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Community-acquired pneumonia severity assessment tools in patients hospitalized with COVID-19: a validation and clinical applicability study
OBJECTIVE: To externally validate community-acquired pneumonia (CAP) tools on patients hospitalized with coronavirus disease 2019 (COVID-19) pneumonia from two distinct countries, and compare their performance with recently developed COVID-19 mortality risk stratification tools. METHODS: We evaluate...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Author(s). Published by Elsevier Ltd on behalf of European Society of Clinical Microbiology and Infectious Diseases.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8016546/ https://www.ncbi.nlm.nih.gov/pubmed/33813111 http://dx.doi.org/10.1016/j.cmi.2021.03.002 |
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author | Lazar Neto, Felippe Marino, Lucas Oliveira Torres, Antoni Cilloniz, Catia Meirelles Marchini, Julio Flavio Garcia de Alencar, Julio Cesar Palomeque, Andrea Albacar, Núria Brandão Neto, Rodrigo Antônio Souza, Heraldo Possolo Ranzani, Otavio T. |
author_facet | Lazar Neto, Felippe Marino, Lucas Oliveira Torres, Antoni Cilloniz, Catia Meirelles Marchini, Julio Flavio Garcia de Alencar, Julio Cesar Palomeque, Andrea Albacar, Núria Brandão Neto, Rodrigo Antônio Souza, Heraldo Possolo Ranzani, Otavio T. |
author_sort | Lazar Neto, Felippe |
collection | PubMed |
description | OBJECTIVE: To externally validate community-acquired pneumonia (CAP) tools on patients hospitalized with coronavirus disease 2019 (COVID-19) pneumonia from two distinct countries, and compare their performance with recently developed COVID-19 mortality risk stratification tools. METHODS: We evaluated 11 risk stratification scores in a binational retrospective cohort of patients hospitalized with COVID-19 pneumonia in São Paulo and Barcelona: Pneumonia Severity Index (PSI), CURB, CURB-65, qSOFA, Infectious Disease Society of America and American Thoracic Society Minor Criteria, REA-ICU, SCAP, SMART-COP, CALL, COVID GRAM and 4C. The primary and secondary outcomes were 30-day in-hospital mortality and 7-day intensive care unit (ICU) admission, respectively. We compared their predictive performance using the area under the receiver operating characteristics curve (AUC), sensitivity, specificity, likelihood ratios, calibration plots and decision curve analysis. RESULTS: Of 1363 patients, the mean (SD) age was 61 (16) years. The 30-day in-hospital mortality rate was 24.6% (228/925) in São Paulo and 21.0% (92/438) in Barcelona. For in-hospital mortality, we found higher AUCs for PSI (0.79, 95% CI 0.77–0.82), 4C (0.78, 95% CI 0.75–0.81), COVID GRAM (0.77, 95% CI 0.75–0.80) and CURB-65 (0.74, 95% CI 0.72–0.77). Results were similar for both countries. For the 1%–20% threshold range in decision curve analysis, PSI would avoid a higher number of unnecessary interventions, followed by the 4C score. All scores had poor performance (AUC <0.65) for 7-day ICU admission. CONCLUSIONS: Recent clinical COVID-19 assessment scores had comparable performance to standard pneumonia prognostic tools. Because it is expected that new scores outperform older ones during development, external validation studies are needed before recommending their use. |
format | Online Article Text |
id | pubmed-8016546 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Author(s). Published by Elsevier Ltd on behalf of European Society of Clinical Microbiology and Infectious Diseases. |
record_format | MEDLINE/PubMed |
spelling | pubmed-80165462021-04-02 Community-acquired pneumonia severity assessment tools in patients hospitalized with COVID-19: a validation and clinical applicability study Lazar Neto, Felippe Marino, Lucas Oliveira Torres, Antoni Cilloniz, Catia Meirelles Marchini, Julio Flavio Garcia de Alencar, Julio Cesar Palomeque, Andrea Albacar, Núria Brandão Neto, Rodrigo Antônio Souza, Heraldo Possolo Ranzani, Otavio T. Clin Microbiol Infect Original Article OBJECTIVE: To externally validate community-acquired pneumonia (CAP) tools on patients hospitalized with coronavirus disease 2019 (COVID-19) pneumonia from two distinct countries, and compare their performance with recently developed COVID-19 mortality risk stratification tools. METHODS: We evaluated 11 risk stratification scores in a binational retrospective cohort of patients hospitalized with COVID-19 pneumonia in São Paulo and Barcelona: Pneumonia Severity Index (PSI), CURB, CURB-65, qSOFA, Infectious Disease Society of America and American Thoracic Society Minor Criteria, REA-ICU, SCAP, SMART-COP, CALL, COVID GRAM and 4C. The primary and secondary outcomes were 30-day in-hospital mortality and 7-day intensive care unit (ICU) admission, respectively. We compared their predictive performance using the area under the receiver operating characteristics curve (AUC), sensitivity, specificity, likelihood ratios, calibration plots and decision curve analysis. RESULTS: Of 1363 patients, the mean (SD) age was 61 (16) years. The 30-day in-hospital mortality rate was 24.6% (228/925) in São Paulo and 21.0% (92/438) in Barcelona. For in-hospital mortality, we found higher AUCs for PSI (0.79, 95% CI 0.77–0.82), 4C (0.78, 95% CI 0.75–0.81), COVID GRAM (0.77, 95% CI 0.75–0.80) and CURB-65 (0.74, 95% CI 0.72–0.77). Results were similar for both countries. For the 1%–20% threshold range in decision curve analysis, PSI would avoid a higher number of unnecessary interventions, followed by the 4C score. All scores had poor performance (AUC <0.65) for 7-day ICU admission. CONCLUSIONS: Recent clinical COVID-19 assessment scores had comparable performance to standard pneumonia prognostic tools. Because it is expected that new scores outperform older ones during development, external validation studies are needed before recommending their use. The Author(s). Published by Elsevier Ltd on behalf of European Society of Clinical Microbiology and Infectious Diseases. 2021-07 2021-04-02 /pmc/articles/PMC8016546/ /pubmed/33813111 http://dx.doi.org/10.1016/j.cmi.2021.03.002 Text en © 2021 The Author(s) Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Original Article Lazar Neto, Felippe Marino, Lucas Oliveira Torres, Antoni Cilloniz, Catia Meirelles Marchini, Julio Flavio Garcia de Alencar, Julio Cesar Palomeque, Andrea Albacar, Núria Brandão Neto, Rodrigo Antônio Souza, Heraldo Possolo Ranzani, Otavio T. Community-acquired pneumonia severity assessment tools in patients hospitalized with COVID-19: a validation and clinical applicability study |
title | Community-acquired pneumonia severity assessment tools in patients hospitalized with COVID-19: a validation and clinical applicability study |
title_full | Community-acquired pneumonia severity assessment tools in patients hospitalized with COVID-19: a validation and clinical applicability study |
title_fullStr | Community-acquired pneumonia severity assessment tools in patients hospitalized with COVID-19: a validation and clinical applicability study |
title_full_unstemmed | Community-acquired pneumonia severity assessment tools in patients hospitalized with COVID-19: a validation and clinical applicability study |
title_short | Community-acquired pneumonia severity assessment tools in patients hospitalized with COVID-19: a validation and clinical applicability study |
title_sort | community-acquired pneumonia severity assessment tools in patients hospitalized with covid-19: a validation and clinical applicability study |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8016546/ https://www.ncbi.nlm.nih.gov/pubmed/33813111 http://dx.doi.org/10.1016/j.cmi.2021.03.002 |
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