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Pentad: a tool for distance-dependent analysis of Hi-C interactions within and between chromatin compartments

BACKGROUND: Understanding the role of various factors in 3D genome organization is essential to determine their impact on shaping large-scale chromatin units such as euchromatin (A) and heterochromatin (B) compartments. At this level, chromatin compaction is extensively modulated when transcription...

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Autores principales: Magnitov, Mikhail D., Garaev, Azat K., Tyakht, Alexander V., Ulianov, Sergey V., Razin, Sergey V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8976968/
https://www.ncbi.nlm.nih.gov/pubmed/35366792
http://dx.doi.org/10.1186/s12859-022-04654-6
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author Magnitov, Mikhail D.
Garaev, Azat K.
Tyakht, Alexander V.
Ulianov, Sergey V.
Razin, Sergey V.
author_facet Magnitov, Mikhail D.
Garaev, Azat K.
Tyakht, Alexander V.
Ulianov, Sergey V.
Razin, Sergey V.
author_sort Magnitov, Mikhail D.
collection PubMed
description BACKGROUND: Understanding the role of various factors in 3D genome organization is essential to determine their impact on shaping large-scale chromatin units such as euchromatin (A) and heterochromatin (B) compartments. At this level, chromatin compaction is extensively modulated when transcription and epigenetic profiles change upon cell differentiation and response to various external impacts. However, detailed analysis of chromatin contact patterns within and between compartments is complicated because of a lack of suitable computational methods. RESULTS: We developed a tool, Pentad, to perform calculation, visualisation and quantitative analysis of the average chromatin compartment from the Hi-C matrices in cis, trans, and specified genomic distances. As we demonstrated by applying Pentad to publicly available Hi-C datasets, it helps to reliably detect redistribution of contact frequency in the chromatin compartments and assess alterations in the compartment strength. CONCLUSIONS: Pentad is a simple tool for the analysis of changes in chromatin compartmentalization in various biological conditions. Pentad is freely available at https://github.com/magnitov/pentad. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12859-022-04654-6.
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spelling pubmed-89769682022-04-04 Pentad: a tool for distance-dependent analysis of Hi-C interactions within and between chromatin compartments Magnitov, Mikhail D. Garaev, Azat K. Tyakht, Alexander V. Ulianov, Sergey V. Razin, Sergey V. BMC Bioinformatics Software BACKGROUND: Understanding the role of various factors in 3D genome organization is essential to determine their impact on shaping large-scale chromatin units such as euchromatin (A) and heterochromatin (B) compartments. At this level, chromatin compaction is extensively modulated when transcription and epigenetic profiles change upon cell differentiation and response to various external impacts. However, detailed analysis of chromatin contact patterns within and between compartments is complicated because of a lack of suitable computational methods. RESULTS: We developed a tool, Pentad, to perform calculation, visualisation and quantitative analysis of the average chromatin compartment from the Hi-C matrices in cis, trans, and specified genomic distances. As we demonstrated by applying Pentad to publicly available Hi-C datasets, it helps to reliably detect redistribution of contact frequency in the chromatin compartments and assess alterations in the compartment strength. CONCLUSIONS: Pentad is a simple tool for the analysis of changes in chromatin compartmentalization in various biological conditions. Pentad is freely available at https://github.com/magnitov/pentad. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12859-022-04654-6. BioMed Central 2022-04-02 /pmc/articles/PMC8976968/ /pubmed/35366792 http://dx.doi.org/10.1186/s12859-022-04654-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Software
Magnitov, Mikhail D.
Garaev, Azat K.
Tyakht, Alexander V.
Ulianov, Sergey V.
Razin, Sergey V.
Pentad: a tool for distance-dependent analysis of Hi-C interactions within and between chromatin compartments
title Pentad: a tool for distance-dependent analysis of Hi-C interactions within and between chromatin compartments
title_full Pentad: a tool for distance-dependent analysis of Hi-C interactions within and between chromatin compartments
title_fullStr Pentad: a tool for distance-dependent analysis of Hi-C interactions within and between chromatin compartments
title_full_unstemmed Pentad: a tool for distance-dependent analysis of Hi-C interactions within and between chromatin compartments
title_short Pentad: a tool for distance-dependent analysis of Hi-C interactions within and between chromatin compartments
title_sort pentad: a tool for distance-dependent analysis of hi-c interactions within and between chromatin compartments
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8976968/
https://www.ncbi.nlm.nih.gov/pubmed/35366792
http://dx.doi.org/10.1186/s12859-022-04654-6
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