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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,...

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Autores principales: Kilanowski, Anna, Merid, Simon Kebede, Abrishamcar, Sarina, Feil, Dakotah, Thiering, Elisabeth, Waldenberger, Melanie, Melén, Erik, Peters, Annette, Standl, Marie, Hüls, Anke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
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.
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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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