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Metabolomics of COPD Pulmonary Rehabilitation Outcomes via Exhaled Breath Condensate
Chronic obstructive pulmonary disease (COPD) is characterized by different phenotypes and clinical presentations. Therefore, a single strategy of pulmonary rehabilitation (PR) does not always yield the expected clinical outcomes as some individuals respond excellently, others discreetly, or do not r...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8834302/ https://www.ncbi.nlm.nih.gov/pubmed/35159156 http://dx.doi.org/10.3390/cells11030344 |
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author | Maniscalco, Mauro Paris, Debora Cuomo, Paola Fuschillo, Salvatore Ambrosino, Pasquale Tramice, Annabella Palomba, Letizia Motta, Andrea |
author_facet | Maniscalco, Mauro Paris, Debora Cuomo, Paola Fuschillo, Salvatore Ambrosino, Pasquale Tramice, Annabella Palomba, Letizia Motta, Andrea |
author_sort | Maniscalco, Mauro |
collection | PubMed |
description | Chronic obstructive pulmonary disease (COPD) is characterized by different phenotypes and clinical presentations. Therefore, a single strategy of pulmonary rehabilitation (PR) does not always yield the expected clinical outcomes as some individuals respond excellently, others discreetly, or do not respond at all. Fifty consecutive COPD patients were enrolled. Of them, 35 starting a 5-week PR program were sampled at admission (T(0)), after 2 (T(2W)) and 5 (T(5W)) weeks, while 15 controls not yet on PR were tested at T(0) and T(5W). Nuclear magnetic resonance (NMR) profiling of exhaled breath condensate (EBC) and multivariate statistical analysis were applied to investigate the relationship between biomarkers and clinical parameters. The model including the three classes correctly located T(2W) between T(0) and T(5W), but 38.71% of samples partially overlapped with T(0) and 32.26% with T(5W), suggesting that for some patients PR is already beneficial at T(2W) (32.26% overlapping with T(5W)), while for others (38.71% overlapping with T(0)) more time is required. Rehabilitated patients presented several altered biomarkers. In particular, methanol from T(0) to T(5W) decreased in parallel with dyspnea and fatigue, while the walk distance increased. Methanol could be ascribed to lung inflammation. We demonstrated that the metabolic COPD phenotype clearly evolves during PR, with a strict relationship between clinical and molecular parameters. Methanol, correlating with clinical parameters, represents a useful biomarker for monitoring personalized outcomes and establishing more targeted protocols. |
format | Online Article Text |
id | pubmed-8834302 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-88343022022-02-12 Metabolomics of COPD Pulmonary Rehabilitation Outcomes via Exhaled Breath Condensate Maniscalco, Mauro Paris, Debora Cuomo, Paola Fuschillo, Salvatore Ambrosino, Pasquale Tramice, Annabella Palomba, Letizia Motta, Andrea Cells Article Chronic obstructive pulmonary disease (COPD) is characterized by different phenotypes and clinical presentations. Therefore, a single strategy of pulmonary rehabilitation (PR) does not always yield the expected clinical outcomes as some individuals respond excellently, others discreetly, or do not respond at all. Fifty consecutive COPD patients were enrolled. Of them, 35 starting a 5-week PR program were sampled at admission (T(0)), after 2 (T(2W)) and 5 (T(5W)) weeks, while 15 controls not yet on PR were tested at T(0) and T(5W). Nuclear magnetic resonance (NMR) profiling of exhaled breath condensate (EBC) and multivariate statistical analysis were applied to investigate the relationship between biomarkers and clinical parameters. The model including the three classes correctly located T(2W) between T(0) and T(5W), but 38.71% of samples partially overlapped with T(0) and 32.26% with T(5W), suggesting that for some patients PR is already beneficial at T(2W) (32.26% overlapping with T(5W)), while for others (38.71% overlapping with T(0)) more time is required. Rehabilitated patients presented several altered biomarkers. In particular, methanol from T(0) to T(5W) decreased in parallel with dyspnea and fatigue, while the walk distance increased. Methanol could be ascribed to lung inflammation. We demonstrated that the metabolic COPD phenotype clearly evolves during PR, with a strict relationship between clinical and molecular parameters. Methanol, correlating with clinical parameters, represents a useful biomarker for monitoring personalized outcomes and establishing more targeted protocols. MDPI 2022-01-20 /pmc/articles/PMC8834302/ /pubmed/35159156 http://dx.doi.org/10.3390/cells11030344 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Maniscalco, Mauro Paris, Debora Cuomo, Paola Fuschillo, Salvatore Ambrosino, Pasquale Tramice, Annabella Palomba, Letizia Motta, Andrea Metabolomics of COPD Pulmonary Rehabilitation Outcomes via Exhaled Breath Condensate |
title | Metabolomics of COPD Pulmonary Rehabilitation Outcomes via Exhaled Breath Condensate |
title_full | Metabolomics of COPD Pulmonary Rehabilitation Outcomes via Exhaled Breath Condensate |
title_fullStr | Metabolomics of COPD Pulmonary Rehabilitation Outcomes via Exhaled Breath Condensate |
title_full_unstemmed | Metabolomics of COPD Pulmonary Rehabilitation Outcomes via Exhaled Breath Condensate |
title_short | Metabolomics of COPD Pulmonary Rehabilitation Outcomes via Exhaled Breath Condensate |
title_sort | metabolomics of copd pulmonary rehabilitation outcomes via exhaled breath condensate |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8834302/ https://www.ncbi.nlm.nih.gov/pubmed/35159156 http://dx.doi.org/10.3390/cells11030344 |
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