ChromoSkein: Untangling Three-Dimensional Chromatin Fiber With a Web-Based Visualization Framework
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...
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Zusammenfassung: | 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. |
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DOI: | 10.48550/arxiv.2211.05125 |