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Defining the separation landscape of topological domains for decoding consensus domain organization of the 3D genome

Topologically associating domains (TADs) have emerged as basic structural and functional units of genome organization and have been determined by many computational methods from Hi-C contact maps. However, the TADs obtained by different methods vary greatly, which makes the accurate determination of...

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Autores principales: Dang, Dachang, Zhang, Shao-Wu, Duan, Ran, Zhang, Shihua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10078287/
https://www.ncbi.nlm.nih.gov/pubmed/36894325
http://dx.doi.org/10.1101/gr.277187.122
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author Dang, Dachang
Zhang, Shao-Wu
Duan, Ran
Zhang, Shihua
author_facet Dang, Dachang
Zhang, Shao-Wu
Duan, Ran
Zhang, Shihua
author_sort Dang, Dachang
collection PubMed
description Topologically associating domains (TADs) have emerged as basic structural and functional units of genome organization and have been determined by many computational methods from Hi-C contact maps. However, the TADs obtained by different methods vary greatly, which makes the accurate determination of TADs a challenging issue and hinders subsequent biological analyses about their organization and functions. Obvious inconsistencies among the TADs identified by different methods indeed make the statistical and biological properties of TADs overly depend on the chosen method rather than on the data. To this end, we use the consensus structural information captured by these methods to define the TAD separation landscape for decoding the consensus domain organization of the 3D genome. We show that the TAD separation landscape could be used to compare domain boundaries across multiple cell types for discovering conserved and divergent topological structures, decipher three types of boundary regions with diverse biological features, and identify consensus TADs (ConsTADs). We illustrate that these analyses could deepen our understanding of the relationships between the topological domains and chromatin states, gene expression, and DNA replication timing.
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spelling pubmed-100782872023-09-01 Defining the separation landscape of topological domains for decoding consensus domain organization of the 3D genome Dang, Dachang Zhang, Shao-Wu Duan, Ran Zhang, Shihua Genome Res Methods Topologically associating domains (TADs) have emerged as basic structural and functional units of genome organization and have been determined by many computational methods from Hi-C contact maps. However, the TADs obtained by different methods vary greatly, which makes the accurate determination of TADs a challenging issue and hinders subsequent biological analyses about their organization and functions. Obvious inconsistencies among the TADs identified by different methods indeed make the statistical and biological properties of TADs overly depend on the chosen method rather than on the data. To this end, we use the consensus structural information captured by these methods to define the TAD separation landscape for decoding the consensus domain organization of the 3D genome. We show that the TAD separation landscape could be used to compare domain boundaries across multiple cell types for discovering conserved and divergent topological structures, decipher three types of boundary regions with diverse biological features, and identify consensus TADs (ConsTADs). We illustrate that these analyses could deepen our understanding of the relationships between the topological domains and chromatin states, gene expression, and DNA replication timing. Cold Spring Harbor Laboratory Press 2023-03 /pmc/articles/PMC10078287/ /pubmed/36894325 http://dx.doi.org/10.1101/gr.277187.122 Text en © 2023 Dang et al.; Published by Cold Spring Harbor Laboratory Press https://creativecommons.org/licenses/by-nc/4.0/This article is distributed exclusively by Cold Spring Harbor Laboratory Press for the first six months after the full-issue publication date (see https://genome.cshlp.org/site/misc/terms.xhtml). After six months, it is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) .
spellingShingle Methods
Dang, Dachang
Zhang, Shao-Wu
Duan, Ran
Zhang, Shihua
Defining the separation landscape of topological domains for decoding consensus domain organization of the 3D genome
title Defining the separation landscape of topological domains for decoding consensus domain organization of the 3D genome
title_full Defining the separation landscape of topological domains for decoding consensus domain organization of the 3D genome
title_fullStr Defining the separation landscape of topological domains for decoding consensus domain organization of the 3D genome
title_full_unstemmed Defining the separation landscape of topological domains for decoding consensus domain organization of the 3D genome
title_short Defining the separation landscape of topological domains for decoding consensus domain organization of the 3D genome
title_sort defining the separation landscape of topological domains for decoding consensus domain organization of the 3d genome
topic Methods
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10078287/
https://www.ncbi.nlm.nih.gov/pubmed/36894325
http://dx.doi.org/10.1101/gr.277187.122
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