Assessment of risk scores to predict mortality of COVID-19 patients admitted to the intensive care unit
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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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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 |
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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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1808129446805241856 |