Nolan Ben, Harris Hannah L, Kalluchi Achyuth, Reznicek Timothy E, Cummings Christopher T, Rowley M Jordan
Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, NE 68198, USA.
Department of Pediatrics, University of Nebraska Medical Center, Emile St, Omaha, NE 68198, USA.
NAR Genom Bioinform. 2024 Dec 18;6(4):lqae182. doi: 10.1093/nargab/lqae182. eCollection 2024 Dec.
Chromatin contact maps are often shown as 2D heatmaps and visually compared to 1D genomic data by simple juxtaposition. While common, this strategy is imprecise, placing the onus on the reader to align features with each other. To remedy this, we developed HiCrayon, an interactive tool that facilitates the integration of 3D chromatin organization maps and 1D datasets. This visualization method integrates data from genomic assays directly into the chromatin contact map by coloring interactions according to 1D signal. HiCrayon is implemented using R shiny and python to create a graphical user interface application, available in both web and containerized format to promote accessibility. We demonstrate the utility of HiCrayon in visualizing the effectiveness of compartment calling and the relationship between ChIP-seq and various features of chromatin organization. We also demonstrate the improved visualization of other 3D genomic phenomena, such as differences between loops associated with CTCF/cohesin versus those associated with H3K27ac. We then demonstrate HiCrayon's visualization of organizational changes that occur during differentiation and use HiCrayon to detect compartment patterns that cannot be assigned to either A or B compartments, revealing a distinct third chromatin compartment.
染色质接触图谱通常以二维热图形式呈现,并通过简单并列与一维基因组数据进行直观比较。虽然这种方法很常见,但不够精确,需要读者自行将特征相互对齐。为了弥补这一不足,我们开发了HiCrayon,这是一种交互式工具,有助于整合三维染色质组织图谱和一维数据集。这种可视化方法通过根据一维信号为相互作用着色,将基因组分析数据直接整合到染色质接触图谱中。HiCrayon使用R shiny和Python实现,以创建一个图形用户界面应用程序,有网页版和容器化格式,以提高可访问性。我们展示了HiCrayon在可视化区室划分有效性以及ChIP-seq与染色质组织各种特征之间关系方面的实用性。我们还展示了对其他三维基因组现象的可视化改进,例如与CTCF/黏连蛋白相关的环与与H3K27ac相关的环之间的差异。然后,我们展示了HiCrayon对分化过程中发生的组织变化的可视化,并使用HiCrayon检测无法归为A或B区室的区室模式,揭示了一个独特的第三染色质区室。