New York Genome Center, New York, NY, USA.
Center for Genomics and Systems Biology, New York University, New York, NY, USA.
Nat Biotechnol. 2022 Aug;40(8):1220-1230. doi: 10.1038/s41587-022-01250-0. Epub 2022 Mar 24.
Technologies that profile chromatin modifications at single-cell resolution offer enormous promise for functional genomic characterization, but the sparsity of the measurements and integrating multiple binding maps represent substantial challenges. Here we introduce single-cell (sc)CUT&Tag-pro, a multimodal assay for profiling protein-DNA interactions coupled with the abundance of surface proteins in single cells. In addition, we introduce single-cell ChromHMM, which integrates data from multiple experiments to infer and annotate chromatin states based on combinatorial histone modification patterns. We apply these tools to perform an integrated analysis across nine different molecular modalities in circulating human immune cells. We demonstrate how these two approaches can characterize dynamic changes in the function of individual genomic elements across both discrete cell states and continuous developmental trajectories, nominate associated motifs and regulators that establish chromatin states and identify extensive and cell-type-specific regulatory priming. Finally, we demonstrate how our integrated reference can serve as a scaffold to map and improve the interpretation of additional scCUT&Tag datasets.
单细胞分辨率下分析染色质修饰的技术为功能基因组学的特征提供了巨大的前景,但测量的稀疏性和整合多个结合图谱仍然是巨大的挑战。在这里,我们引入了单细胞(sc)CUT&Tag-pro,这是一种用于分析蛋白质-DNA 相互作用的多模式检测方法,同时结合了单细胞表面蛋白的丰度。此外,我们引入了单细胞 ChromHMM,它可以整合来自多个实验的数据,根据组合组蛋白修饰模式推断和注释染色质状态。我们应用这些工具在循环人免疫细胞中的九种不同分子模式中进行综合分析。我们展示了这两种方法如何能够描述单个基因组元件在离散细胞状态和连续发育轨迹中的功能的动态变化,确定相关的基序和调节因子,建立染色质状态,并识别广泛的细胞类型特异性调控启动。最后,我们展示了我们的综合参考如何作为一个支架,以映射和改进对其他 scCUT&Tag 数据集的解释。