论文标题
Chromoskein:使用基于Web的可视化框架解开三维染色质纤维
ChromoSkein: Untangling Three-Dimensional Chromatin Fiber With a Web-Based Visualization Framework
论文作者
论文摘要
我们提出了Chromoskein,这是一种基于Web的工具,用于可视化三维染色质模型。染色质的空间组织对于其功能至关重要。实验方法,即HI-C,揭示了空间构象,但输出了2D矩阵表示。生物学家利用模拟将这些信息恢复到3D,并使用2D矩阵作为约束组装3D染色质形状预测。我们对现有染色质可视化软件的概述表明,可用工具通过无效的阴影和缺乏高级交互限制了3D的实用性。我们设计了Chromoskein,以直接使用3D表示直接鼓励分析工作。我们的工具具有3D视图,该视图支持了解高度纠结的染色质纤维的形状及其部分的空间关系。用户可以使用两个交互探索和过滤3D模型。首先,他们可以通过切换语义零件的可见性和添加切割平面来管理遮挡。其次,他们可以通过创建自定义选择来细分模型。为了补充3D视图,我们将空间表示与非空间基因组数据(例如2D HI-C地图和1D基因组信号)联系起来。我们在两个示例性用例中证明了染色体的实用性,这些用例在染色体和整个基因组的空间环境中检查了功能基因组基因局。
We present ChromoSkein, a web-based tool for visualizing three-dimensional chromatin models. The spatial organization of chromatin is essential to its function. Experimental methods, namely Hi-C, reveal the spatial conformation but output a 2D matrix representation. Biologists leverage simulation to bring this information back to 3D, assembling a 3D chromatin shape prediction using the 2D matrices as constraints. Our overview of existing chromatin visualization software shows that the available tools limit the utility of 3D through ineffective shading and a lack of advanced interactions. We designed ChromoSkein to encourage analytical work directly with the 3D representation. Our tool features a 3D view that supports understanding the shape of the highly tangled chromatin fiber and the spatial relationships of its parts. Users can explore and filter the 3D model using two interactions. First, they can manage occlusion both by toggling the visibility of semantic parts and by adding cutting planes. Second, they can segment the model through the creation of custom selections. To complement the 3D view, we link the spatial representation with non-spatial genomic data, such as 2D Hi-C maps and 1D genomic signals. We demonstrate the utility of ChromoSkein in two exemplary use cases that examine functional genomic loci in the spatial context of chromosomes and the whole genome.