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Circuit topology analysis of cellular genome reveals signature motifs, conformational heterogeneity, and scaling

Reciprocal regulation of genome topology and function is a fundamental and enduring puzzle in biology. The wealth of data provided by Hi-C libraries offers the opportunity to unravel this relationship. However, there is a need for a comprehensive theoretical framework in order to extract topological...

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Autores principales: Scalvini, Barbara, Schiessel, Helmut, Golovnev, Anatoly, Mashaghi, Alireza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8861635/
https://www.ncbi.nlm.nih.gov/pubmed/35243229
http://dx.doi.org/10.1016/j.isci.2022.103866
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author Scalvini, Barbara
Schiessel, Helmut
Golovnev, Anatoly
Mashaghi, Alireza
author_facet Scalvini, Barbara
Schiessel, Helmut
Golovnev, Anatoly
Mashaghi, Alireza
author_sort Scalvini, Barbara
collection PubMed
description Reciprocal regulation of genome topology and function is a fundamental and enduring puzzle in biology. The wealth of data provided by Hi-C libraries offers the opportunity to unravel this relationship. However, there is a need for a comprehensive theoretical framework in order to extract topological information for genome characterization and comparison. Here, we develop a toolbox for topological analysis based on Circuit Topology, allowing for the quantification of inter- and intracellular genomic heterogeneity, at various levels of fold complexity: pairwise contact arrangement, higher-order contact arrangement, and topological fractal dimension. Single-cell Hi-C data were analyzed and characterized based on topological content, revealing not only a strong multiscale heterogeneity but also highly conserved features such as a characteristic topological length scale and topological signature motifs in the genome. We propose that these motifs inform on the topological state of the nucleus and indicate the presence of active loop extrusion.
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spelling pubmed-88616352022-03-02 Circuit topology analysis of cellular genome reveals signature motifs, conformational heterogeneity, and scaling Scalvini, Barbara Schiessel, Helmut Golovnev, Anatoly Mashaghi, Alireza iScience Article Reciprocal regulation of genome topology and function is a fundamental and enduring puzzle in biology. The wealth of data provided by Hi-C libraries offers the opportunity to unravel this relationship. However, there is a need for a comprehensive theoretical framework in order to extract topological information for genome characterization and comparison. Here, we develop a toolbox for topological analysis based on Circuit Topology, allowing for the quantification of inter- and intracellular genomic heterogeneity, at various levels of fold complexity: pairwise contact arrangement, higher-order contact arrangement, and topological fractal dimension. Single-cell Hi-C data were analyzed and characterized based on topological content, revealing not only a strong multiscale heterogeneity but also highly conserved features such as a characteristic topological length scale and topological signature motifs in the genome. We propose that these motifs inform on the topological state of the nucleus and indicate the presence of active loop extrusion. Elsevier 2022-02-05 /pmc/articles/PMC8861635/ /pubmed/35243229 http://dx.doi.org/10.1016/j.isci.2022.103866 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Scalvini, Barbara
Schiessel, Helmut
Golovnev, Anatoly
Mashaghi, Alireza
Circuit topology analysis of cellular genome reveals signature motifs, conformational heterogeneity, and scaling
title Circuit topology analysis of cellular genome reveals signature motifs, conformational heterogeneity, and scaling
title_full Circuit topology analysis of cellular genome reveals signature motifs, conformational heterogeneity, and scaling
title_fullStr Circuit topology analysis of cellular genome reveals signature motifs, conformational heterogeneity, and scaling
title_full_unstemmed Circuit topology analysis of cellular genome reveals signature motifs, conformational heterogeneity, and scaling
title_short Circuit topology analysis of cellular genome reveals signature motifs, conformational heterogeneity, and scaling
title_sort circuit topology analysis of cellular genome reveals signature motifs, conformational heterogeneity, and scaling
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8861635/
https://www.ncbi.nlm.nih.gov/pubmed/35243229
http://dx.doi.org/10.1016/j.isci.2022.103866
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