Science Advances · 2020 · 49 citations · 28 references
Life SciencesBioinformaticsMolecular BiologyChromatin BiologyChromatin StructureGenomic Data AnalysisChromatinChromatin InteractionsGenomic Data VisualizationHigh-dimensional Data VisualizationMolecular VisualizationVisual Analytics For Scientific DataChromatin Contact MapsChromatin DomainsChromatin VisualizationEnhancer-promoter ContactsEnhancer-promoter InteractionsEnhancer-promoter LoopingGenome-wide Chromatin MappingQuality Assessment
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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