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Differential DNA methylation marks and gene comethylation of COPD in African-Americans with COPD exacerbations
BACKGROUND: Chronic obstructive pulmonary disease (COPD) is the third-leading cause of death worldwide. Identifying COPD-associated DNA methylation marks in African-Americans may contribute to our understanding of racial disparities in COPD susceptibility. We determined differentially methylated gen...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5097392/ https://www.ncbi.nlm.nih.gov/pubmed/27814717 http://dx.doi.org/10.1186/s12931-016-0459-8 |
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author | Busch, Robert Qiu, Weiliang Lasky-Su, Jessica Morrow, Jarrett Criner, Gerard DeMeo, Dawn |
author_facet | Busch, Robert Qiu, Weiliang Lasky-Su, Jessica Morrow, Jarrett Criner, Gerard DeMeo, Dawn |
author_sort | Busch, Robert |
collection | PubMed |
description | BACKGROUND: Chronic obstructive pulmonary disease (COPD) is the third-leading cause of death worldwide. Identifying COPD-associated DNA methylation marks in African-Americans may contribute to our understanding of racial disparities in COPD susceptibility. We determined differentially methylated genes and co-methylation network modules associated with COPD in African-Americans recruited during exacerbations of COPD and smoking controls from the Pennsylvania Study of Chronic Obstructive Pulmonary Exacerbations (PA-SCOPE) cohort. METHODS: We assessed DNA methylation from whole blood samples in 362 African-American smokers in the PA-SCOPE cohort using the Illumina Infinium HumanMethylation27 BeadChip Array. Final analysis included 19302 CpG probes annotated to the nearest gene transcript after quality control. We tested methylation associations with COPD case-control status using mixed linear models. Weighted gene comethylation networks were constructed using weighted gene coexpression network analysis (WGCNA) and network modules were analyzed for association with COPD. RESULTS: There were five differentially methylated CpG probes significantly associated with COPD among African-Americans at an FDR less than 5 %, and seven additional probes that approached significance at an FDR less than 10 %. The top ranked gene association was MAML1, which has been shown to affect NOTCH-dependent angiogenesis in murine lung. Network modeling yielded the “yellow” and “blue” comethylation modules which were significantly associated with COPD (p-value 4 × 10(-10) and 4 × 10(-9), respectively). The yellow module was enriched for gene sets related to inflammatory pathways known to be relevant to COPD. The blue module contained the top ranked genes in the concurrent differential methylation analysis (FXYD1/LGI4, gene significance p-value 1.2 × 10(-26); MAML1, p-value 2.0 × 10(-26); CD72, p-value 2.1 × 10(-25); and LPO, p-value 7.2 × 10(-25)), and was significantly associated with lung development processes in Gene Ontology gene-set enrichment analysis. CONCLUSION: We identified 12 differentially methylated CpG sites associated with COPD that mapped to biologically plausible genes. Network module comethylation patterns have identified candidate genes that may be contributing to racial differences in COPD susceptibility and severity. COPD-associated comethylation modules contained genes previously associated with lung disease and inflammation and recapitulated known COPD-associated genes. The genes implicated by differential methylation and WGCNA analysis may provide mechanistic targets contributing to COPD susceptibility, exacerbations, and outcomes among African-Americans. TRIAL REGISTRATION: Trial Registration: NCT00774176, Registry: ClinicalTrials.gov, URL: www.clinicaltrials.gov, Date of Enrollment of First Participant: June 2004, Date Registered: 04 January 2008 (retrospectively registered). ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12931-016-0459-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5097392 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-50973922016-11-07 Differential DNA methylation marks and gene comethylation of COPD in African-Americans with COPD exacerbations Busch, Robert Qiu, Weiliang Lasky-Su, Jessica Morrow, Jarrett Criner, Gerard DeMeo, Dawn Respir Res Research BACKGROUND: Chronic obstructive pulmonary disease (COPD) is the third-leading cause of death worldwide. Identifying COPD-associated DNA methylation marks in African-Americans may contribute to our understanding of racial disparities in COPD susceptibility. We determined differentially methylated genes and co-methylation network modules associated with COPD in African-Americans recruited during exacerbations of COPD and smoking controls from the Pennsylvania Study of Chronic Obstructive Pulmonary Exacerbations (PA-SCOPE) cohort. METHODS: We assessed DNA methylation from whole blood samples in 362 African-American smokers in the PA-SCOPE cohort using the Illumina Infinium HumanMethylation27 BeadChip Array. Final analysis included 19302 CpG probes annotated to the nearest gene transcript after quality control. We tested methylation associations with COPD case-control status using mixed linear models. Weighted gene comethylation networks were constructed using weighted gene coexpression network analysis (WGCNA) and network modules were analyzed for association with COPD. RESULTS: There were five differentially methylated CpG probes significantly associated with COPD among African-Americans at an FDR less than 5 %, and seven additional probes that approached significance at an FDR less than 10 %. The top ranked gene association was MAML1, which has been shown to affect NOTCH-dependent angiogenesis in murine lung. Network modeling yielded the “yellow” and “blue” comethylation modules which were significantly associated with COPD (p-value 4 × 10(-10) and 4 × 10(-9), respectively). The yellow module was enriched for gene sets related to inflammatory pathways known to be relevant to COPD. The blue module contained the top ranked genes in the concurrent differential methylation analysis (FXYD1/LGI4, gene significance p-value 1.2 × 10(-26); MAML1, p-value 2.0 × 10(-26); CD72, p-value 2.1 × 10(-25); and LPO, p-value 7.2 × 10(-25)), and was significantly associated with lung development processes in Gene Ontology gene-set enrichment analysis. CONCLUSION: We identified 12 differentially methylated CpG sites associated with COPD that mapped to biologically plausible genes. Network module comethylation patterns have identified candidate genes that may be contributing to racial differences in COPD susceptibility and severity. COPD-associated comethylation modules contained genes previously associated with lung disease and inflammation and recapitulated known COPD-associated genes. The genes implicated by differential methylation and WGCNA analysis may provide mechanistic targets contributing to COPD susceptibility, exacerbations, and outcomes among African-Americans. TRIAL REGISTRATION: Trial Registration: NCT00774176, Registry: ClinicalTrials.gov, URL: www.clinicaltrials.gov, Date of Enrollment of First Participant: June 2004, Date Registered: 04 January 2008 (retrospectively registered). ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12931-016-0459-8) contains supplementary material, which is available to authorized users. BioMed Central 2016-11-05 2016 /pmc/articles/PMC5097392/ /pubmed/27814717 http://dx.doi.org/10.1186/s12931-016-0459-8 Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Busch, Robert Qiu, Weiliang Lasky-Su, Jessica Morrow, Jarrett Criner, Gerard DeMeo, Dawn Differential DNA methylation marks and gene comethylation of COPD in African-Americans with COPD exacerbations |
title | Differential DNA methylation marks and gene comethylation of COPD in African-Americans with COPD exacerbations |
title_full | Differential DNA methylation marks and gene comethylation of COPD in African-Americans with COPD exacerbations |
title_fullStr | Differential DNA methylation marks and gene comethylation of COPD in African-Americans with COPD exacerbations |
title_full_unstemmed | Differential DNA methylation marks and gene comethylation of COPD in African-Americans with COPD exacerbations |
title_short | Differential DNA methylation marks and gene comethylation of COPD in African-Americans with COPD exacerbations |
title_sort | differential dna methylation marks and gene comethylation of copd in african-americans with copd exacerbations |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5097392/ https://www.ncbi.nlm.nih.gov/pubmed/27814717 http://dx.doi.org/10.1186/s12931-016-0459-8 |
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