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Integrative Analysis of DNA Methylation and Gene Expression Data Identifies EPAS1 as a Key Regulator of COPD
Chronic Obstructive Pulmonary Disease (COPD) is a complex disease. Genetic, epigenetic, and environmental factors are known to contribute to COPD risk and disease progression. Therefore we developed a systematic approach to identify key regulators of COPD that integrates genome-wide DNA methylation,...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4287352/ https://www.ncbi.nlm.nih.gov/pubmed/25569234 http://dx.doi.org/10.1371/journal.pgen.1004898 |
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author | Yoo, Seungyeul Takikawa, Sachiko Geraghty, Patrick Argmann, Carmen Campbell, Joshua Lin, Luan Huang, Tao Tu, Zhidong Feronjy, Robert Spira, Avrum Schadt, Eric E. Powell, Charles A. Zhu, Jun |
author_facet | Yoo, Seungyeul Takikawa, Sachiko Geraghty, Patrick Argmann, Carmen Campbell, Joshua Lin, Luan Huang, Tao Tu, Zhidong Feronjy, Robert Spira, Avrum Schadt, Eric E. Powell, Charles A. Zhu, Jun |
author_sort | Yoo, Seungyeul |
collection | PubMed |
description | Chronic Obstructive Pulmonary Disease (COPD) is a complex disease. Genetic, epigenetic, and environmental factors are known to contribute to COPD risk and disease progression. Therefore we developed a systematic approach to identify key regulators of COPD that integrates genome-wide DNA methylation, gene expression, and phenotype data in lung tissue from COPD and control samples. Our integrative analysis identified 126 key regulators of COPD. We identified EPAS1 as the only key regulator whose downstream genes significantly overlapped with multiple genes sets associated with COPD disease severity. EPAS1 is distinct in comparison with other key regulators in terms of methylation profile and downstream target genes. Genes predicted to be regulated by EPAS1 were enriched for biological processes including signaling, cell communications, and system development. We confirmed that EPAS1 protein levels are lower in human COPD lung tissue compared to non-disease controls and that Epas1 gene expression is reduced in mice chronically exposed to cigarette smoke. As EPAS1 downstream genes were significantly enriched for hypoxia responsive genes in endothelial cells, we tested EPAS1 function in human endothelial cells. EPAS1 knockdown by siRNA in endothelial cells impacted genes that significantly overlapped with EPAS1 downstream genes in lung tissue including hypoxia responsive genes, and genes associated with emphysema severity. Our first integrative analysis of genome-wide DNA methylation and gene expression profiles illustrates that not only does DNA methylation play a ‘causal’ role in the molecular pathophysiology of COPD, but it can be leveraged to directly identify novel key mediators of this pathophysiology. |
format | Online Article Text |
id | pubmed-4287352 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-42873522015-01-12 Integrative Analysis of DNA Methylation and Gene Expression Data Identifies EPAS1 as a Key Regulator of COPD Yoo, Seungyeul Takikawa, Sachiko Geraghty, Patrick Argmann, Carmen Campbell, Joshua Lin, Luan Huang, Tao Tu, Zhidong Feronjy, Robert Spira, Avrum Schadt, Eric E. Powell, Charles A. Zhu, Jun PLoS Genet Research Article Chronic Obstructive Pulmonary Disease (COPD) is a complex disease. Genetic, epigenetic, and environmental factors are known to contribute to COPD risk and disease progression. Therefore we developed a systematic approach to identify key regulators of COPD that integrates genome-wide DNA methylation, gene expression, and phenotype data in lung tissue from COPD and control samples. Our integrative analysis identified 126 key regulators of COPD. We identified EPAS1 as the only key regulator whose downstream genes significantly overlapped with multiple genes sets associated with COPD disease severity. EPAS1 is distinct in comparison with other key regulators in terms of methylation profile and downstream target genes. Genes predicted to be regulated by EPAS1 were enriched for biological processes including signaling, cell communications, and system development. We confirmed that EPAS1 protein levels are lower in human COPD lung tissue compared to non-disease controls and that Epas1 gene expression is reduced in mice chronically exposed to cigarette smoke. As EPAS1 downstream genes were significantly enriched for hypoxia responsive genes in endothelial cells, we tested EPAS1 function in human endothelial cells. EPAS1 knockdown by siRNA in endothelial cells impacted genes that significantly overlapped with EPAS1 downstream genes in lung tissue including hypoxia responsive genes, and genes associated with emphysema severity. Our first integrative analysis of genome-wide DNA methylation and gene expression profiles illustrates that not only does DNA methylation play a ‘causal’ role in the molecular pathophysiology of COPD, but it can be leveraged to directly identify novel key mediators of this pathophysiology. Public Library of Science 2015-01-08 /pmc/articles/PMC4287352/ /pubmed/25569234 http://dx.doi.org/10.1371/journal.pgen.1004898 Text en © 2015 Yoo et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Yoo, Seungyeul Takikawa, Sachiko Geraghty, Patrick Argmann, Carmen Campbell, Joshua Lin, Luan Huang, Tao Tu, Zhidong Feronjy, Robert Spira, Avrum Schadt, Eric E. Powell, Charles A. Zhu, Jun Integrative Analysis of DNA Methylation and Gene Expression Data Identifies EPAS1 as a Key Regulator of COPD |
title | Integrative Analysis of DNA Methylation and Gene Expression Data Identifies EPAS1 as a Key Regulator of COPD |
title_full | Integrative Analysis of DNA Methylation and Gene Expression Data Identifies EPAS1 as a Key Regulator of COPD |
title_fullStr | Integrative Analysis of DNA Methylation and Gene Expression Data Identifies EPAS1 as a Key Regulator of COPD |
title_full_unstemmed | Integrative Analysis of DNA Methylation and Gene Expression Data Identifies EPAS1 as a Key Regulator of COPD |
title_short | Integrative Analysis of DNA Methylation and Gene Expression Data Identifies EPAS1 as a Key Regulator of COPD |
title_sort | integrative analysis of dna methylation and gene expression data identifies epas1 as a key regulator of copd |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4287352/ https://www.ncbi.nlm.nih.gov/pubmed/25569234 http://dx.doi.org/10.1371/journal.pgen.1004898 |
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