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An Interferon Signature Discriminates Pneumococcal From Staphylococcal Pneumonia
Streptococcus pneumoniae is the most common cause of community-acquired pneumonia (CAP). Despite the low prevalence of CAP caused by methicillin-resistant Staphylococcus aureus (MRSA), CAP patients often receive empirical antibiotic therapy providing coverage for MRSA such as vancomycin or linezolid...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6026679/ https://www.ncbi.nlm.nih.gov/pubmed/29988532 http://dx.doi.org/10.3389/fimmu.2018.01424 |
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author | Strehlitz, Anja Goldmann, Oliver Pils, Marina C. Pessler, Frank Medina, Eva |
author_facet | Strehlitz, Anja Goldmann, Oliver Pils, Marina C. Pessler, Frank Medina, Eva |
author_sort | Strehlitz, Anja |
collection | PubMed |
description | Streptococcus pneumoniae is the most common cause of community-acquired pneumonia (CAP). Despite the low prevalence of CAP caused by methicillin-resistant Staphylococcus aureus (MRSA), CAP patients often receive empirical antibiotic therapy providing coverage for MRSA such as vancomycin or linezolid. An early differentiation between S. pneumoniae and S. aureus pneumonia can help to reduce the use of unnecessary antibiotics. The objective of this study was to identify candidate biomarkers that can discriminate pneumococcal from staphylococcal pneumonia. A genome-wide transcriptional analysis of lung and peripheral blood performed in murine models of S. pneumoniae and S. aureus lung infection identified an interferon signature specifically associated with S. pneumoniae infection. Prediction models built using a support vector machine and Monte Carlo cross-validation, identified the combination of the interferon-induced chemokines CXCL9 and CXCL10 serum concentrations as the set of biomarkers with best sensitivity, specificity, and predictive power that enabled an accurate discrimination between S. pneumoniae and S. aureus pneumonia. The predictive performance of these biomarkers was further validated in an independent cohort of mice. This study highlights the potential of serum CXCL9 and CXCL10 biomarkers as an adjunctive diagnostic tool that could facilitate prompt and correct pathogen-targeted therapy in CAP patients. |
format | Online Article Text |
id | pubmed-6026679 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-60266792018-07-09 An Interferon Signature Discriminates Pneumococcal From Staphylococcal Pneumonia Strehlitz, Anja Goldmann, Oliver Pils, Marina C. Pessler, Frank Medina, Eva Front Immunol Immunology Streptococcus pneumoniae is the most common cause of community-acquired pneumonia (CAP). Despite the low prevalence of CAP caused by methicillin-resistant Staphylococcus aureus (MRSA), CAP patients often receive empirical antibiotic therapy providing coverage for MRSA such as vancomycin or linezolid. An early differentiation between S. pneumoniae and S. aureus pneumonia can help to reduce the use of unnecessary antibiotics. The objective of this study was to identify candidate biomarkers that can discriminate pneumococcal from staphylococcal pneumonia. A genome-wide transcriptional analysis of lung and peripheral blood performed in murine models of S. pneumoniae and S. aureus lung infection identified an interferon signature specifically associated with S. pneumoniae infection. Prediction models built using a support vector machine and Monte Carlo cross-validation, identified the combination of the interferon-induced chemokines CXCL9 and CXCL10 serum concentrations as the set of biomarkers with best sensitivity, specificity, and predictive power that enabled an accurate discrimination between S. pneumoniae and S. aureus pneumonia. The predictive performance of these biomarkers was further validated in an independent cohort of mice. This study highlights the potential of serum CXCL9 and CXCL10 biomarkers as an adjunctive diagnostic tool that could facilitate prompt and correct pathogen-targeted therapy in CAP patients. Frontiers Media S.A. 2018-06-25 /pmc/articles/PMC6026679/ /pubmed/29988532 http://dx.doi.org/10.3389/fimmu.2018.01424 Text en Copyright © 2018 Strehlitz, Goldmann, Pils, Pessler and Medina. 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 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 | Immunology Strehlitz, Anja Goldmann, Oliver Pils, Marina C. Pessler, Frank Medina, Eva An Interferon Signature Discriminates Pneumococcal From Staphylococcal Pneumonia |
title | An Interferon Signature Discriminates Pneumococcal From Staphylococcal Pneumonia |
title_full | An Interferon Signature Discriminates Pneumococcal From Staphylococcal Pneumonia |
title_fullStr | An Interferon Signature Discriminates Pneumococcal From Staphylococcal Pneumonia |
title_full_unstemmed | An Interferon Signature Discriminates Pneumococcal From Staphylococcal Pneumonia |
title_short | An Interferon Signature Discriminates Pneumococcal From Staphylococcal Pneumonia |
title_sort | interferon signature discriminates pneumococcal from staphylococcal pneumonia |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6026679/ https://www.ncbi.nlm.nih.gov/pubmed/29988532 http://dx.doi.org/10.3389/fimmu.2018.01424 |
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