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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...

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Autores principales: Maniscalco, Mauro, Paris, Debora, Cuomo, Paola, Fuschillo, Salvatore, Ambrosino, Pasquale, Tramice, Annabella, Palomba, Letizia, Motta, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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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