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DNA methylation and aeroallergen sensitization: The chicken or the egg?
BACKGROUND: DNA methylation (DNAm) is considered a plausible pathway through which genetic and environmental factors may influence the development of allergies. However, causality has yet to be determined as it is unknown whether DNAm is rather a cause or consequence of allergic sensitization. Here,...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9482323/ https://www.ncbi.nlm.nih.gov/pubmed/36114581 http://dx.doi.org/10.1186/s13148-022-01332-5 |
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author | Kilanowski, Anna Merid, Simon Kebede Abrishamcar, Sarina Feil, Dakotah Thiering, Elisabeth Waldenberger, Melanie Melén, Erik Peters, Annette Standl, Marie Hüls, Anke |
author_facet | Kilanowski, Anna Merid, Simon Kebede Abrishamcar, Sarina Feil, Dakotah Thiering, Elisabeth Waldenberger, Melanie Melén, Erik Peters, Annette Standl, Marie Hüls, Anke |
author_sort | Kilanowski, Anna |
collection | PubMed |
description | BACKGROUND: DNA methylation (DNAm) is considered a plausible pathway through which genetic and environmental factors may influence the development of allergies. However, causality has yet to be determined as it is unknown whether DNAm is rather a cause or consequence of allergic sensitization. Here, we investigated the direction of the observed associations between well-known environmental and genetic determinants of allergy, DNAm, and aeroallergen sensitization using a combination of high-dimensional and causal mediation analyses. METHODS: Using prospectively collected data from the German LISA birth cohort from two time windows (6–10 years: N = 234; 10–15 years: N = 167), we tested whether DNAm is a cause or a consequence of aeroallergen sensitization (specific immunoglobulin E > 0.35kU/l) by conducting mediation analyses for both effect directions using maternal smoking during pregnancy, family history of allergies, and a polygenic risk score (PRS) for any allergic disease as exposure variables. We evaluated individual CpG sites (EPIC BeadChip) and allergy-related methylation risk scores (MRS) as potential mediators in the mediation analyses. We applied three high-dimensional mediation approaches (HIMA, DACT, gHMA) and validated results using causal mediation analyses. A replication of results was attempted in the Swedish BAMSE cohort. RESULTS: Using high-dimensional methods, we identified five CpGs as mediators of prenatal exposures to sensitization with significant (adjusted p < 0.05) indirect effects in the causal mediation analysis (maternal smoking: two CpGs, family history: one, PRS: two). None of these CpGs could be replicated in BAMSE. The effect of family history on allergy-related MRS was significantly mediated by aeroallergen sensitization (proportions mediated: 33.7–49.6%), suggesting changes in DNAm occurred post-sensitization. CONCLUSION: The results indicate that DNAm may be a cause or consequence of aeroallergen sensitization depending on genomic location. Allergy-related MRS, identified as a potential cause of sensitization, can be considered as a cross-sectional biomarker of disease. Differential DNAm in individual CpGs, identified as mediators of the development of sensitization, could be used as clinical predictors of disease development. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01332-5. |
format | Online Article Text |
id | pubmed-9482323 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-94823232022-09-18 DNA methylation and aeroallergen sensitization: The chicken or the egg? Kilanowski, Anna Merid, Simon Kebede Abrishamcar, Sarina Feil, Dakotah Thiering, Elisabeth Waldenberger, Melanie Melén, Erik Peters, Annette Standl, Marie Hüls, Anke Clin Epigenetics Research BACKGROUND: DNA methylation (DNAm) is considered a plausible pathway through which genetic and environmental factors may influence the development of allergies. However, causality has yet to be determined as it is unknown whether DNAm is rather a cause or consequence of allergic sensitization. Here, we investigated the direction of the observed associations between well-known environmental and genetic determinants of allergy, DNAm, and aeroallergen sensitization using a combination of high-dimensional and causal mediation analyses. METHODS: Using prospectively collected data from the German LISA birth cohort from two time windows (6–10 years: N = 234; 10–15 years: N = 167), we tested whether DNAm is a cause or a consequence of aeroallergen sensitization (specific immunoglobulin E > 0.35kU/l) by conducting mediation analyses for both effect directions using maternal smoking during pregnancy, family history of allergies, and a polygenic risk score (PRS) for any allergic disease as exposure variables. We evaluated individual CpG sites (EPIC BeadChip) and allergy-related methylation risk scores (MRS) as potential mediators in the mediation analyses. We applied three high-dimensional mediation approaches (HIMA, DACT, gHMA) and validated results using causal mediation analyses. A replication of results was attempted in the Swedish BAMSE cohort. RESULTS: Using high-dimensional methods, we identified five CpGs as mediators of prenatal exposures to sensitization with significant (adjusted p < 0.05) indirect effects in the causal mediation analysis (maternal smoking: two CpGs, family history: one, PRS: two). None of these CpGs could be replicated in BAMSE. The effect of family history on allergy-related MRS was significantly mediated by aeroallergen sensitization (proportions mediated: 33.7–49.6%), suggesting changes in DNAm occurred post-sensitization. CONCLUSION: The results indicate that DNAm may be a cause or consequence of aeroallergen sensitization depending on genomic location. Allergy-related MRS, identified as a potential cause of sensitization, can be considered as a cross-sectional biomarker of disease. Differential DNAm in individual CpGs, identified as mediators of the development of sensitization, could be used as clinical predictors of disease development. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01332-5. BioMed Central 2022-09-16 /pmc/articles/PMC9482323/ /pubmed/36114581 http://dx.doi.org/10.1186/s13148-022-01332-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 Kilanowski, Anna Merid, Simon Kebede Abrishamcar, Sarina Feil, Dakotah Thiering, Elisabeth Waldenberger, Melanie Melén, Erik Peters, Annette Standl, Marie Hüls, Anke DNA methylation and aeroallergen sensitization: The chicken or the egg? |
title | DNA methylation and aeroallergen sensitization: The chicken or the egg? |
title_full | DNA methylation and aeroallergen sensitization: The chicken or the egg? |
title_fullStr | DNA methylation and aeroallergen sensitization: The chicken or the egg? |
title_full_unstemmed | DNA methylation and aeroallergen sensitization: The chicken or the egg? |
title_short | DNA methylation and aeroallergen sensitization: The chicken or the egg? |
title_sort | dna methylation and aeroallergen sensitization: the chicken or the egg? |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9482323/ https://www.ncbi.nlm.nih.gov/pubmed/36114581 http://dx.doi.org/10.1186/s13148-022-01332-5 |
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