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Novel protein biomarkers for pneumonia and acute exacerbations in COPD: a pilot study
INTRODUCTION: Community-acquired pneumonia (CAP) and acute exacerbations of chronic obstructive pulmonary disease (AECOPD) result in high morbidity, mortality, and socio-economic burden. The usage of easily accessible biomarkers informing on disease entity, severity, prognosis, and pathophysiologica...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10277477/ https://www.ncbi.nlm.nih.gov/pubmed/37342494 http://dx.doi.org/10.3389/fmed.2023.1180746 |
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author | Jung, Anna Lena Han, Maria Griss, Kathrin Bertrams, Wilhelm Nell, Christoph Greulich, Timm Klemmer, Andreas Pott, Hendrik Heider, Dominik Vogelmeier, Claus F. Hippenstiel, Stefan Suttorp, Norbert Schmeck, Bernd |
author_facet | Jung, Anna Lena Han, Maria Griss, Kathrin Bertrams, Wilhelm Nell, Christoph Greulich, Timm Klemmer, Andreas Pott, Hendrik Heider, Dominik Vogelmeier, Claus F. Hippenstiel, Stefan Suttorp, Norbert Schmeck, Bernd |
author_sort | Jung, Anna Lena |
collection | PubMed |
description | INTRODUCTION: Community-acquired pneumonia (CAP) and acute exacerbations of chronic obstructive pulmonary disease (AECOPD) result in high morbidity, mortality, and socio-economic burden. The usage of easily accessible biomarkers informing on disease entity, severity, prognosis, and pathophysiological endotypes is limited in clinical practice. Here, we have analyzed selected plasma markers for their value in differential diagnosis and severity grading in a clinical cohort. METHODS: A pilot cohort of hospitalized patients suffering from CAP (n = 27), AECOPD (n = 10), and healthy subjects (n = 22) were characterized clinically. Clinical scores (PSI, CURB, CRB65, GOLD I-IV, and GOLD ABCD) were obtained, and interleukin-6 (IL-6), interleukin-8 (IL-8), interleukin-2-receptor (IL-2R), lipopolysaccharide-binding protein (LBP), resistin, thrombospondin-1 (TSP-1), lactotransferrin (LTF), neutrophil gelatinase-associated lipocalin (NGAL), neutrophil-elastase-2 (ELA2), hepatocyte growth factor (HGF), soluble Fas (sFas), as well as TNF-related apoptosis-inducing ligand (TRAIL) were measured in plasma. RESULTS: In CAP patients and healthy volunteers, we found significantly different levels of ELA2, HGF, IL-2R, IL-6, IL-8, LBP, resistin, LTF, and TRAIL. The panel of LBP, sFas, and TRAIL could discriminate between uncomplicated and severe CAP. AECOPD patients showed significantly different levels of LTF and TRAIL compared to healthy subjects. Ensemble feature selection revealed that CAP and AECOPD can be discriminated by IL-6, resistin, together with IL-2R. These factors even allow the differentiation between COPD patients suffering from an exacerbation or pneumonia. DISCUSSION: Taken together, we identified immune mediators in patient plasma that provide information on differential diagnosis and disease severity and can therefore serve as biomarkers. Further studies are required for validation in bigger cohorts. |
format | Online Article Text |
id | pubmed-10277477 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102774772023-06-20 Novel protein biomarkers for pneumonia and acute exacerbations in COPD: a pilot study Jung, Anna Lena Han, Maria Griss, Kathrin Bertrams, Wilhelm Nell, Christoph Greulich, Timm Klemmer, Andreas Pott, Hendrik Heider, Dominik Vogelmeier, Claus F. Hippenstiel, Stefan Suttorp, Norbert Schmeck, Bernd Front Med (Lausanne) Medicine INTRODUCTION: Community-acquired pneumonia (CAP) and acute exacerbations of chronic obstructive pulmonary disease (AECOPD) result in high morbidity, mortality, and socio-economic burden. The usage of easily accessible biomarkers informing on disease entity, severity, prognosis, and pathophysiological endotypes is limited in clinical practice. Here, we have analyzed selected plasma markers for their value in differential diagnosis and severity grading in a clinical cohort. METHODS: A pilot cohort of hospitalized patients suffering from CAP (n = 27), AECOPD (n = 10), and healthy subjects (n = 22) were characterized clinically. Clinical scores (PSI, CURB, CRB65, GOLD I-IV, and GOLD ABCD) were obtained, and interleukin-6 (IL-6), interleukin-8 (IL-8), interleukin-2-receptor (IL-2R), lipopolysaccharide-binding protein (LBP), resistin, thrombospondin-1 (TSP-1), lactotransferrin (LTF), neutrophil gelatinase-associated lipocalin (NGAL), neutrophil-elastase-2 (ELA2), hepatocyte growth factor (HGF), soluble Fas (sFas), as well as TNF-related apoptosis-inducing ligand (TRAIL) were measured in plasma. RESULTS: In CAP patients and healthy volunteers, we found significantly different levels of ELA2, HGF, IL-2R, IL-6, IL-8, LBP, resistin, LTF, and TRAIL. The panel of LBP, sFas, and TRAIL could discriminate between uncomplicated and severe CAP. AECOPD patients showed significantly different levels of LTF and TRAIL compared to healthy subjects. Ensemble feature selection revealed that CAP and AECOPD can be discriminated by IL-6, resistin, together with IL-2R. These factors even allow the differentiation between COPD patients suffering from an exacerbation or pneumonia. DISCUSSION: Taken together, we identified immune mediators in patient plasma that provide information on differential diagnosis and disease severity and can therefore serve as biomarkers. Further studies are required for validation in bigger cohorts. Frontiers Media S.A. 2023-06-05 /pmc/articles/PMC10277477/ /pubmed/37342494 http://dx.doi.org/10.3389/fmed.2023.1180746 Text en Copyright © 2023 Jung, Han, Griss, Bertrams, Nell, Greulich, Klemmer, Pott, Heider, Vogelmeier, Hippenstiel, Suttorp and Schmeck. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Medicine Jung, Anna Lena Han, Maria Griss, Kathrin Bertrams, Wilhelm Nell, Christoph Greulich, Timm Klemmer, Andreas Pott, Hendrik Heider, Dominik Vogelmeier, Claus F. Hippenstiel, Stefan Suttorp, Norbert Schmeck, Bernd Novel protein biomarkers for pneumonia and acute exacerbations in COPD: a pilot study |
title | Novel protein biomarkers for pneumonia and acute exacerbations in COPD: a pilot study |
title_full | Novel protein biomarkers for pneumonia and acute exacerbations in COPD: a pilot study |
title_fullStr | Novel protein biomarkers for pneumonia and acute exacerbations in COPD: a pilot study |
title_full_unstemmed | Novel protein biomarkers for pneumonia and acute exacerbations in COPD: a pilot study |
title_short | Novel protein biomarkers for pneumonia and acute exacerbations in COPD: a pilot study |
title_sort | novel protein biomarkers for pneumonia and acute exacerbations in copd: a pilot study |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10277477/ https://www.ncbi.nlm.nih.gov/pubmed/37342494 http://dx.doi.org/10.3389/fmed.2023.1180746 |
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