TY - JOUR
T1 - Community-acquired pneumonia severity assessment tools in patients hospitalized with COVID-19
T2 - a validation and clinical applicability study
AU - COVID Registry Team
AU - Medical Students
AU - Residents
AU - Attending physicians
AU - Lazar Neto, Felippe
AU - Marino, Lucas Oliveira
AU - Torres, Antoni
AU - Cilloniz, Catia
AU - Meirelles Marchini, Julio Flavio
AU - Garcia de Alencar, Julio Cesar
AU - Palomeque, Andrea
AU - Albacar, Núria
AU - Brandão Neto, Rodrigo Antônio
AU - Souza, Heraldo Possolo
AU - Ranzani, Otavio T.
AU - Bortolotto, Alexandre Lemos
AU - Müller Veiga, Alicia Dudy
AU - Bellintani, Arthur Petrillo
AU - Fantinatti, Beatriz Larios
AU - Nicolao, Bianca Ruiz
AU - Caldeira, Bruna Tolentino
AU - Umehara Juck, Carlos Eduardo
AU - Bueno, Cauê Gasparatto
AU - Takamune, Diego Juniti
AU - Guidotte, Diogo Visconti
AU - D'Souza, Edwin Albert
AU - Oliveira Silva, Emily Cristine
AU - Brito Miyaguchi, Erika Thiemy
AU - Gomes da Silva, Ester Minã
AU - Santos Moreira, Everton Luis
AU - Fonseca e Silva, Fernanda Máximo
AU - de Paula Maroni Escudeiro, Gabriel
AU - Travessini, Gabriel
AU - Costa, Giovanna Babikian
AU - Tibucheski dos Santos, Henrique
AU - Omori, Isabela Harumi
AU - Baptista, João Martelleto
AU - Afonso Nascimento, João Pedro
AU - de Góes Campos, Laura
AU - Lima, Ligia Trombetta
AU - Boscolo, Luiza
AU - Adsuara Pandolfi, Manuela Cristina
AU - de Oliveira Silva, Marcelo
AU - Sanches, Marcelo Petrof
AU - Saad Menezes, Maria Clara
AU - Gonçalves Cimatti De Calasans, Mariana Mendes
AU - Lima de Faria, Matheus Finardi
AU - Bezerra Martins, Nilo Arthur
AU - Albuquerque de Moura, Patricia
AU - Araújo Simões, Pedro Antonio
AU - Luna, Rafael Berenguer
AU - Nishiaka, Renata Kan
AU - Miléo, Rodrigo Cezar
AU - de Souza Abreu, Rodrigo
N1 - Publisher Copyright:
© 2021 The Author(s)
PY - 2021/7
Y1 - 2021/7
N2 - 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.
AB - 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.
KW - Coronavirus
KW - Coronavirus disease 2019
KW - Mortality
KW - Pneumonia
KW - Prediction
KW - Prognosis
KW - Severity
KW - Validation
UR - http://www.scopus.com/inward/record.url?scp=85104931335&partnerID=8YFLogxK
U2 - 10.1016/j.cmi.2021.03.002
DO - 10.1016/j.cmi.2021.03.002
M3 - Original Article
C2 - 33813111
AN - SCOPUS:85104931335
SN - 1198-743X
VL - 27
SP - 1037.e1-1037.e8
JO - Clinical Microbiology and Infection
JF - Clinical Microbiology and Infection
IS - 7
ER -