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Assessment of risk scores to predict mortality of COVID-19 patients admitted to the intensive care unit
OBJECTIVES: To assess the ABC(2)-SPH score in predicting COVID-19 in-hospital mortality, during intensive care unit (ICU) admission, and to compare its performance with other scores (SOFA, SAPS-3, NEWS2, 4C Mortality Score, SOARS, CURB-65, modified CHA2DS2-VASc, and a novel severity score). MATERIAL...
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/PMC10157088/ https://www.ncbi.nlm.nih.gov/pubmed/37153097 http://dx.doi.org/10.3389/fmed.2023.1130218 |
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author | Nogueira, Matheus Carvalho Alves Nobre, Vandack Pires, Magda Carvalho Ramos, Lucas Emanuel Ferreira Ribeiro, Yara Cristina Neves Marques Barbosa Aguiar, Rubia Laura Oliveira Vigil, Flavia Maria Borges Gomes, Virginia Mara Reis Santos, Camila de Oliveira Miranda, Davi Mesquita Durães, Pamela Andrea Alves da Costa, Josiane Moreira Schwarzbold, Alexandre Vargas Gomes, Angélica Gomides dos Reis Pessoa, Bruno Porto Matos, Carolina Cunha Cimini, Christiane Corrêa Rodrigues de Carvalho, Cíntia Alcântara Ponce, Daniela Manenti, Euler Roberto Fernandes Cenci, Evelin Paola de Almeida Anschau, Fernando Costa, Flávia Carvalho Cardoso Nascimento, Francine Janaina Magalhães Bartolazzi, Frederico Grizende, Genna Maira Santos Vianna, Heloisa Reniers Nepomuceno, Jomar Cristeli Ruschel, Karen Brasil Zandoná, Liege Barella de Castro, Luís César Souza, Maíra Dias Carneiro, Marcelo Bicalho, Maria Aparecida Camargos Vilaça, Mariana do Nascimento Bonardi, Naiara Patrícia Fagundes de Oliveira, Neimy Ramos Lutkmeier, Raquel Francisco, Saionara Cristina Araújo, Silvia Ferreira Delfino-Pereira, Polianna Marcolino, Milena Soriano |
author_facet | Nogueira, Matheus Carvalho Alves Nobre, Vandack Pires, Magda Carvalho Ramos, Lucas Emanuel Ferreira Ribeiro, Yara Cristina Neves Marques Barbosa Aguiar, Rubia Laura Oliveira Vigil, Flavia Maria Borges Gomes, Virginia Mara Reis Santos, Camila de Oliveira Miranda, Davi Mesquita Durães, Pamela Andrea Alves da Costa, Josiane Moreira Schwarzbold, Alexandre Vargas Gomes, Angélica Gomides dos Reis Pessoa, Bruno Porto Matos, Carolina Cunha Cimini, Christiane Corrêa Rodrigues de Carvalho, Cíntia Alcântara Ponce, Daniela Manenti, Euler Roberto Fernandes Cenci, Evelin Paola de Almeida Anschau, Fernando Costa, Flávia Carvalho Cardoso Nascimento, Francine Janaina Magalhães Bartolazzi, Frederico Grizende, Genna Maira Santos Vianna, Heloisa Reniers Nepomuceno, Jomar Cristeli Ruschel, Karen Brasil Zandoná, Liege Barella de Castro, Luís César Souza, Maíra Dias Carneiro, Marcelo Bicalho, Maria Aparecida Camargos Vilaça, Mariana do Nascimento Bonardi, Naiara Patrícia Fagundes de Oliveira, Neimy Ramos Lutkmeier, Raquel Francisco, Saionara Cristina Araújo, Silvia Ferreira Delfino-Pereira, Polianna Marcolino, Milena Soriano |
author_sort | Nogueira, Matheus Carvalho Alves |
collection | PubMed |
description | OBJECTIVES: To assess the ABC(2)-SPH score in predicting COVID-19 in-hospital mortality, during intensive care unit (ICU) admission, and to compare its performance with other scores (SOFA, SAPS-3, NEWS2, 4C Mortality Score, SOARS, CURB-65, modified CHA2DS2-VASc, and a novel severity score). MATERIALS AND METHODS: Consecutive patients (≥ 18 years) with laboratory-confirmed COVID-19 admitted to ICUs of 25 hospitals, located in 17 Brazilian cities, from October 2020 to March 2022, were included. Overall performance of the scores was evaluated using the Brier score. ABC(2)-SPH was used as the reference score, and comparisons between ABC(2)-SPH and the other scores were performed by using the Bonferroni method of correction. The primary outcome was in-hospital mortality. RESULTS: ABC(2)-SPH had an area under the curve of 0.716 (95% CI 0.693–0.738), significantly higher than CURB-65, SOFA, NEWS2, SOARS, and modified CHA2DS2-VASc scores. There was no statistically significant difference between ABC(2)-SPH and SAPS-3, 4C Mortality Score, and the novel severity score. CONCLUSION: ABC(2)-SPH was superior to other risk scores, but it still did not demonstrate an excellent predictive ability for mortality in critically ill COVID-19 patients. Our results indicate the need to develop a new score, for this subset of patients. |
format | Online Article Text |
id | pubmed-10157088 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-101570882023-05-05 Assessment of risk scores to predict mortality of COVID-19 patients admitted to the intensive care unit Nogueira, Matheus Carvalho Alves Nobre, Vandack Pires, Magda Carvalho Ramos, Lucas Emanuel Ferreira Ribeiro, Yara Cristina Neves Marques Barbosa Aguiar, Rubia Laura Oliveira Vigil, Flavia Maria Borges Gomes, Virginia Mara Reis Santos, Camila de Oliveira Miranda, Davi Mesquita Durães, Pamela Andrea Alves da Costa, Josiane Moreira Schwarzbold, Alexandre Vargas Gomes, Angélica Gomides dos Reis Pessoa, Bruno Porto Matos, Carolina Cunha Cimini, Christiane Corrêa Rodrigues de Carvalho, Cíntia Alcântara Ponce, Daniela Manenti, Euler Roberto Fernandes Cenci, Evelin Paola de Almeida Anschau, Fernando Costa, Flávia Carvalho Cardoso Nascimento, Francine Janaina Magalhães Bartolazzi, Frederico Grizende, Genna Maira Santos Vianna, Heloisa Reniers Nepomuceno, Jomar Cristeli Ruschel, Karen Brasil Zandoná, Liege Barella de Castro, Luís César Souza, Maíra Dias Carneiro, Marcelo Bicalho, Maria Aparecida Camargos Vilaça, Mariana do Nascimento Bonardi, Naiara Patrícia Fagundes de Oliveira, Neimy Ramos Lutkmeier, Raquel Francisco, Saionara Cristina Araújo, Silvia Ferreira Delfino-Pereira, Polianna Marcolino, Milena Soriano Front Med (Lausanne) Medicine OBJECTIVES: To assess the ABC(2)-SPH score in predicting COVID-19 in-hospital mortality, during intensive care unit (ICU) admission, and to compare its performance with other scores (SOFA, SAPS-3, NEWS2, 4C Mortality Score, SOARS, CURB-65, modified CHA2DS2-VASc, and a novel severity score). MATERIALS AND METHODS: Consecutive patients (≥ 18 years) with laboratory-confirmed COVID-19 admitted to ICUs of 25 hospitals, located in 17 Brazilian cities, from October 2020 to March 2022, were included. Overall performance of the scores was evaluated using the Brier score. ABC(2)-SPH was used as the reference score, and comparisons between ABC(2)-SPH and the other scores were performed by using the Bonferroni method of correction. The primary outcome was in-hospital mortality. RESULTS: ABC(2)-SPH had an area under the curve of 0.716 (95% CI 0.693–0.738), significantly higher than CURB-65, SOFA, NEWS2, SOARS, and modified CHA2DS2-VASc scores. There was no statistically significant difference between ABC(2)-SPH and SAPS-3, 4C Mortality Score, and the novel severity score. CONCLUSION: ABC(2)-SPH was superior to other risk scores, but it still did not demonstrate an excellent predictive ability for mortality in critically ill COVID-19 patients. Our results indicate the need to develop a new score, for this subset of patients. Frontiers Media S.A. 2023-04-20 /pmc/articles/PMC10157088/ /pubmed/37153097 http://dx.doi.org/10.3389/fmed.2023.1130218 Text en Copyright © 2023 Nogueira, Nobre, Pires, Ramos, Ribeiro, Aguiar, Vigil, Gomes, Santos, Miranda, Durães, Costa, Schwarzbold, Gomes, Pessoa, Matos, Cimini, Carvalho, Ponce, Manenti, Cenci, Anschau, Costa, Nascimento, Bartolazzi, Grizende, Vianna, Nepomuceno, Ruschel, Zandoná, Castro, Souza, Carneiro, Bicalho, Vilaça, Bonardi, Oliveira, Lutkmeier, Francisco, Araújo, Delfino-Pereira and Marcolino. 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 Nogueira, Matheus Carvalho Alves Nobre, Vandack Pires, Magda Carvalho Ramos, Lucas Emanuel Ferreira Ribeiro, Yara Cristina Neves Marques Barbosa Aguiar, Rubia Laura Oliveira Vigil, Flavia Maria Borges Gomes, Virginia Mara Reis Santos, Camila de Oliveira Miranda, Davi Mesquita Durães, Pamela Andrea Alves da Costa, Josiane Moreira Schwarzbold, Alexandre Vargas Gomes, Angélica Gomides dos Reis Pessoa, Bruno Porto Matos, Carolina Cunha Cimini, Christiane Corrêa Rodrigues de Carvalho, Cíntia Alcântara Ponce, Daniela Manenti, Euler Roberto Fernandes Cenci, Evelin Paola de Almeida Anschau, Fernando Costa, Flávia Carvalho Cardoso Nascimento, Francine Janaina Magalhães Bartolazzi, Frederico Grizende, Genna Maira Santos Vianna, Heloisa Reniers Nepomuceno, Jomar Cristeli Ruschel, Karen Brasil Zandoná, Liege Barella de Castro, Luís César Souza, Maíra Dias Carneiro, Marcelo Bicalho, Maria Aparecida Camargos Vilaça, Mariana do Nascimento Bonardi, Naiara Patrícia Fagundes de Oliveira, Neimy Ramos Lutkmeier, Raquel Francisco, Saionara Cristina Araújo, Silvia Ferreira Delfino-Pereira, Polianna Marcolino, Milena Soriano Assessment of risk scores to predict mortality of COVID-19 patients admitted to the intensive care unit |
title | Assessment of risk scores to predict mortality of COVID-19 patients admitted to the intensive care unit |
title_full | Assessment of risk scores to predict mortality of COVID-19 patients admitted to the intensive care unit |
title_fullStr | Assessment of risk scores to predict mortality of COVID-19 patients admitted to the intensive care unit |
title_full_unstemmed | Assessment of risk scores to predict mortality of COVID-19 patients admitted to the intensive care unit |
title_short | Assessment of risk scores to predict mortality of COVID-19 patients admitted to the intensive care unit |
title_sort | assessment of risk scores to predict mortality of covid-19 patients admitted to the intensive care unit |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10157088/ https://www.ncbi.nlm.nih.gov/pubmed/37153097 http://dx.doi.org/10.3389/fmed.2023.1130218 |
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