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Lung tissue shows divergent gene expression between chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis
BACKGROUND: Chronic obstructive pulmonary disease (COPD) and idiopathic pulmonary fibrosis (IPF) are characterized by shared exposures and clinical features, but distinct genetic and pathologic features exist. These features have not been well-studied using large-scale gene expression datasets. We h...
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/PMC9026726/ https://www.ncbi.nlm.nih.gov/pubmed/35449067 http://dx.doi.org/10.1186/s12931-022-02013-w |
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author | Ghosh, Auyon J. Hobbs, Brian D. Yun, Jeong H. Saferali, Aabida Moll, Matthew Xu, Zhonghui Chase, Robert P. Morrow, Jarrett Ziniti, John Sciurba, Frank Barwick, Lucas Limper, Andrew H. Flaherty, Kevin Criner, Gerard Brown, Kevin K. Wise, Robert Martinez, Fernando J. McGoldrick, Daniel Cho, Michael H. DeMeo, Dawn L. Silverman, Edwin K. Castaldi, Peter J. Hersh, Craig P. |
author_facet | Ghosh, Auyon J. Hobbs, Brian D. Yun, Jeong H. Saferali, Aabida Moll, Matthew Xu, Zhonghui Chase, Robert P. Morrow, Jarrett Ziniti, John Sciurba, Frank Barwick, Lucas Limper, Andrew H. Flaherty, Kevin Criner, Gerard Brown, Kevin K. Wise, Robert Martinez, Fernando J. McGoldrick, Daniel Cho, Michael H. DeMeo, Dawn L. Silverman, Edwin K. Castaldi, Peter J. Hersh, Craig P. |
author_sort | Ghosh, Auyon J. |
collection | PubMed |
description | BACKGROUND: Chronic obstructive pulmonary disease (COPD) and idiopathic pulmonary fibrosis (IPF) are characterized by shared exposures and clinical features, but distinct genetic and pathologic features exist. These features have not been well-studied using large-scale gene expression datasets. We hypothesized that there are divergent gene, pathway, and cellular signatures between COPD and IPF. METHODS: We performed RNA-sequencing on lung tissues from individuals with IPF (n = 231) and COPD (n = 377) compared to control (n = 267), defined as individuals with normal spirometry. We grouped the overlapping differential expression gene sets based on direction of expression and examined the resultant sets for genes of interest, pathway enrichment, and cell composition. Using gene set variation analysis, we validated the overlap group gene sets in independent COPD and IPF data sets. RESULTS: We found 5010 genes differentially expressed between COPD and control, and 11,454 genes differentially expressed between IPF and control (1% false discovery rate). 3846 genes overlapped between IPF and COPD. Several pathways were enriched for genes upregulated in COPD and downregulated in IPF; however, no pathways were enriched for genes downregulated in COPD and upregulated in IPF. There were many myeloid cell genes with increased expression in COPD but decreased in IPF. We found that the genes upregulated in COPD but downregulated in IPF were associated with lower lung function in the independent validation cohorts. CONCLUSIONS: We identified a divergent gene expression signature between COPD and IPF, with increased expression in COPD and decreased in IPF. This signature is associated with worse lung function in both COPD and IPF. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12931-022-02013-w. |
format | Online Article Text |
id | pubmed-9026726 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-90267262022-04-23 Lung tissue shows divergent gene expression between chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis Ghosh, Auyon J. Hobbs, Brian D. Yun, Jeong H. Saferali, Aabida Moll, Matthew Xu, Zhonghui Chase, Robert P. Morrow, Jarrett Ziniti, John Sciurba, Frank Barwick, Lucas Limper, Andrew H. Flaherty, Kevin Criner, Gerard Brown, Kevin K. Wise, Robert Martinez, Fernando J. McGoldrick, Daniel Cho, Michael H. DeMeo, Dawn L. Silverman, Edwin K. Castaldi, Peter J. Hersh, Craig P. Respir Res Research BACKGROUND: Chronic obstructive pulmonary disease (COPD) and idiopathic pulmonary fibrosis (IPF) are characterized by shared exposures and clinical features, but distinct genetic and pathologic features exist. These features have not been well-studied using large-scale gene expression datasets. We hypothesized that there are divergent gene, pathway, and cellular signatures between COPD and IPF. METHODS: We performed RNA-sequencing on lung tissues from individuals with IPF (n = 231) and COPD (n = 377) compared to control (n = 267), defined as individuals with normal spirometry. We grouped the overlapping differential expression gene sets based on direction of expression and examined the resultant sets for genes of interest, pathway enrichment, and cell composition. Using gene set variation analysis, we validated the overlap group gene sets in independent COPD and IPF data sets. RESULTS: We found 5010 genes differentially expressed between COPD and control, and 11,454 genes differentially expressed between IPF and control (1% false discovery rate). 3846 genes overlapped between IPF and COPD. Several pathways were enriched for genes upregulated in COPD and downregulated in IPF; however, no pathways were enriched for genes downregulated in COPD and upregulated in IPF. There were many myeloid cell genes with increased expression in COPD but decreased in IPF. We found that the genes upregulated in COPD but downregulated in IPF were associated with lower lung function in the independent validation cohorts. CONCLUSIONS: We identified a divergent gene expression signature between COPD and IPF, with increased expression in COPD and decreased in IPF. This signature is associated with worse lung function in both COPD and IPF. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12931-022-02013-w. BioMed Central 2022-04-21 2022 /pmc/articles/PMC9026726/ /pubmed/35449067 http://dx.doi.org/10.1186/s12931-022-02013-w 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 Ghosh, Auyon J. Hobbs, Brian D. Yun, Jeong H. Saferali, Aabida Moll, Matthew Xu, Zhonghui Chase, Robert P. Morrow, Jarrett Ziniti, John Sciurba, Frank Barwick, Lucas Limper, Andrew H. Flaherty, Kevin Criner, Gerard Brown, Kevin K. Wise, Robert Martinez, Fernando J. McGoldrick, Daniel Cho, Michael H. DeMeo, Dawn L. Silverman, Edwin K. Castaldi, Peter J. Hersh, Craig P. Lung tissue shows divergent gene expression between chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis |
title | Lung tissue shows divergent gene expression between chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis |
title_full | Lung tissue shows divergent gene expression between chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis |
title_fullStr | Lung tissue shows divergent gene expression between chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis |
title_full_unstemmed | Lung tissue shows divergent gene expression between chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis |
title_short | Lung tissue shows divergent gene expression between chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis |
title_sort | lung tissue shows divergent gene expression between chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9026726/ https://www.ncbi.nlm.nih.gov/pubmed/35449067 http://dx.doi.org/10.1186/s12931-022-02013-w |
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