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Association of childhood BMI trajectory with post-adolescent and adult lung function is mediated by pre-adolescent DNA methylation
BACKGROUND: Body mass index (BMI) has been shown to be associated with lung function. Recent findings showed that DNA methylation (DNAm) variation is likely to be a consequence of changes in BMI. However, whether DNAm mediates the association of BMI with lung function is unknown. We examined the med...
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/PMC9335987/ https://www.ncbi.nlm.nih.gov/pubmed/35906571 http://dx.doi.org/10.1186/s12931-022-02089-4 |
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author | Rathod, Rutu Zhang, Hongmei Karmaus, Wilfried Ewart, Susan Mzayek, Fawaz Arshad, S. Hasan Holloway, John W. |
author_facet | Rathod, Rutu Zhang, Hongmei Karmaus, Wilfried Ewart, Susan Mzayek, Fawaz Arshad, S. Hasan Holloway, John W. |
author_sort | Rathod, Rutu |
collection | PubMed |
description | BACKGROUND: Body mass index (BMI) has been shown to be associated with lung function. Recent findings showed that DNA methylation (DNAm) variation is likely to be a consequence of changes in BMI. However, whether DNAm mediates the association of BMI with lung function is unknown. We examined the mediating role of DNAm on the association of pre-adolescent BMI trajectories with post-adolescent and adulthood lung function (forced expiratory volume (FEV(1)), forced vital capacity (FVC), and FEV(1)/FVC). METHODS: Analyses were undertaken in the Isle of Wight birth cohort (IOWBC). Group-based trajectory modelling was applied to infer latent BMI trajectories from age 1 to 10 years. An R package, ttscreening, was applied to identify CpGs at 10 years potentially associated with BMI trajectories for each sex. Linear regressions were implemented to further screen CpGs for their association with lung function at 18 years. Path analysis, stratified by sex, was applied to each screened CpG to assess its role of mediation. Internal validation was applied to further examine the mediation consistency of the detected CpGs based on lung function at 26 years. Mendelian randomization (MR-base) was used to test possible causal effects of the identified CpGs. RESULTS: Two BMI trajectories (high vs. low) were identified. Of the 442,475 CpG sites, 18 CpGs in males and 33 in females passed screening. Eight CpGs in males and 16 CpGs in females (none overlapping) were identified as mediators. For subjects with high BMI trajectory, high DNAm at all CpGs in males were associated with decreased lung function, while 8 CpGs in females were associated with increased lung function at 18 years. At 26 years, 6 CpGs in males and 14 CpGs in females showed the same direction of indirect effects as those at 18 years. DNAm at CpGs cg19088553 (GRIK2) and cg00612625 (HPSE2) showed a potential causal effect on FEV(1). CONCLUSIONS: The effects of BMI trajectory in early childhood on post-adolescence lung function were likely to be mediated by pre-adolescence DNAm in both males and females, but such mediation effects were likely to diminish over time. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12931-022-02089-4. |
format | Online Article Text |
id | pubmed-9335987 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-93359872022-07-30 Association of childhood BMI trajectory with post-adolescent and adult lung function is mediated by pre-adolescent DNA methylation Rathod, Rutu Zhang, Hongmei Karmaus, Wilfried Ewart, Susan Mzayek, Fawaz Arshad, S. Hasan Holloway, John W. Respir Res Research BACKGROUND: Body mass index (BMI) has been shown to be associated with lung function. Recent findings showed that DNA methylation (DNAm) variation is likely to be a consequence of changes in BMI. However, whether DNAm mediates the association of BMI with lung function is unknown. We examined the mediating role of DNAm on the association of pre-adolescent BMI trajectories with post-adolescent and adulthood lung function (forced expiratory volume (FEV(1)), forced vital capacity (FVC), and FEV(1)/FVC). METHODS: Analyses were undertaken in the Isle of Wight birth cohort (IOWBC). Group-based trajectory modelling was applied to infer latent BMI trajectories from age 1 to 10 years. An R package, ttscreening, was applied to identify CpGs at 10 years potentially associated with BMI trajectories for each sex. Linear regressions were implemented to further screen CpGs for their association with lung function at 18 years. Path analysis, stratified by sex, was applied to each screened CpG to assess its role of mediation. Internal validation was applied to further examine the mediation consistency of the detected CpGs based on lung function at 26 years. Mendelian randomization (MR-base) was used to test possible causal effects of the identified CpGs. RESULTS: Two BMI trajectories (high vs. low) were identified. Of the 442,475 CpG sites, 18 CpGs in males and 33 in females passed screening. Eight CpGs in males and 16 CpGs in females (none overlapping) were identified as mediators. For subjects with high BMI trajectory, high DNAm at all CpGs in males were associated with decreased lung function, while 8 CpGs in females were associated with increased lung function at 18 years. At 26 years, 6 CpGs in males and 14 CpGs in females showed the same direction of indirect effects as those at 18 years. DNAm at CpGs cg19088553 (GRIK2) and cg00612625 (HPSE2) showed a potential causal effect on FEV(1). CONCLUSIONS: The effects of BMI trajectory in early childhood on post-adolescence lung function were likely to be mediated by pre-adolescence DNAm in both males and females, but such mediation effects were likely to diminish over time. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12931-022-02089-4. BioMed Central 2022-07-29 2022 /pmc/articles/PMC9335987/ /pubmed/35906571 http://dx.doi.org/10.1186/s12931-022-02089-4 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 Rathod, Rutu Zhang, Hongmei Karmaus, Wilfried Ewart, Susan Mzayek, Fawaz Arshad, S. Hasan Holloway, John W. Association of childhood BMI trajectory with post-adolescent and adult lung function is mediated by pre-adolescent DNA methylation |
title | Association of childhood BMI trajectory with post-adolescent and adult lung function is mediated by pre-adolescent DNA methylation |
title_full | Association of childhood BMI trajectory with post-adolescent and adult lung function is mediated by pre-adolescent DNA methylation |
title_fullStr | Association of childhood BMI trajectory with post-adolescent and adult lung function is mediated by pre-adolescent DNA methylation |
title_full_unstemmed | Association of childhood BMI trajectory with post-adolescent and adult lung function is mediated by pre-adolescent DNA methylation |
title_short | Association of childhood BMI trajectory with post-adolescent and adult lung function is mediated by pre-adolescent DNA methylation |
title_sort | association of childhood bmi trajectory with post-adolescent and adult lung function is mediated by pre-adolescent dna methylation |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9335987/ https://www.ncbi.nlm.nih.gov/pubmed/35906571 http://dx.doi.org/10.1186/s12931-022-02089-4 |
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