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ChIA-PIPE: A fully automated pipeline for comprehensive ChIA-PET data analysis and visualization

机译:嘉管:全自动管道,用于全面的Chia-PET数据分析和可视化

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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.
机译:Chia-PET(带有配对末端标签的染色质相互作用分析)使涉及特异性蛋白因子的染色质相互作用的基因组发现,具有基对分辨率。解释Chia-Pet数据需要强大的分析管道。在这里,我们介绍了Chia-Pipe,一个全自动管道,用于Chia-Pet数据处理,质量评估,可视化和分析。 Chia-Pipe执行链接过滤,读取映射,峰值调用和循环调用,并为每个数据集自动化质量控制评估。为了启用可视化,Chia-Pipe会使用果盒和Higlass查看二维联系地图的输入文件,并为高分辨率,基于浏览器的峰和循环提供新的Dockerized可视化工具。为了实现结构解释,Chia-Pipe呼叫染色质接触域,解决了等位基因特异性峰和环,并注释了增强剂 - 启动子环。 Chia-Pipe还支持对其他相关的染色质映射数据类型的分析。

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