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Metabolomics and transcriptomics pathway approach reveals outcome-specific perturbations in COPD
Chronic obstructive pulmonary disease (COPD) comprises multiple phenotypes such as airflow obstruction, emphysema, and frequent episodes of acute worsening of respiratory symptoms, known as exacerbations. The goal of this pilot study was to test the usefulness of unbiased metabolomics and transcript...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6244246/ https://www.ncbi.nlm.nih.gov/pubmed/30459441 http://dx.doi.org/10.1038/s41598-018-35372-w |
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author | Cruickshank-Quinn, Charmion I. Jacobson, Sean Hughes, Grant Powell, Roger L. Petrache, Irina Kechris, Katerina Bowler, Russell Reisdorph, Nichole |
author_facet | Cruickshank-Quinn, Charmion I. Jacobson, Sean Hughes, Grant Powell, Roger L. Petrache, Irina Kechris, Katerina Bowler, Russell Reisdorph, Nichole |
author_sort | Cruickshank-Quinn, Charmion I. |
collection | PubMed |
description | Chronic obstructive pulmonary disease (COPD) comprises multiple phenotypes such as airflow obstruction, emphysema, and frequent episodes of acute worsening of respiratory symptoms, known as exacerbations. The goal of this pilot study was to test the usefulness of unbiased metabolomics and transcriptomics approaches to delineate biological pathways associated with COPD phenotypes and outcomes. Blood was collected from 149 current or former smokers with or without COPD and separated into peripheral blood mononuclear cells (PBMC) and plasma. PBMCs and plasma were analyzed using microarray and liquid chromatography mass spectrometry, respectively. Statistically significant transcripts and compounds were mapped to pathways using IMPaLA. Results showed that glycerophospholipid metabolism was associated with worse airflow obstruction and more COPD exacerbations. Sphingolipid metabolism was associated with worse lung function outcomes and exacerbation severity requiring hospitalizations. The strongest associations between a pathway and a certain COPD outcome were: fat digestion and absorption and T cell receptor signaling with lung function outcomes; antigen processing with exacerbation frequency; arginine and proline metabolism with exacerbation severity; and oxidative phosphorylation with emphysema. Overlaying transcriptomic and metabolomics datasets across pathways enabled outcome and phenotypic differences to be determined. Findings are relevant for identifying molecular targets for animal intervention studies and early intervention markers in human cohorts. |
format | Online Article Text |
id | pubmed-6244246 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-62442462018-11-28 Metabolomics and transcriptomics pathway approach reveals outcome-specific perturbations in COPD Cruickshank-Quinn, Charmion I. Jacobson, Sean Hughes, Grant Powell, Roger L. Petrache, Irina Kechris, Katerina Bowler, Russell Reisdorph, Nichole Sci Rep Article Chronic obstructive pulmonary disease (COPD) comprises multiple phenotypes such as airflow obstruction, emphysema, and frequent episodes of acute worsening of respiratory symptoms, known as exacerbations. The goal of this pilot study was to test the usefulness of unbiased metabolomics and transcriptomics approaches to delineate biological pathways associated with COPD phenotypes and outcomes. Blood was collected from 149 current or former smokers with or without COPD and separated into peripheral blood mononuclear cells (PBMC) and plasma. PBMCs and plasma were analyzed using microarray and liquid chromatography mass spectrometry, respectively. Statistically significant transcripts and compounds were mapped to pathways using IMPaLA. Results showed that glycerophospholipid metabolism was associated with worse airflow obstruction and more COPD exacerbations. Sphingolipid metabolism was associated with worse lung function outcomes and exacerbation severity requiring hospitalizations. The strongest associations between a pathway and a certain COPD outcome were: fat digestion and absorption and T cell receptor signaling with lung function outcomes; antigen processing with exacerbation frequency; arginine and proline metabolism with exacerbation severity; and oxidative phosphorylation with emphysema. Overlaying transcriptomic and metabolomics datasets across pathways enabled outcome and phenotypic differences to be determined. Findings are relevant for identifying molecular targets for animal intervention studies and early intervention markers in human cohorts. Nature Publishing Group UK 2018-11-20 /pmc/articles/PMC6244246/ /pubmed/30459441 http://dx.doi.org/10.1038/s41598-018-35372-w Text en © The Author(s) 2018 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Cruickshank-Quinn, Charmion I. Jacobson, Sean Hughes, Grant Powell, Roger L. Petrache, Irina Kechris, Katerina Bowler, Russell Reisdorph, Nichole Metabolomics and transcriptomics pathway approach reveals outcome-specific perturbations in COPD |
title | Metabolomics and transcriptomics pathway approach reveals outcome-specific perturbations in COPD |
title_full | Metabolomics and transcriptomics pathway approach reveals outcome-specific perturbations in COPD |
title_fullStr | Metabolomics and transcriptomics pathway approach reveals outcome-specific perturbations in COPD |
title_full_unstemmed | Metabolomics and transcriptomics pathway approach reveals outcome-specific perturbations in COPD |
title_short | Metabolomics and transcriptomics pathway approach reveals outcome-specific perturbations in COPD |
title_sort | metabolomics and transcriptomics pathway approach reveals outcome-specific perturbations in copd |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6244246/ https://www.ncbi.nlm.nih.gov/pubmed/30459441 http://dx.doi.org/10.1038/s41598-018-35372-w |
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