Frontiers in Medicine (Apr 2023)
Assessment of risk scores to predict mortality of COVID-19 patients admitted to the intensive care unit
- Matheus Carvalho Alves Nogueira,
- Vandack Nobre,
- Magda Carvalho Pires,
- Lucas Emanuel Ferreira Ramos,
- Yara Cristina Neves Marques Barbosa Ribeiro,
- Rubia Laura Oliveira Aguiar,
- Flavia Maria Borges Vigil,
- Virginia Mara Reis Gomes,
- Camila de Oliveira Santos,
- Davi Mesquita Miranda,
- Pamela Andrea Alves Durães,
- Josiane Moreira da Costa,
- Josiane Moreira da Costa,
- Alexandre Vargas Schwarzbold,
- Alexandre Vargas Schwarzbold,
- Angélica Gomides dos Reis Gomes,
- Bruno Porto Pessoa,
- Carolina Cunha Matos,
- Christiane Corrêa Rodrigues Cimini,
- Cíntia Alcântara de Carvalho,
- Daniela Ponce,
- Euler Roberto Fernandes Manenti,
- Evelin Paola de Almeida Cenci,
- Fernando Anschau,
- Flávia Carvalho Cardoso Costa,
- Francine Janaina Magalhães Nascimento,
- Frederico Bartolazzi,
- Genna Maira Santos Grizende,
- Heloisa Reniers Vianna,
- Jomar Cristeli Nepomuceno,
- Karen Brasil Ruschel,
- Karen Brasil Ruschel,
- Liege Barella Zandoná,
- Luís César de Castro,
- Maíra Dias Souza,
- Marcelo Carneiro,
- Maria Aparecida Camargos Bicalho,
- Maria Aparecida Camargos Bicalho,
- Mariana do Nascimento Vilaça,
- Naiara Patrícia Fagundes Bonardi,
- Neimy Ramos de Oliveira,
- Raquel Lutkmeier,
- Saionara Cristina Francisco,
- Silvia Ferreira Araújo,
- Polianna Delfino-Pereira,
- Polianna Delfino-Pereira,
- Milena Soriano Marcolino,
- Milena Soriano Marcolino,
- Milena Soriano Marcolino
Affiliations
- Matheus Carvalho Alves Nogueira
- Department of Internal Medicine, Medical School and University Hospital, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Vandack Nobre
- Department of Internal Medicine, Medical School and University Hospital, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Magda Carvalho Pires
- Department of Statistics, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Lucas Emanuel Ferreira Ramos
- Department of Statistics, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Yara Cristina Neves Marques Barbosa Ribeiro
- Hospital Metropolitano Doutor Célio de Castro, Belo Horizonte, Brazil
- Rubia Laura Oliveira Aguiar
- Hospital Metropolitano Doutor Célio de Castro, Belo Horizonte, Brazil
- Flavia Maria Borges Vigil
- Hospital Metropolitano Doutor Célio de Castro, Belo Horizonte, Brazil
- Virginia Mara Reis Gomes
- Department of Internal Medicine, Medical School and University Hospital, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Camila de Oliveira Santos
- Centro Universitário de Belo Horizonte (UniBH), Belo Horizonte, Brazil
- Davi Mesquita Miranda
- Faculdade de Ciências Médicas de Minas Gerais, Belo Horizonte, Brazil
- Pamela Andrea Alves Durães
- Pontifícia Universidade Católica de Minas Gerais, Betim, Brazil
- Josiane Moreira da Costa
- Hospital Risoleta Tolentino Neves, Belo Horizonte, Brazil
- Josiane Moreira da Costa
- Universidade Federal dos Vales do Jequitinhonha e Mucuri, Diamantina, Brazil
- Alexandre Vargas Schwarzbold
- Hospital Universitário de Santa Maria/EBSERH, Santa Maria, Brazil
- Alexandre Vargas Schwarzbold
- 0Department of Internal Medicine, Universidade Federal de Santa Maria, Santa Maria, Brazil
- Angélica Gomides dos Reis Gomes
- 1Hospitais da Rede Mater Dei, Belo Horizonte, Brazil
- Bruno Porto Pessoa
- 2Hospital Julia Kubitschek, Belo Horizonte, Brazil
- Carolina Cunha Matos
- Faculdade de Ciências Médicas de Minas Gerais, Belo Horizonte, Brazil
- Christiane Corrêa Rodrigues Cimini
- 3Hospital Santa Rosália, Teófilo Otoni, Brazil
- Cíntia Alcântara de Carvalho
- 4Hospital João XXIII, Belo Horizonte, Brazil
- Daniela Ponce
- 5Faculdade de Medicina de Botucatu, Universidade Estadual Paulista Júlio de Mesquita Filho, Botucatu, Brazil
- Euler Roberto Fernandes Manenti
- 6Hospital Mãe de Deus, Porto Alegre, Brazil
- Evelin Paola de Almeida Cenci
- 7Hospital Universitário de Canoas, Canoas, Brazil
- Fernando Anschau
- 8Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor, Porto Alegre, Brazil
- Flávia Carvalho Cardoso Costa
- 0Department of Internal Medicine, Universidade Federal de Santa Maria, Santa Maria, Brazil
- Francine Janaina Magalhães Nascimento
- 9Instituto Orizonti, Belo Horizonte, Brazil
- Frederico Bartolazzi
- 0Hospital Santo Antônio, Curvelo, Brazil
- Genna Maira Santos Grizende
- 1Hospital Santa Casa de Misericórdia de Belo Horizonte, Belo Horizonte, Brazil
- Heloisa Reniers Vianna
- 2Hospital Universitário Ciências Médicas, Belo Horizonte, Brazil
- Jomar Cristeli Nepomuceno
- 1Hospital Santa Casa de Misericórdia de Belo Horizonte, Belo Horizonte, Brazil
- Karen Brasil Ruschel
- 5Faculdade de Medicina de Botucatu, Universidade Estadual Paulista Júlio de Mesquita Filho, Botucatu, Brazil
- Karen Brasil Ruschel
- 3Institute for Health Technology Assessment (IATS), Porto Alegre, Brazil
- Liege Barella Zandoná
- 4Hospital Bruno Born, Lajeado, Brazil
- Luís César de Castro
- 4Hospital Bruno Born, Lajeado, Brazil
- Maíra Dias Souza
- 5Hospital Metropolitano Odilon Behrens, Belo Horizonte, Brazil
- Marcelo Carneiro
- 6Hospital Santa Cruz, Santa Cruz do Sul, Brazil
- Maria Aparecida Camargos Bicalho
- 2Hospital Julia Kubitschek, Belo Horizonte, Brazil
- Maria Aparecida Camargos Bicalho
- 4Hospital João XXIII, Belo Horizonte, Brazil
- Mariana do Nascimento Vilaça
- 9Instituto Orizonti, Belo Horizonte, Brazil
- Naiara Patrícia Fagundes Bonardi
- 7Universidade Federal de São João Del Rei, Divinópolis, Brazil
- Neimy Ramos de Oliveira
- 8Hospital Eduardo de Menezes, Belo Horizonte, Brazil
- Raquel Lutkmeier
- 8Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor, Porto Alegre, Brazil
- Saionara Cristina Francisco
- Hospital Metropolitano Doutor Célio de Castro, Belo Horizonte, Brazil
- Silvia Ferreira Araújo
- 9Hospital Semper, Belo Horizonte, Brazil
- Polianna Delfino-Pereira
- Department of Internal Medicine, Medical School and University Hospital, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Polianna Delfino-Pereira
- 3Institute for Health Technology Assessment (IATS), Porto Alegre, Brazil
- Milena Soriano Marcolino
- Department of Internal Medicine, Medical School and University Hospital, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Milena Soriano Marcolino
- 3Institute for Health Technology Assessment (IATS), Porto Alegre, Brazil
- Milena Soriano Marcolino
- 0Telehealth Center, University Hospital, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- DOI
- https://doi.org/10.3389/fmed.2023.1130218
- Journal volume & issue
-
Vol. 10
Abstract
ObjectivesTo 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 methodsConsecutive 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.ResultsABC2-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.ConclusionABC2-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.
Keywords