Assessment of risk scores to predict mortality of COVID-19 patients admitted to the intensive care unit

Detalhes bibliográficos
Autor(a) principal: Nogueira, Matheus Carvalho Alves
Data de Publicação: 2023
Outros Autores: 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, Costa, Josiane Moreira da, Schwarzbold, Alexandre Vargas, Gomes, Angélica Gomides dos Reis, Pessoa, Bruno Porto, Matos, Carolina Cunha, Cimini, Christiane Corrêa Rodrigues, Carvalho, Cíntia Alcântara de, Ponce, Daniela [UNESP], 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 [UNESP], Zandoná, Liege Barella, Castro, Luís César de, Souza, Maíra Dias, Carneiro, Marcelo, Bicalho, Maria Aparecida Camargos, Vilaça, Mariana do Nascimento, Bonardi, Naiara Patrícia Fagundes, Oliveira, Neimy Ramos de, Lutkmeier, Raquel, Francisco, Saionara Cristina, Araújo, Silvia Ferreira, Delfino-Pereira, Polianna, Marcolino, Milena Soriano
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.3389/fmed.2023.1130218
http://hdl.handle.net/11449/247411
Resumo: Objectives: To assess the ABC2-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. ABC2-SPH was used as the reference score, and comparisons between ABC2-SPH and the other scores were performed by using the Bonferroni method of correction. The primary outcome was in-hospital mortality. Results: ABC2-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 ABC2-SPH and SAPS-3, 4C Mortality Score, and the novel severity score. Conclusion: ABC2-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.
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spelling Assessment of risk scores to predict mortality of COVID-19 patients admitted to the intensive care unitCOVID-19intensive care unitmortalityprognosisrisk scoresSARS-CoV-2Objectives: To assess the ABC2-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. ABC2-SPH was used as the reference score, and comparisons between ABC2-SPH and the other scores were performed by using the Bonferroni method of correction. The primary outcome was in-hospital mortality. Results: ABC2-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 ABC2-SPH and SAPS-3, 4C Mortality Score, and the novel severity score. Conclusion: ABC2-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.Department of Internal Medicine Medical School and University Hospital Universidade Federal de Minas GeraisDepartment of Statistics Universidade Federal de Minas GeraisHospital Metropolitano Doutor Célio de CastroCentro Universitário de Belo Horizonte (UniBH)Faculdade de Ciências Médicas de Minas GeraisPontifícia Universidade Católica de Minas GeraisHospital Risoleta Tolentino NevesUniversidade Federal dos Vales do Jequitinhonha e MucuriHospital Universitário de Santa Maria/EBSERHDepartment of Internal Medicine Universidade Federal de Santa MariaHospitais da Rede Mater DeiHospital Julia KubitschekHospital Santa RosáliaHospital João XXIIIFaculdade de Medicina de Botucatu Universidade Estadual Paulista Júlio de Mesquita FilhoHospital Mãe de DeusHospital Universitário de CanoasHospital Nossa Senhora da Conceição and Hospital Cristo RedentorInstituto OrizontiHospital Santo AntônioHospital Santa Casa de Misericórdia de Belo HorizonteHospital Universitário Ciências MédicasInstitute for Health Technology Assessment (IATS)Hospital Bruno BornHospital Metropolitano Odilon BehrensHospital Santa CruzUniversidade Federal de São João Del ReiHospital Eduardo de MenezesHospital SemperTelehealth Center University Hospital Universidade Federal de Minas GeraisFaculdade de Medicina de Botucatu Universidade Estadual Paulista Júlio de Mesquita FilhoUniversidade Federal de Minas Gerais (UFMG)Hospital Metropolitano Doutor Célio de CastroCentro Universitário de Belo Horizonte (UniBH)Faculdade de Ciências Médicas de Minas GeraisPontifícia Universidade Católica de Minas GeraisHospital Risoleta Tolentino NevesUniversidade Federal dos Vales do Jequitinhonha e MucuriHospital Universitário de Santa Maria/EBSERHUniversidade Federal de Santa MariaHospitais da Rede Mater DeiHospital Julia KubitschekHospital Santa RosáliaHospital João XXIIIUniversidade Estadual Paulista (UNESP)Hospital Mãe de DeusHospital Universitário de CanoasHospital Nossa Senhora da Conceição and Hospital Cristo RedentorInstituto OrizontiHospital Santo AntônioHospital Santa Casa de Misericórdia de Belo HorizonteHospital Universitário Ciências MédicasInstitute for Health Technology Assessment (IATS)Hospital Bruno BornHospital Metropolitano Odilon BehrensHospital Santa CruzUniversidade Federal de São João Del ReiHospital Eduardo de MenezesHospital SemperNogueira, Matheus Carvalho AlvesNobre, VandackPires, Magda CarvalhoRamos, Lucas Emanuel FerreiraRibeiro, Yara Cristina Neves Marques BarbosaAguiar, Rubia Laura OliveiraVigil, Flavia Maria BorgesGomes, Virginia Mara ReisSantos, Camila de OliveiraMiranda, Davi MesquitaDurães, Pamela Andrea AlvesCosta, Josiane Moreira daSchwarzbold, Alexandre VargasGomes, Angélica Gomides dos ReisPessoa, Bruno PortoMatos, Carolina CunhaCimini, Christiane Corrêa RodriguesCarvalho, Cíntia Alcântara dePonce, Daniela [UNESP]Manenti, Euler Roberto FernandesCenci, Evelin Paola de AlmeidaAnschau, FernandoCosta, Flávia Carvalho CardosoNascimento, Francine Janaina MagalhãesBartolazzi, FredericoGrizende, Genna Maira SantosVianna, Heloisa ReniersNepomuceno, Jomar CristeliRuschel, Karen Brasil [UNESP]Zandoná, Liege BarellaCastro, Luís César deSouza, Maíra DiasCarneiro, MarceloBicalho, Maria Aparecida CamargosVilaça, Mariana do NascimentoBonardi, Naiara Patrícia FagundesOliveira, Neimy Ramos deLutkmeier, RaquelFrancisco, Saionara CristinaAraújo, Silvia FerreiraDelfino-Pereira, PoliannaMarcolino, Milena Soriano2023-07-29T13:15:21Z2023-07-29T13:15:21Z2023-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.3389/fmed.2023.1130218Frontiers in Medicine, v. 10.2296-858Xhttp://hdl.handle.net/11449/24741110.3389/fmed.2023.11302182-s2.0-85159894252Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengFrontiers in Medicineinfo:eu-repo/semantics/openAccess2023-07-29T13:15:21Zoai:repositorio.unesp.br:11449/247411Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T22:39:11.044084Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv 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
spellingShingle Assessment of risk scores to predict mortality of COVID-19 patients admitted to the intensive care unit
Nogueira, Matheus Carvalho Alves
COVID-19
intensive care unit
mortality
prognosis
risk scores
SARS-CoV-2
title_short 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_sort Assessment of risk scores to predict mortality of COVID-19 patients admitted to the intensive care unit
author Nogueira, Matheus Carvalho Alves
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
Costa, Josiane Moreira da
Schwarzbold, Alexandre Vargas
Gomes, Angélica Gomides dos Reis
Pessoa, Bruno Porto
Matos, Carolina Cunha
Cimini, Christiane Corrêa Rodrigues
Carvalho, Cíntia Alcântara de
Ponce, Daniela [UNESP]
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 [UNESP]
Zandoná, Liege Barella
Castro, Luís César de
Souza, Maíra Dias
Carneiro, Marcelo
Bicalho, Maria Aparecida Camargos
Vilaça, Mariana do Nascimento
Bonardi, Naiara Patrícia Fagundes
Oliveira, Neimy Ramos de
Lutkmeier, Raquel
Francisco, Saionara Cristina
Araújo, Silvia Ferreira
Delfino-Pereira, Polianna
Marcolino, Milena Soriano
author_role author
author2 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
Costa, Josiane Moreira da
Schwarzbold, Alexandre Vargas
Gomes, Angélica Gomides dos Reis
Pessoa, Bruno Porto
Matos, Carolina Cunha
Cimini, Christiane Corrêa Rodrigues
Carvalho, Cíntia Alcântara de
Ponce, Daniela [UNESP]
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 [UNESP]
Zandoná, Liege Barella
Castro, Luís César de
Souza, Maíra Dias
Carneiro, Marcelo
Bicalho, Maria Aparecida Camargos
Vilaça, Mariana do Nascimento
Bonardi, Naiara Patrícia Fagundes
Oliveira, Neimy Ramos de
Lutkmeier, Raquel
Francisco, Saionara Cristina
Araújo, Silvia Ferreira
Delfino-Pereira, Polianna
Marcolino, Milena Soriano
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Federal de Minas Gerais (UFMG)
Hospital Metropolitano Doutor Célio de Castro
Centro Universitário de Belo Horizonte (UniBH)
Faculdade de Ciências Médicas de Minas Gerais
Pontifícia Universidade Católica de Minas Gerais
Hospital Risoleta Tolentino Neves
Universidade Federal dos Vales do Jequitinhonha e Mucuri
Hospital Universitário de Santa Maria/EBSERH
Universidade Federal de Santa Maria
Hospitais da Rede Mater Dei
Hospital Julia Kubitschek
Hospital Santa Rosália
Hospital João XXIII
Universidade Estadual Paulista (UNESP)
Hospital Mãe de Deus
Hospital Universitário de Canoas
Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor
Instituto Orizonti
Hospital Santo Antônio
Hospital Santa Casa de Misericórdia de Belo Horizonte
Hospital Universitário Ciências Médicas
Institute for Health Technology Assessment (IATS)
Hospital Bruno Born
Hospital Metropolitano Odilon Behrens
Hospital Santa Cruz
Universidade Federal de São João Del Rei
Hospital Eduardo de Menezes
Hospital Semper
dc.contributor.author.fl_str_mv 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
Costa, Josiane Moreira da
Schwarzbold, Alexandre Vargas
Gomes, Angélica Gomides dos Reis
Pessoa, Bruno Porto
Matos, Carolina Cunha
Cimini, Christiane Corrêa Rodrigues
Carvalho, Cíntia Alcântara de
Ponce, Daniela [UNESP]
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 [UNESP]
Zandoná, Liege Barella
Castro, Luís César de
Souza, Maíra Dias
Carneiro, Marcelo
Bicalho, Maria Aparecida Camargos
Vilaça, Mariana do Nascimento
Bonardi, Naiara Patrícia Fagundes
Oliveira, Neimy Ramos de
Lutkmeier, Raquel
Francisco, Saionara Cristina
Araújo, Silvia Ferreira
Delfino-Pereira, Polianna
Marcolino, Milena Soriano
dc.subject.por.fl_str_mv COVID-19
intensive care unit
mortality
prognosis
risk scores
SARS-CoV-2
topic COVID-19
intensive care unit
mortality
prognosis
risk scores
SARS-CoV-2
description Objectives: To assess the ABC2-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. ABC2-SPH was used as the reference score, and comparisons between ABC2-SPH and the other scores were performed by using the Bonferroni method of correction. The primary outcome was in-hospital mortality. Results: ABC2-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 ABC2-SPH and SAPS-3, 4C Mortality Score, and the novel severity score. Conclusion: ABC2-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.
publishDate 2023
dc.date.none.fl_str_mv 2023-07-29T13:15:21Z
2023-07-29T13:15:21Z
2023-01-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.3389/fmed.2023.1130218
Frontiers in Medicine, v. 10.
2296-858X
http://hdl.handle.net/11449/247411
10.3389/fmed.2023.1130218
2-s2.0-85159894252
url http://dx.doi.org/10.3389/fmed.2023.1130218
http://hdl.handle.net/11449/247411
identifier_str_mv Frontiers in Medicine, v. 10.
2296-858X
10.3389/fmed.2023.1130218
2-s2.0-85159894252
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Frontiers in Medicine
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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