Publication | Open Access
ChIA-PIPE: A fully automated pipeline for comprehensive ChIA-PET data analysis and visualization
47
Citations
28
References
2020
Year
EngineeringData ExplorationMolecular BiologyBioinformatics DatabaseEpigeneticsInteractive VisualizationData ScienceRobust Analytic PipelineComputational VisualizationData IntegrationBiological Network VisualizationData ManagementChromatin InteractionsRadiologyMedical ImagingInteractomicsOmicsData WranglingBioinformaticsFunctional GenomicsChromatin Interaction AnalysisChromatinChromatin RemodelingOmics DatasetsScientific VisualizationComputational BiologySystems BiologyMedicine
ChIA-PET (chromatin interaction analysis with paired-end tags) enables genome-wide discovery of chromatin interactions involving specific protein factors, with base pair resolution. Interpretation of ChIA-PET data requires a robust analytic pipeline. Here, we introduce ChIA-PIPE, a fully automated pipeline for ChIA-PET data processing, quality assessment, visualization, and analysis. ChIA-PIPE performs linker filtering, read mapping, peak calling, and loop calling and automates quality control assessment for each dataset. To enable visualization, ChIA-PIPE generates input files for two-dimensional contact map viewing with Juicebox and HiGlass and provides a new dockerized visualization tool for high-resolution, browser-based exploration of peaks and loops. To enable structural interpretation, ChIA-PIPE calls chromatin contact domains, resolves allele-specific peaks and loops, and annotates enhancer-promoter loops. ChIA-PIPE also supports the analysis of other related chromatin-mapping data types.
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