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. 2024 Jun 3;40(6):btae352.
doi: 10.1093/bioinformatics/btae352.

Mariner: explore the Hi-Cs

Affiliations

Mariner: explore the Hi-Cs

Eric S Davis et al. Bioinformatics. .

Abstract

Motivation: 3D chromatin structure plays an important role in regulating gene expression and alterations to this structure can result in developmental abnormalities and disease. While genomic approaches like Hi-C and Micro-C can provide valuable insights in 3D chromatin architecture, the resulting datasets are extremely large and difficult to manipulate.

Results: Here, we present mariner, a rapid and memory efficient tool to extract, aggregate, and plot data from Hi-C matrices within the R/Bioconductor environment. Mariner simplifies the process of querying and extracting contacts from multiple Hi-C files using a parallel and block-processing approach. Modular functions allow complete workflow customization for advanced users, yet all-in-one functions are available for running the most common types of analyses. Finally, tight integration with existing Bioconductor infrastructure enables complete analysis and visualization of Hi-C data in R.

Availability and implementation: Available on GitHub at https://github.com/EricSDavis/mariner and on Bioconductor at https://www.bioconductor.org/packages/release/bioc/html/mariner.html.

PubMed Disclaimer

Conflict of interest statement

None declared.

References

    1. Abdennur N, Abraham S, Fudenberg G. et al.; Cooltools: Enabling high-resolution Hi-C analysis in Python. PLoS Comput Biol. 2024;20(5):e1012067. - PMC - PubMed
    1. Chang J-M, Weng Y-F, Chang W-T. et al. HiCmapTools: a tool to access HiC contact maps. BMC Bioinformatics 2022;23:64. - PMC - PubMed
    1. Durand NC, Shamim MS, Machol I. et al. Juicer provides a One-Click system for analyzing Loop-Resolution Hi-C experiments. Cell Syst 2016;3:95–8. - PMC - PubMed
    1. Flyamer IM, Illingworth RS, Bickmore WA.. Coolpup.py: versatile pile-up analysis of Hi-C data. Bioinformatics 2020;36:2980–5. - PMC - PubMed
    1. Gentleman RC, Carey VJ, Bates DM. et al. Bioconductor: open software development for computational biology and bioinformatics. Genome Biol 2004;5:R80. - PMC - PubMed

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