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Nasal DNA methylation at three CpG sites predicts childhood allergic disease
Childhood allergic diseases, including asthma, rhinitis and eczema, are prevalent conditions that share strong genetic and environmental components. Diagnosis relies on clinical history and measurements of allergen-specific IgE. We hypothesize that a multi-omics model could accurately diagnose child...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9715628/ https://www.ncbi.nlm.nih.gov/pubmed/36456559 http://dx.doi.org/10.1038/s41467-022-35088-6 |
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author | van Breugel, Merlijn Qi, Cancan Xu, Zhongli Pedersen, Casper-Emil T. Petoukhov, Ilya Vonk, Judith M. Gehring, Ulrike Berg, Marijn Bügel, Marnix Carpaij, Orestes A. Forno, Erick Morin, Andréanne Eliasen, Anders U. Jiang, Yale van den Berge, Maarten Nawijn, Martijn C. Li, Yang Chen, Wei Bont, Louis J. Bønnelykke, Klaus Celedón, Juan C. Koppelman, Gerard H. Xu, Cheng-Jian |
author_facet | van Breugel, Merlijn Qi, Cancan Xu, Zhongli Pedersen, Casper-Emil T. Petoukhov, Ilya Vonk, Judith M. Gehring, Ulrike Berg, Marijn Bügel, Marnix Carpaij, Orestes A. Forno, Erick Morin, Andréanne Eliasen, Anders U. Jiang, Yale van den Berge, Maarten Nawijn, Martijn C. Li, Yang Chen, Wei Bont, Louis J. Bønnelykke, Klaus Celedón, Juan C. Koppelman, Gerard H. Xu, Cheng-Jian |
author_sort | van Breugel, Merlijn |
collection | PubMed |
description | Childhood allergic diseases, including asthma, rhinitis and eczema, are prevalent conditions that share strong genetic and environmental components. Diagnosis relies on clinical history and measurements of allergen-specific IgE. We hypothesize that a multi-omics model could accurately diagnose childhood allergic disease. We show that nasal DNA methylation has the strongest predictive power to diagnose childhood allergy, surpassing blood DNA methylation, genetic risk scores, and environmental factors. DNA methylation at only three nasal CpG sites classifies allergic disease in Dutch children aged 16 years well, with an area under the curve (AUC) of 0.86. This is replicated in Puerto Rican children aged 9–20 years (AUC 0.82). DNA methylation at these CpGs additionally detects allergic multimorbidity and symptomatic IgE sensitization. Using nasal single-cell RNA-sequencing data, these three CpGs associate with influx of T cells and macrophages that contribute to allergic inflammation. Our study suggests the potential of methylation-based allergy diagnosis. |
format | Online Article Text |
id | pubmed-9715628 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-97156282022-12-03 Nasal DNA methylation at three CpG sites predicts childhood allergic disease van Breugel, Merlijn Qi, Cancan Xu, Zhongli Pedersen, Casper-Emil T. Petoukhov, Ilya Vonk, Judith M. Gehring, Ulrike Berg, Marijn Bügel, Marnix Carpaij, Orestes A. Forno, Erick Morin, Andréanne Eliasen, Anders U. Jiang, Yale van den Berge, Maarten Nawijn, Martijn C. Li, Yang Chen, Wei Bont, Louis J. Bønnelykke, Klaus Celedón, Juan C. Koppelman, Gerard H. Xu, Cheng-Jian Nat Commun Article Childhood allergic diseases, including asthma, rhinitis and eczema, are prevalent conditions that share strong genetic and environmental components. Diagnosis relies on clinical history and measurements of allergen-specific IgE. We hypothesize that a multi-omics model could accurately diagnose childhood allergic disease. We show that nasal DNA methylation has the strongest predictive power to diagnose childhood allergy, surpassing blood DNA methylation, genetic risk scores, and environmental factors. DNA methylation at only three nasal CpG sites classifies allergic disease in Dutch children aged 16 years well, with an area under the curve (AUC) of 0.86. This is replicated in Puerto Rican children aged 9–20 years (AUC 0.82). DNA methylation at these CpGs additionally detects allergic multimorbidity and symptomatic IgE sensitization. Using nasal single-cell RNA-sequencing data, these three CpGs associate with influx of T cells and macrophages that contribute to allergic inflammation. Our study suggests the potential of methylation-based allergy diagnosis. Nature Publishing Group UK 2022-12-01 /pmc/articles/PMC9715628/ /pubmed/36456559 http://dx.doi.org/10.1038/s41467-022-35088-6 Text en © The Author(s) 2022 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 van Breugel, Merlijn Qi, Cancan Xu, Zhongli Pedersen, Casper-Emil T. Petoukhov, Ilya Vonk, Judith M. Gehring, Ulrike Berg, Marijn Bügel, Marnix Carpaij, Orestes A. Forno, Erick Morin, Andréanne Eliasen, Anders U. Jiang, Yale van den Berge, Maarten Nawijn, Martijn C. Li, Yang Chen, Wei Bont, Louis J. Bønnelykke, Klaus Celedón, Juan C. Koppelman, Gerard H. Xu, Cheng-Jian Nasal DNA methylation at three CpG sites predicts childhood allergic disease |
title | Nasal DNA methylation at three CpG sites predicts childhood allergic disease |
title_full | Nasal DNA methylation at three CpG sites predicts childhood allergic disease |
title_fullStr | Nasal DNA methylation at three CpG sites predicts childhood allergic disease |
title_full_unstemmed | Nasal DNA methylation at three CpG sites predicts childhood allergic disease |
title_short | Nasal DNA methylation at three CpG sites predicts childhood allergic disease |
title_sort | nasal dna methylation at three cpg sites predicts childhood allergic disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9715628/ https://www.ncbi.nlm.nih.gov/pubmed/36456559 http://dx.doi.org/10.1038/s41467-022-35088-6 |
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