers (SEs). We identified a bipolar neuron-specific core regulatory circuit SE upstream of Vsx2, whose deletion in mice led to the loss of bipolar neurons.
在祖细胞发育为 7 种视网膜细胞类型的过程中,有 8000 多个基因被开启或关闭。数千个增强子也在发育中的视网膜中活跃,其中许多具有细胞和发育阶段特异性活性的特征。我们通过对小鼠视网膜进行超深度原位 Hi-C 分析,研究了对基因表达进行精确调控的 3D 染色质景观的动态变化,这些变化对视网膜发育很重要。我们发现染色质区室和增强子-启动子相互作用发生了发育阶段特异性变化。我们开发了一种基于机器学习的算法,用于绘制全基因组的常染色质和异染色质区域,并将其与 Hi-C 识别的染色质区室进行叠加。单细胞 ATAC-seq 和 RNA-seq 与我们的 Hi-C 和以前的 ChIP-seq 数据进行了整合,以鉴定细胞和发育阶段特异性的超级增强子(SEs)。我们鉴定了一个双极神经元特异性核心调控回路 SE,位于 Vsx2 的上游,其在小鼠中的缺失导致双极神经元的丢失。