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LASCA: loop and significant contact annotation pipeline

Chromatin loops represent one of the major levels of hierarchical folding of the genome. Although the situation is evolving, current methods have various difficulties with the accurate mapping of loops even in mammalian Hi-C data, and most of them fail to identify chromatin loops in animal species w...

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Autores principales: Luzhin, Artem V., Golov, Arkadiy K., Gavrilov, Alexey A., Velichko, Artem K., Ulianov, Sergey V., Razin, Sergey V., Kantidze, Omar L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7973524/
https://www.ncbi.nlm.nih.gov/pubmed/33737718
http://dx.doi.org/10.1038/s41598-021-85970-4
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author Luzhin, Artem V.
Golov, Arkadiy K.
Gavrilov, Alexey A.
Velichko, Artem K.
Ulianov, Sergey V.
Razin, Sergey V.
Kantidze, Omar L.
author_facet Luzhin, Artem V.
Golov, Arkadiy K.
Gavrilov, Alexey A.
Velichko, Artem K.
Ulianov, Sergey V.
Razin, Sergey V.
Kantidze, Omar L.
author_sort Luzhin, Artem V.
collection PubMed
description Chromatin loops represent one of the major levels of hierarchical folding of the genome. Although the situation is evolving, current methods have various difficulties with the accurate mapping of loops even in mammalian Hi-C data, and most of them fail to identify chromatin loops in animal species with substantially different genome architecture. This paper presents the loop and significant contact annotation (LASCA) pipeline, which uses Weibull distribution-based modeling to effectively identify loops and enhancer–promoter interactions in Hi-C data from evolutionarily distant species: from yeast and worms to mammals. Available at: https://github.com/ArtemLuzhin/LASCA_pipeline.
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spelling pubmed-79735242021-03-19 LASCA: loop and significant contact annotation pipeline Luzhin, Artem V. Golov, Arkadiy K. Gavrilov, Alexey A. Velichko, Artem K. Ulianov, Sergey V. Razin, Sergey V. Kantidze, Omar L. Sci Rep Article Chromatin loops represent one of the major levels of hierarchical folding of the genome. Although the situation is evolving, current methods have various difficulties with the accurate mapping of loops even in mammalian Hi-C data, and most of them fail to identify chromatin loops in animal species with substantially different genome architecture. This paper presents the loop and significant contact annotation (LASCA) pipeline, which uses Weibull distribution-based modeling to effectively identify loops and enhancer–promoter interactions in Hi-C data from evolutionarily distant species: from yeast and worms to mammals. Available at: https://github.com/ArtemLuzhin/LASCA_pipeline. Nature Publishing Group UK 2021-03-18 /pmc/articles/PMC7973524/ /pubmed/33737718 http://dx.doi.org/10.1038/s41598-021-85970-4 Text en © The Author(s) 2021 Open Access This 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/.
spellingShingle Article
Luzhin, Artem V.
Golov, Arkadiy K.
Gavrilov, Alexey A.
Velichko, Artem K.
Ulianov, Sergey V.
Razin, Sergey V.
Kantidze, Omar L.
LASCA: loop and significant contact annotation pipeline
title LASCA: loop and significant contact annotation pipeline
title_full LASCA: loop and significant contact annotation pipeline
title_fullStr LASCA: loop and significant contact annotation pipeline
title_full_unstemmed LASCA: loop and significant contact annotation pipeline
title_short LASCA: loop and significant contact annotation pipeline
title_sort lasca: loop and significant contact annotation pipeline
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7973524/
https://www.ncbi.nlm.nih.gov/pubmed/33737718
http://dx.doi.org/10.1038/s41598-021-85970-4
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