Analysis, Modeling, And Visualization Of Chromosome Conformation Capture Experiments

CAPTURING CHROMOSOME CONFORMATION: Methods and Protocols(2021)

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Abstract
Chromatin Conformation Capture techniques have unveiled several layers of chromosome organization such as the segregation in compartments, the folding in topologically associating domains (TADs), and site-specific looping interactions. The discovery of this genome hierarchical organization emerged from the computational analysis of chromatin capture data. With the increasing availability of such data, automatic pipelines for the robust comparison, grouping, and classification of multiple experiments are needed. Here we present a pipeline based on the TADbit framework that emphasizes reproducibility, automation, quality check, and statistical robustness. This comprehensive modular pipeline covers all the steps from the sequencing products to the visualization of reconstructed 3D models of the chromatin.
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Key words
Chromosome Conformation Capture data analysis, Read mapping, Interaction filtering, Matrix normalization, Detection of compartments, Detection of TADs, 3D modeling, 3D visualization
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