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Updated: Jan 3, 2026

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Hi-C: A Method to Study the Three-dimensional Architecture of Genomes.
Published on: May 6, 2010
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HiCeekR: A Novel Shiny App for Hi-C Data Analysis
Lucio Di Filippo1, Dario Righelli2, Miriam Gagliardi3,4
1Telethon Institute of Genetics and Medicine (TIGEM), Pozzuoli, Italy.
Frontiers in Genetics
|November 22, 2019
Summary
HiCeekR is a new R Graphical User Interface (GUI) for easy, complete analysis of High-throughput Chromosome Conformation Capture (Hi-C) data. It integrates multiple tools for genome-wide 3D chromatin organization studies.
Area of Science:
- Genomics
- Molecular Biology
- Bioinformatics
Background:
- High-throughput Chromosome Conformation Capture (Hi-C) is crucial for studying genome-wide 3D chromatin organization.
- Existing Hi-C analysis tools often lack comprehensive pipelines, multi-omic integration, and user-friendly interfaces, primarily targeting expert users.
Purpose of the Study:
- To introduce HiCeekR, a novel R Graphical User Interface (GUI) designed for accessible and complete Hi-C data analysis.
- To provide a user-friendly platform that simplifies the complex process of analyzing 3D chromatin organization.
Main Methods:
- Development of HiCeekR, an R package utilizing Shiny libraries for an interactive GUI.
- Integration of established R/Bioconductor packages for comprehensive Hi-C data pre-processing, analysis, and visualization.
- Demonstration of HiCeekR's capabilities using a publicly available Hi-C dataset.
Main Results:
- HiCeekR offers an exhaustive analysis pipeline for Hi-C data, including identification of chromatin loops, topological associating domains, and A/B compartments.
- The GUI facilitates the integration and visualization of other omic data layers alongside Hi-C data.
- The tool guides users through the entire analysis process, reducing the need for command-line expertise.
Conclusions:
- HiCeekR significantly lowers the barrier to entry for researchers conducting Hi-C data analysis.
- The platform enhances the accessibility and efficiency of studying 3D genome architecture.
- HiCeekR empowers a broader range of researchers to perform advanced chromatin organization analyses.
Keywords:
Hi-Cgenome organizationlong-range interactionstopologically associating domainsuser-friendly interface
