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Individualizing Risk of Multidrug-Resistant Pathogens in Community-Onset Pneumonia
INTRODUCTION: The diffusion of multidrug-resistant (MDR) bacteria has created the need to identify risk factors for acquiring resistant pathogens in patients living in the community. OBJECTIVE: To analyze clinical features of patients with community-onset pneumonia due to MDR pathogens, to evaluate...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4393134/ https://www.ncbi.nlm.nih.gov/pubmed/25860142 http://dx.doi.org/10.1371/journal.pone.0119528 |
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author | Falcone, Marco Russo, Alessandro Giannella, Maddalena Cangemi, Roberto Scarpellini, Maria Gabriella Bertazzoni, Giuliano Alarcón, José Martínez Taliani, Gloria Palange, Paolo Farcomeni, Alessio Vestri, Annarita Bouza, Emilio Violi, Francesco Venditti, Mario |
author_facet | Falcone, Marco Russo, Alessandro Giannella, Maddalena Cangemi, Roberto Scarpellini, Maria Gabriella Bertazzoni, Giuliano Alarcón, José Martínez Taliani, Gloria Palange, Paolo Farcomeni, Alessio Vestri, Annarita Bouza, Emilio Violi, Francesco Venditti, Mario |
author_sort | Falcone, Marco |
collection | PubMed |
description | INTRODUCTION: The diffusion of multidrug-resistant (MDR) bacteria has created the need to identify risk factors for acquiring resistant pathogens in patients living in the community. OBJECTIVE: To analyze clinical features of patients with community-onset pneumonia due to MDR pathogens, to evaluate performance of existing scoring tools and to develop a bedside risk score for an early identification of these patients in the Emergency Department. PATIENTS AND METHODS: This was an open, observational, prospective study of consecutive patients with pneumonia, coming from the community, from January 2011 to January 2013. The new score was validated on an external cohort of 929 patients with pneumonia admitted in internal medicine departments participating at a multicenter prospective study in Spain. RESULTS: A total of 900 patients were included in the study. The final logistic regression model consisted of four variables: 1) one risk factor for HCAP, 2) bilateral pulmonary infiltration, 3) the presence of pleural effusion, and 4) the severity of respiratory impairment calculated by use of PaO2/FiO2 ratio. A new risk score, the ARUC score, was developed; compared to Aliberti, Shorr, and Shindo scores, this point score system has a good discrimination performance (AUC 0.76, 95% CI 0.71-0.82) and calibration (Hosmer-Lemeshow, χ2 = 7.64; p = 0.469). The new score outperformed HCAP definition in predicting etiology due to MDR organism. The performance of this bedside score was confirmed in the validation cohort (AUC 0.68, 95% CI 0.60-0.77). CONCLUSION: Physicians working in ED should adopt simple risk scores, like ARUC score, to select the most appropriate antibiotic regimens. This individualized approach may help clinicians to identify those patients who need an empirical broad-spectrum antibiotic therapy. |
format | Online Article Text |
id | pubmed-4393134 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-43931342015-04-21 Individualizing Risk of Multidrug-Resistant Pathogens in Community-Onset Pneumonia Falcone, Marco Russo, Alessandro Giannella, Maddalena Cangemi, Roberto Scarpellini, Maria Gabriella Bertazzoni, Giuliano Alarcón, José Martínez Taliani, Gloria Palange, Paolo Farcomeni, Alessio Vestri, Annarita Bouza, Emilio Violi, Francesco Venditti, Mario PLoS One Research Article INTRODUCTION: The diffusion of multidrug-resistant (MDR) bacteria has created the need to identify risk factors for acquiring resistant pathogens in patients living in the community. OBJECTIVE: To analyze clinical features of patients with community-onset pneumonia due to MDR pathogens, to evaluate performance of existing scoring tools and to develop a bedside risk score for an early identification of these patients in the Emergency Department. PATIENTS AND METHODS: This was an open, observational, prospective study of consecutive patients with pneumonia, coming from the community, from January 2011 to January 2013. The new score was validated on an external cohort of 929 patients with pneumonia admitted in internal medicine departments participating at a multicenter prospective study in Spain. RESULTS: A total of 900 patients were included in the study. The final logistic regression model consisted of four variables: 1) one risk factor for HCAP, 2) bilateral pulmonary infiltration, 3) the presence of pleural effusion, and 4) the severity of respiratory impairment calculated by use of PaO2/FiO2 ratio. A new risk score, the ARUC score, was developed; compared to Aliberti, Shorr, and Shindo scores, this point score system has a good discrimination performance (AUC 0.76, 95% CI 0.71-0.82) and calibration (Hosmer-Lemeshow, χ2 = 7.64; p = 0.469). The new score outperformed HCAP definition in predicting etiology due to MDR organism. The performance of this bedside score was confirmed in the validation cohort (AUC 0.68, 95% CI 0.60-0.77). CONCLUSION: Physicians working in ED should adopt simple risk scores, like ARUC score, to select the most appropriate antibiotic regimens. This individualized approach may help clinicians to identify those patients who need an empirical broad-spectrum antibiotic therapy. Public Library of Science 2015-04-10 /pmc/articles/PMC4393134/ /pubmed/25860142 http://dx.doi.org/10.1371/journal.pone.0119528 Text en © 2015 Falcone et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Falcone, Marco Russo, Alessandro Giannella, Maddalena Cangemi, Roberto Scarpellini, Maria Gabriella Bertazzoni, Giuliano Alarcón, José Martínez Taliani, Gloria Palange, Paolo Farcomeni, Alessio Vestri, Annarita Bouza, Emilio Violi, Francesco Venditti, Mario Individualizing Risk of Multidrug-Resistant Pathogens in Community-Onset Pneumonia |
title | Individualizing Risk of Multidrug-Resistant Pathogens in Community-Onset Pneumonia |
title_full | Individualizing Risk of Multidrug-Resistant Pathogens in Community-Onset Pneumonia |
title_fullStr | Individualizing Risk of Multidrug-Resistant Pathogens in Community-Onset Pneumonia |
title_full_unstemmed | Individualizing Risk of Multidrug-Resistant Pathogens in Community-Onset Pneumonia |
title_short | Individualizing Risk of Multidrug-Resistant Pathogens in Community-Onset Pneumonia |
title_sort | individualizing risk of multidrug-resistant pathogens in community-onset pneumonia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4393134/ https://www.ncbi.nlm.nih.gov/pubmed/25860142 http://dx.doi.org/10.1371/journal.pone.0119528 |
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