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An epigenome-wide study of DNA methylation profiles and lung function among American Indians in the Strong Heart Study
BACKGROUND: Epigenetic modifications, including DNA methylation (DNAm), are often related to environmental exposures, and are increasingly recognized as key processes in the pathogenesis of chronic lung disease. American Indian communities have a high burden of lung disease compared to the national...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185990/ https://www.ncbi.nlm.nih.gov/pubmed/35681244 http://dx.doi.org/10.1186/s13148-022-01294-8 |
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author | Domingo-Relloso, Arce Riffo-Campos, Angela L. Powers, Martha Tellez-Plaza, Maria Haack, Karin Brown, Robert H. Umans, Jason G. Fallin, M. Daniele Cole, Shelley A. Navas-Acien, Ana Sanchez, Tiffany R. |
author_facet | Domingo-Relloso, Arce Riffo-Campos, Angela L. Powers, Martha Tellez-Plaza, Maria Haack, Karin Brown, Robert H. Umans, Jason G. Fallin, M. Daniele Cole, Shelley A. Navas-Acien, Ana Sanchez, Tiffany R. |
author_sort | Domingo-Relloso, Arce |
collection | PubMed |
description | BACKGROUND: Epigenetic modifications, including DNA methylation (DNAm), are often related to environmental exposures, and are increasingly recognized as key processes in the pathogenesis of chronic lung disease. American Indian communities have a high burden of lung disease compared to the national average. The objective of this study was to investigate the association of DNAm and lung function in the Strong Heart Study (SHS). We conducted a cross-sectional study of American Indian adults, 45–74 years of age who participated in the SHS. DNAm was measured using the Illumina Infinium Human MethylationEPIC platform at baseline (1989–1991). Lung function was measured via spirometry, including forced expiratory volume in 1 s (FEV1) and forced vital capacity (FVC), at visit 2 (1993–1995). Airflow limitation was defined as FEV1 < 70% predicted and FEV1/FVC < 0.7, restriction was defined as FEV1/FVC > 0.7 and FVC < 80% predicted, and normal spirometry was defined as FEV1/FVC > 0.7, FEV1 > 70% predicted, FVC > 80% predicted. We used elastic-net models to select relevant CpGs for lung function and spirometry-defined lung disease. We also conducted bioinformatic analyses to evaluate the biological plausibility of the findings. RESULTS: Among 1677 participants, 21.2% had spirometry-defined airflow limitation and 13.6% had spirometry-defined restrictive pattern lung function. Elastic-net models selected 1118 Differentially Methylated Positions (DMPs) as predictors of airflow limitation and 1385 for restrictive pattern lung function. A total of 12 DMPs overlapped between airflow limitation and restrictive pattern. EGFR, MAPK1 and PRPF8 genes were the most connected nodes in the protein–protein interaction network. Many of the DMPs targeted genes with biological roles related to lung function such as protein kinases. CONCLUSION: We found multiple differentially methylated CpG sites associated with chronic lung disease. These signals could contribute to better understand molecular mechanisms involved in lung disease, as assessed systemically, as well as to identify patterns that could be useful for diagnostic purposes. Further experimental and longitudinal studies are needed to assess whether DNA methylation has a causal role in lung disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01294-8. |
format | Online Article Text |
id | pubmed-9185990 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-91859902022-06-11 An epigenome-wide study of DNA methylation profiles and lung function among American Indians in the Strong Heart Study Domingo-Relloso, Arce Riffo-Campos, Angela L. Powers, Martha Tellez-Plaza, Maria Haack, Karin Brown, Robert H. Umans, Jason G. Fallin, M. Daniele Cole, Shelley A. Navas-Acien, Ana Sanchez, Tiffany R. Clin Epigenetics Research BACKGROUND: Epigenetic modifications, including DNA methylation (DNAm), are often related to environmental exposures, and are increasingly recognized as key processes in the pathogenesis of chronic lung disease. American Indian communities have a high burden of lung disease compared to the national average. The objective of this study was to investigate the association of DNAm and lung function in the Strong Heart Study (SHS). We conducted a cross-sectional study of American Indian adults, 45–74 years of age who participated in the SHS. DNAm was measured using the Illumina Infinium Human MethylationEPIC platform at baseline (1989–1991). Lung function was measured via spirometry, including forced expiratory volume in 1 s (FEV1) and forced vital capacity (FVC), at visit 2 (1993–1995). Airflow limitation was defined as FEV1 < 70% predicted and FEV1/FVC < 0.7, restriction was defined as FEV1/FVC > 0.7 and FVC < 80% predicted, and normal spirometry was defined as FEV1/FVC > 0.7, FEV1 > 70% predicted, FVC > 80% predicted. We used elastic-net models to select relevant CpGs for lung function and spirometry-defined lung disease. We also conducted bioinformatic analyses to evaluate the biological plausibility of the findings. RESULTS: Among 1677 participants, 21.2% had spirometry-defined airflow limitation and 13.6% had spirometry-defined restrictive pattern lung function. Elastic-net models selected 1118 Differentially Methylated Positions (DMPs) as predictors of airflow limitation and 1385 for restrictive pattern lung function. A total of 12 DMPs overlapped between airflow limitation and restrictive pattern. EGFR, MAPK1 and PRPF8 genes were the most connected nodes in the protein–protein interaction network. Many of the DMPs targeted genes with biological roles related to lung function such as protein kinases. CONCLUSION: We found multiple differentially methylated CpG sites associated with chronic lung disease. These signals could contribute to better understand molecular mechanisms involved in lung disease, as assessed systemically, as well as to identify patterns that could be useful for diagnostic purposes. Further experimental and longitudinal studies are needed to assess whether DNA methylation has a causal role in lung disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01294-8. BioMed Central 2022-06-09 /pmc/articles/PMC9185990/ /pubmed/35681244 http://dx.doi.org/10.1186/s13148-022-01294-8 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 Domingo-Relloso, Arce Riffo-Campos, Angela L. Powers, Martha Tellez-Plaza, Maria Haack, Karin Brown, Robert H. Umans, Jason G. Fallin, M. Daniele Cole, Shelley A. Navas-Acien, Ana Sanchez, Tiffany R. An epigenome-wide study of DNA methylation profiles and lung function among American Indians in the Strong Heart Study |
title | An epigenome-wide study of DNA methylation profiles and lung function among American Indians in the Strong Heart Study |
title_full | An epigenome-wide study of DNA methylation profiles and lung function among American Indians in the Strong Heart Study |
title_fullStr | An epigenome-wide study of DNA methylation profiles and lung function among American Indians in the Strong Heart Study |
title_full_unstemmed | An epigenome-wide study of DNA methylation profiles and lung function among American Indians in the Strong Heart Study |
title_short | An epigenome-wide study of DNA methylation profiles and lung function among American Indians in the Strong Heart Study |
title_sort | epigenome-wide study of dna methylation profiles and lung function among american indians in the strong heart study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185990/ https://www.ncbi.nlm.nih.gov/pubmed/35681244 http://dx.doi.org/10.1186/s13148-022-01294-8 |
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