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Published on: November 10, 2023
GITAR: An Open Source Tool for Analysis and Visualization of Hi-C Data.
Riccardo Calandrelli1, Qiuyang Wu2, Jihong Guan2
1Department of Bioengineering, University of California San Diego, La Jolla, CA 92093, USA.
Genome Interaction Tools and Resources (GITAR) is a new software for comprehensive Hi-C data analysis. It simplifies processing, visualization, and topologically-associated domain (TAD) analysis for researchers without bioinformatics expertise.
Area of Science:
- Genomics
- Bioinformatics
- Computational Biology
Background:
- Chromatin interactions are crucial for genomic functions.
- Hi-C technology enables detection of genome-wide interactions.
- Topologically-associated domains (TADs) are key structural units within the genome.
Purpose of the Study:
- To present GITAR, a comprehensive software suite for Hi-C data analysis.
- To provide tools for data preprocessing, normalization, visualization, and TAD analysis.
- To make Hi-C data analysis accessible to users with limited programming experience.
Main Methods:
- Development of GITAR, comprising HiCtool (Python library) and a processed data library.
- HiCtool guides users through a pipeline from raw Hi-C data to contact matrices and TAD coordinates.
- Standardized processing of human and mouse Hi-C datasets.
Main Results:
- GITAR facilitates step-by-step Hi-C data processing and analysis.
- The software enables computation, visualization, and storage of intra-chromosomal contact matrices and TADs.
- A curated library of processed datasets allows for consistent cross-dataset comparisons.
Conclusions:
- GITAR democratizes Hi-C data analysis, empowering researchers without bioinformatics expertise.
- The integrated tools and processed data accelerate genomic interaction studies.
- GITAR is available as open-source software, promoting wider adoption and research.
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