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Orchestrating chromosome conformation capture analysis with Bioconductor

Author

Listed:
  • Jacques Serizay

    (Université Paris Cité, Unité Régulation Spatiale des Génomes)

  • Cyril Matthey-Doret

    (Université Paris Cité, Unité Régulation Spatiale des Génomes
    Sorbonne Université, Collège Doctoral
    École Polytechnique Fédérale de Lausanne)

  • Amaury Bignaud

    (Université Paris Cité, Unité Régulation Spatiale des Génomes
    Sorbonne Université, Collège Doctoral)

  • Lyam Baudry

    (Université Paris Cité, Unité Régulation Spatiale des Génomes
    Sorbonne Université, Collège Doctoral
    Université de Lausanne, Center for Integrative Genomics, Quartier Sorge)

  • Romain Koszul

    (Université Paris Cité, Unité Régulation Spatiale des Génomes)

Abstract

Genome-wide chromatin conformation capture assays provide formidable insights into the spatial organization of genomes. However, due to the complexity of the data structure, their integration in multi-omics workflows remains challenging. We present data structures, computational methods and visualization tools available in Bioconductor to investigate Hi-C, micro-C and other 3C-related data, in R. An online book ( https://bioconductor.org/books/OHCA/ ) further provides prospective end users with a number of workflows to process, import, analyze and visualize any type of chromosome conformation capture data.

Suggested Citation

  • Jacques Serizay & Cyril Matthey-Doret & Amaury Bignaud & Lyam Baudry & Romain Koszul, 2024. "Orchestrating chromosome conformation capture analysis with Bioconductor," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-44761-x
    DOI: 10.1038/s41467-024-44761-x
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    1. Sarah B. Reiff & Andrew J. Schroeder & Koray Kırlı & Andrea Cosolo & Clara Bakker & Luisa Mercado & Soohyun Lee & Alexander D. Veit & Alexander K. Balashov & Carl Vitzthum & William Ronchetti & Kent M, 2022. "Author Correction: The 4D Nucleome Data Portal as a resource for searching and visualizing curated nucleomics data," Nature Communications, Nature, vol. 13(1), pages 1-1, December.
    2. Jesse R. Dixon & Siddarth Selvaraj & Feng Yue & Audrey Kim & Yan Li & Yin Shen & Ming Hu & Jun S. Liu & Bing Ren, 2012. "Topological domains in mammalian genomes identified by analysis of chromatin interactions," Nature, Nature, vol. 485(7398), pages 376-380, May.
    3. Michael Lawrence & Wolfgang Huber & Hervé Pagès & Patrick Aboyoun & Marc Carlson & Robert Gentleman & Martin T Morgan & Vincent J Carey, 2013. "Software for Computing and Annotating Genomic Ranges," PLOS Computational Biology, Public Library of Science, vol. 9(8), pages 1-10, August.
    4. Sarah B. Reiff & Andrew J. Schroeder & Koray Kırlı & Andrea Cosolo & Clara Bakker & Luisa Mercado & Soohyun Lee & Alexander D. Veit & Alexander K. Balashov & Carl Vitzthum & William Ronchetti & Kent M, 2022. "The 4D Nucleome Data Portal as a resource for searching and visualizing curated nucleomics data," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    5. Yuanlong Liu & Luca Nanni & Stephanie Sungalee & Marie Zufferey & Daniele Tavernari & Marco Mina & Stefano Ceri & Elisa Oricchio & Giovanni Ciriello, 2021. "Systematic inference and comparison of multi-scale chromatin sub-compartments connects spatial organization to cell phenotypes," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    6. Hervé Marie-Nelly & Martial Marbouty & Axel Cournac & Jean-François Flot & Gianni Liti & Dante Poggi Parodi & Sylvie Syan & Nancy Guillén & Antoine Margeot & Christophe Zimmer & Romain Koszul, 2014. "High-quality genome (re)assembly using chromosomal contact data," Nature Communications, Nature, vol. 5(1), pages 1-10, December.
    7. Emily Crane & Qian Bian & Rachel Patton McCord & Bryan R. Lajoie & Bayly S. Wheeler & Edward J. Ralston & Satoru Uzawa & Job Dekker & Barbara J. Meyer, 2015. "Condensin-driven remodelling of X chromosome topology during dosage compensation," Nature, Nature, vol. 523(7559), pages 240-244, July.
    8. Cyril Matthey-Doret & Lyam Baudry & Axel Breuer & Rémi Montagne & Nadège Guiglielmoni & Vittore Scolari & Etienne Jean & Arnaud Campeas & Philippe Henri Chanut & Edgar Oriol & Adrien Méot & Laurent Po, 2020. "Computer vision for pattern detection in chromosome contact maps," Nature Communications, Nature, vol. 11(1), pages 1-11, December.
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