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Inferring chromatin accessibility during murine hematopoiesis through phylogenetic analysis
OBJECTIVE: Diversification of cell types and changes in epigenetic states during cell differentiation processes are important for understanding development. Recently, phylogenetic analysis using DNA methylation and histone modification information has been shown useful for inferring these processes....
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10507877/ https://www.ncbi.nlm.nih.gov/pubmed/37726849 http://dx.doi.org/10.1186/s13104-023-06507-8 |
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author | Koyanagi, Kanako O. |
author_facet | Koyanagi, Kanako O. |
author_sort | Koyanagi, Kanako O. |
collection | PubMed |
description | OBJECTIVE: Diversification of cell types and changes in epigenetic states during cell differentiation processes are important for understanding development. Recently, phylogenetic analysis using DNA methylation and histone modification information has been shown useful for inferring these processes. The purpose of this study was to examine whether chromatin accessibility data can help infer these processes in murine hematopoiesis. RESULTS: Chromatin accessibility data could partially infer the hematopoietic differentiation hierarchy. Furthermore, based on the ancestral state estimation of internal nodes, the open/closed chromatin states of differentiating progenitor cells could be predicted with a specificity of 0.86–0.99 and sensitivity of 0.29–0.72. These results suggest that the phylogenetic analysis of chromatin accessibility could offer important information on cell differentiation, particularly for organisms from which progenitor cells are difficult to obtain. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13104-023-06507-8. |
format | Online Article Text |
id | pubmed-10507877 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105078772023-09-20 Inferring chromatin accessibility during murine hematopoiesis through phylogenetic analysis Koyanagi, Kanako O. BMC Res Notes Research Note OBJECTIVE: Diversification of cell types and changes in epigenetic states during cell differentiation processes are important for understanding development. Recently, phylogenetic analysis using DNA methylation and histone modification information has been shown useful for inferring these processes. The purpose of this study was to examine whether chromatin accessibility data can help infer these processes in murine hematopoiesis. RESULTS: Chromatin accessibility data could partially infer the hematopoietic differentiation hierarchy. Furthermore, based on the ancestral state estimation of internal nodes, the open/closed chromatin states of differentiating progenitor cells could be predicted with a specificity of 0.86–0.99 and sensitivity of 0.29–0.72. These results suggest that the phylogenetic analysis of chromatin accessibility could offer important information on cell differentiation, particularly for organisms from which progenitor cells are difficult to obtain. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13104-023-06507-8. BioMed Central 2023-09-19 /pmc/articles/PMC10507877/ /pubmed/37726849 http://dx.doi.org/10.1186/s13104-023-06507-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (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 | Research Note Koyanagi, Kanako O. Inferring chromatin accessibility during murine hematopoiesis through phylogenetic analysis |
title | Inferring chromatin accessibility during murine hematopoiesis through phylogenetic analysis |
title_full | Inferring chromatin accessibility during murine hematopoiesis through phylogenetic analysis |
title_fullStr | Inferring chromatin accessibility during murine hematopoiesis through phylogenetic analysis |
title_full_unstemmed | Inferring chromatin accessibility during murine hematopoiesis through phylogenetic analysis |
title_short | Inferring chromatin accessibility during murine hematopoiesis through phylogenetic analysis |
title_sort | inferring chromatin accessibility during murine hematopoiesis through phylogenetic analysis |
topic | Research Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10507877/ https://www.ncbi.nlm.nih.gov/pubmed/37726849 http://dx.doi.org/10.1186/s13104-023-06507-8 |
work_keys_str_mv | AT koyanagikanakoo inferringchromatinaccessibilityduringmurinehematopoiesisthroughphylogeneticanalysis |