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BMI trajectory in childhood is associated with asthma incidence at young adulthood mediated by DNA methylation

PURPOSE: Body mass index (BMI) is associated with asthma but associations of BMI temporal patterns with asthma incidence are unclear. Previous studies suggest that DNA methylation (DNAm) is associated with asthma status and variation in DNAm is a consequence of BMI changes. This study assessed the d...

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Autores principales: Rathod, Rutu, Zhang, Hongmei, Karmaus, Wilfried, Ewart, Susan, Kadalayil, Latha, Relton, Caroline, Ring, Susan, Arshad, S. Hasan, Holloway, John W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8299682/
https://www.ncbi.nlm.nih.gov/pubmed/34301314
http://dx.doi.org/10.1186/s13223-021-00575-w
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author Rathod, Rutu
Zhang, Hongmei
Karmaus, Wilfried
Ewart, Susan
Kadalayil, Latha
Relton, Caroline
Ring, Susan
Arshad, S. Hasan
Holloway, John W.
author_facet Rathod, Rutu
Zhang, Hongmei
Karmaus, Wilfried
Ewart, Susan
Kadalayil, Latha
Relton, Caroline
Ring, Susan
Arshad, S. Hasan
Holloway, John W.
author_sort Rathod, Rutu
collection PubMed
description PURPOSE: Body mass index (BMI) is associated with asthma but associations of BMI temporal patterns with asthma incidence are unclear. Previous studies suggest that DNA methylation (DNAm) is associated with asthma status and variation in DNAm is a consequence of BMI changes. This study assessed the direct and indirect (via DNAm) effects of BMI trajectories in childhood on asthma incidence at young adulthood. METHODS: Data from the Isle of Wight (IoW) birth cohort were included in the analyses. Group-based trajectory modelling was applied to infer latent BMI trajectories from ages 1 to 10 years. An R package, ttscreening, was applied to identify differentially methylated CpGs at age 10 years associated with BMI trajectories, stratified for sex. Logistic regressions were used to further exclude CpGs with DNAm at age 10 years not associated with asthma incidence at 18 years. CpGs discovered via path analyses that mediated the association of BMI trajectories with asthma incidence in the IoW cohort were further tested in an independent cohort, the Avon Longitudinal Study of Children and Parents (ALSPAC). RESULTS: Two BMI trajectories (high vs. normal) were identified. Of the 442,474 CpG sites, DNAm at 159 CpGs in males and 212 in females were potentially associated with BMI trajectories. Assessment of their association with asthma incidence identified 9 CpGs in males and 6 CpGs in females. DNAm at 4 of these 15 CpGs showed statistically significant mediation effects (p-value < 0.05). At two of the 4 CpGs (cg23632109 and cg10817500), DNAm completely mediated the association (i.e., only statistically significant indirect effects were identified). In the ALSPAC cohort, at all four CpGs, the same direction of mediating effects were observed as those found in the IoW cohort, although statistically insignificant. CONCLUSION: The association of BMI trajectory in childhood with asthma incidence at young adulthood is possibly mediated by DNAm. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13223-021-00575-w.
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spelling pubmed-82996822021-07-28 BMI trajectory in childhood is associated with asthma incidence at young adulthood mediated by DNA methylation Rathod, Rutu Zhang, Hongmei Karmaus, Wilfried Ewart, Susan Kadalayil, Latha Relton, Caroline Ring, Susan Arshad, S. Hasan Holloway, John W. Allergy Asthma Clin Immunol Research PURPOSE: Body mass index (BMI) is associated with asthma but associations of BMI temporal patterns with asthma incidence are unclear. Previous studies suggest that DNA methylation (DNAm) is associated with asthma status and variation in DNAm is a consequence of BMI changes. This study assessed the direct and indirect (via DNAm) effects of BMI trajectories in childhood on asthma incidence at young adulthood. METHODS: Data from the Isle of Wight (IoW) birth cohort were included in the analyses. Group-based trajectory modelling was applied to infer latent BMI trajectories from ages 1 to 10 years. An R package, ttscreening, was applied to identify differentially methylated CpGs at age 10 years associated with BMI trajectories, stratified for sex. Logistic regressions were used to further exclude CpGs with DNAm at age 10 years not associated with asthma incidence at 18 years. CpGs discovered via path analyses that mediated the association of BMI trajectories with asthma incidence in the IoW cohort were further tested in an independent cohort, the Avon Longitudinal Study of Children and Parents (ALSPAC). RESULTS: Two BMI trajectories (high vs. normal) were identified. Of the 442,474 CpG sites, DNAm at 159 CpGs in males and 212 in females were potentially associated with BMI trajectories. Assessment of their association with asthma incidence identified 9 CpGs in males and 6 CpGs in females. DNAm at 4 of these 15 CpGs showed statistically significant mediation effects (p-value < 0.05). At two of the 4 CpGs (cg23632109 and cg10817500), DNAm completely mediated the association (i.e., only statistically significant indirect effects were identified). In the ALSPAC cohort, at all four CpGs, the same direction of mediating effects were observed as those found in the IoW cohort, although statistically insignificant. CONCLUSION: The association of BMI trajectory in childhood with asthma incidence at young adulthood is possibly mediated by DNAm. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13223-021-00575-w. BioMed Central 2021-07-23 /pmc/articles/PMC8299682/ /pubmed/34301314 http://dx.doi.org/10.1186/s13223-021-00575-w Text en © The Author(s) 2021 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
Rathod, Rutu
Zhang, Hongmei
Karmaus, Wilfried
Ewart, Susan
Kadalayil, Latha
Relton, Caroline
Ring, Susan
Arshad, S. Hasan
Holloway, John W.
BMI trajectory in childhood is associated with asthma incidence at young adulthood mediated by DNA methylation
title BMI trajectory in childhood is associated with asthma incidence at young adulthood mediated by DNA methylation
title_full BMI trajectory in childhood is associated with asthma incidence at young adulthood mediated by DNA methylation
title_fullStr BMI trajectory in childhood is associated with asthma incidence at young adulthood mediated by DNA methylation
title_full_unstemmed BMI trajectory in childhood is associated with asthma incidence at young adulthood mediated by DNA methylation
title_short BMI trajectory in childhood is associated with asthma incidence at young adulthood mediated by DNA methylation
title_sort bmi trajectory in childhood is associated with asthma incidence at young adulthood mediated by dna methylation
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8299682/
https://www.ncbi.nlm.nih.gov/pubmed/34301314
http://dx.doi.org/10.1186/s13223-021-00575-w
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