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Profiling the immune epigenome across global cattle breeds
BACKGROUND: Understanding the variation between well and poorly adapted cattle breeds to local environments and pathogens is essential for breeding cattle with improved climate and disease-resistant phenotypes. Although considerable progress has been made towards identifying genetic differences betw...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10204299/ https://www.ncbi.nlm.nih.gov/pubmed/37218021 http://dx.doi.org/10.1186/s13059-023-02964-3 |
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author | Powell, Jessica Talenti, Andrea Fisch, Andressa Hemmink, Johanneke D. Paxton, Edith Toye, Philip Santos, Isabel Ferreira, Beatriz R. Connelley, Tim K. Morrison, Liam J. Prendergast, James G. D. |
author_facet | Powell, Jessica Talenti, Andrea Fisch, Andressa Hemmink, Johanneke D. Paxton, Edith Toye, Philip Santos, Isabel Ferreira, Beatriz R. Connelley, Tim K. Morrison, Liam J. Prendergast, James G. D. |
author_sort | Powell, Jessica |
collection | PubMed |
description | BACKGROUND: Understanding the variation between well and poorly adapted cattle breeds to local environments and pathogens is essential for breeding cattle with improved climate and disease-resistant phenotypes. Although considerable progress has been made towards identifying genetic differences between breeds, variation at the epigenetic and chromatin levels remains poorly characterized. Here, we generate, sequence and analyse over 150 libraries at base-pair resolution to explore the dynamics of DNA methylation and chromatin accessibility of the bovine immune system across three distinct cattle lineages. RESULTS: We find extensive epigenetic divergence between the taurine and indicine cattle breeds across immune cell types, which is linked to the levels of local DNA sequence divergence between the two cattle sub-species. The unique cell type profiles enable the deconvolution of complex cellular mixtures using digital cytometry approaches. Finally, we show distinct sub-categories of CpG islands based on their chromatin and methylation profiles that discriminate between classes of distal and gene proximal islands linked to discrete transcriptional states. CONCLUSIONS: Our study provides a comprehensive resource of DNA methylation, chromatin accessibility and RNA expression profiles of three diverse cattle populations. The findings have important implications, from understanding how genetic editing across breeds, and consequently regulatory backgrounds, may have distinct impacts to designing effective cattle epigenome-wide association studies in non-European breeds. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-023-02964-3. |
format | Online Article Text |
id | pubmed-10204299 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-102042992023-05-24 Profiling the immune epigenome across global cattle breeds Powell, Jessica Talenti, Andrea Fisch, Andressa Hemmink, Johanneke D. Paxton, Edith Toye, Philip Santos, Isabel Ferreira, Beatriz R. Connelley, Tim K. Morrison, Liam J. Prendergast, James G. D. Genome Biol Research BACKGROUND: Understanding the variation between well and poorly adapted cattle breeds to local environments and pathogens is essential for breeding cattle with improved climate and disease-resistant phenotypes. Although considerable progress has been made towards identifying genetic differences between breeds, variation at the epigenetic and chromatin levels remains poorly characterized. Here, we generate, sequence and analyse over 150 libraries at base-pair resolution to explore the dynamics of DNA methylation and chromatin accessibility of the bovine immune system across three distinct cattle lineages. RESULTS: We find extensive epigenetic divergence between the taurine and indicine cattle breeds across immune cell types, which is linked to the levels of local DNA sequence divergence between the two cattle sub-species. The unique cell type profiles enable the deconvolution of complex cellular mixtures using digital cytometry approaches. Finally, we show distinct sub-categories of CpG islands based on their chromatin and methylation profiles that discriminate between classes of distal and gene proximal islands linked to discrete transcriptional states. CONCLUSIONS: Our study provides a comprehensive resource of DNA methylation, chromatin accessibility and RNA expression profiles of three diverse cattle populations. The findings have important implications, from understanding how genetic editing across breeds, and consequently regulatory backgrounds, may have distinct impacts to designing effective cattle epigenome-wide association studies in non-European breeds. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-023-02964-3. BioMed Central 2023-05-22 /pmc/articles/PMC10204299/ /pubmed/37218021 http://dx.doi.org/10.1186/s13059-023-02964-3 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 Powell, Jessica Talenti, Andrea Fisch, Andressa Hemmink, Johanneke D. Paxton, Edith Toye, Philip Santos, Isabel Ferreira, Beatriz R. Connelley, Tim K. Morrison, Liam J. Prendergast, James G. D. Profiling the immune epigenome across global cattle breeds |
title | Profiling the immune epigenome across global cattle breeds |
title_full | Profiling the immune epigenome across global cattle breeds |
title_fullStr | Profiling the immune epigenome across global cattle breeds |
title_full_unstemmed | Profiling the immune epigenome across global cattle breeds |
title_short | Profiling the immune epigenome across global cattle breeds |
title_sort | profiling the immune epigenome across global cattle breeds |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10204299/ https://www.ncbi.nlm.nih.gov/pubmed/37218021 http://dx.doi.org/10.1186/s13059-023-02964-3 |
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