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Genetic variation in cis-regulatory domains suggests cell type-specific regulatory mechanisms in immunity
Studying the interplay between genetic variation, epigenetic changes, and regulation of gene expression is crucial to understand the modification of cellular states in various conditions, including immune diseases. In this study, we characterize the cell-specificity in three key cells of the human i...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10050075/ https://www.ncbi.nlm.nih.gov/pubmed/36977773 http://dx.doi.org/10.1038/s42003-023-04688-3 |
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author | Avalos, Diana Rey, Guillaume Ribeiro, Diogo M. Ramisch, Anna Dermitzakis, Emmanouil T. Delaneau, Olivier |
author_facet | Avalos, Diana Rey, Guillaume Ribeiro, Diogo M. Ramisch, Anna Dermitzakis, Emmanouil T. Delaneau, Olivier |
author_sort | Avalos, Diana |
collection | PubMed |
description | Studying the interplay between genetic variation, epigenetic changes, and regulation of gene expression is crucial to understand the modification of cellular states in various conditions, including immune diseases. In this study, we characterize the cell-specificity in three key cells of the human immune system by building cis maps of regulatory regions with coordinated activity (CRDs) from ChIP-seq peaks and methylation data. We find that only 33% of CRD-gene associations are shared between cell types, revealing how similarly located regulatory regions provide cell-specific modulation of gene activity. We emphasize important biological mechanisms, as most of our associations are enriched in cell-specific transcription factor binding sites, blood-traits, and immune disease-associated loci. Notably, we show that CRD-QTLs aid in interpreting GWAS findings and help prioritize variants for testing functional hypotheses within human complex diseases. Additionally, we map trans CRD regulatory associations, and among 207 trans-eQTLs discovered, 46 overlap with the QTLGen Consortium meta-analysis in whole blood, showing that mapping functional regulatory units using population genomics allows discovering important mechanisms in the regulation of gene expression in immune cells. Finally, we constitute a comprehensive resource describing multi-omics changes to gain a greater understanding of cell-type specific regulatory mechanisms of immunity. |
format | Online Article Text |
id | pubmed-10050075 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100500752023-03-30 Genetic variation in cis-regulatory domains suggests cell type-specific regulatory mechanisms in immunity Avalos, Diana Rey, Guillaume Ribeiro, Diogo M. Ramisch, Anna Dermitzakis, Emmanouil T. Delaneau, Olivier Commun Biol Article Studying the interplay between genetic variation, epigenetic changes, and regulation of gene expression is crucial to understand the modification of cellular states in various conditions, including immune diseases. In this study, we characterize the cell-specificity in three key cells of the human immune system by building cis maps of regulatory regions with coordinated activity (CRDs) from ChIP-seq peaks and methylation data. We find that only 33% of CRD-gene associations are shared between cell types, revealing how similarly located regulatory regions provide cell-specific modulation of gene activity. We emphasize important biological mechanisms, as most of our associations are enriched in cell-specific transcription factor binding sites, blood-traits, and immune disease-associated loci. Notably, we show that CRD-QTLs aid in interpreting GWAS findings and help prioritize variants for testing functional hypotheses within human complex diseases. Additionally, we map trans CRD regulatory associations, and among 207 trans-eQTLs discovered, 46 overlap with the QTLGen Consortium meta-analysis in whole blood, showing that mapping functional regulatory units using population genomics allows discovering important mechanisms in the regulation of gene expression in immune cells. Finally, we constitute a comprehensive resource describing multi-omics changes to gain a greater understanding of cell-type specific regulatory mechanisms of immunity. Nature Publishing Group UK 2023-03-28 /pmc/articles/PMC10050075/ /pubmed/36977773 http://dx.doi.org/10.1038/s42003-023-04688-3 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Avalos, Diana Rey, Guillaume Ribeiro, Diogo M. Ramisch, Anna Dermitzakis, Emmanouil T. Delaneau, Olivier Genetic variation in cis-regulatory domains suggests cell type-specific regulatory mechanisms in immunity |
title | Genetic variation in cis-regulatory domains suggests cell type-specific regulatory mechanisms in immunity |
title_full | Genetic variation in cis-regulatory domains suggests cell type-specific regulatory mechanisms in immunity |
title_fullStr | Genetic variation in cis-regulatory domains suggests cell type-specific regulatory mechanisms in immunity |
title_full_unstemmed | Genetic variation in cis-regulatory domains suggests cell type-specific regulatory mechanisms in immunity |
title_short | Genetic variation in cis-regulatory domains suggests cell type-specific regulatory mechanisms in immunity |
title_sort | genetic variation in cis-regulatory domains suggests cell type-specific regulatory mechanisms in immunity |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10050075/ https://www.ncbi.nlm.nih.gov/pubmed/36977773 http://dx.doi.org/10.1038/s42003-023-04688-3 |
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