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Comparison of a modified Sequential Organ Failure Assessment Score using RASS and FOUR
OBJECTIVE: ICU severity scores such as the Sequential Organ Failure Assessment (SOFA) determine neurologic dysfunction based on the Glasgow Coma Scale, a tool that may be limited in a critically ill population. It remains unknown whether alternative methods to assess for neurologic dysfunction, such...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7034824/ https://www.ncbi.nlm.nih.gov/pubmed/32084199 http://dx.doi.org/10.1371/journal.pone.0229199 |
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author | Telles, Gabriel Piñeiro Ferreira, Isabella Bonifácio Brige Carvalho de Menezes, Rodrigo do Carmo, Thomas Azevedo David Pugas, Paula Lins Marback, Lara Freitas Arriaga, Maria B. Fukutani, Kiyoshi F. Neto, Licurgo Pamplona Agareno, Sydney Akrami, Kevan M. Filgueiras Filho, Nivaldo Menezes Andrade, Bruno B. |
author_facet | Telles, Gabriel Piñeiro Ferreira, Isabella Bonifácio Brige Carvalho de Menezes, Rodrigo do Carmo, Thomas Azevedo David Pugas, Paula Lins Marback, Lara Freitas Arriaga, Maria B. Fukutani, Kiyoshi F. Neto, Licurgo Pamplona Agareno, Sydney Akrami, Kevan M. Filgueiras Filho, Nivaldo Menezes Andrade, Bruno B. |
author_sort | Telles, Gabriel Piñeiro |
collection | PubMed |
description | OBJECTIVE: ICU severity scores such as the Sequential Organ Failure Assessment (SOFA) determine neurologic dysfunction based on the Glasgow Coma Scale, a tool that may be limited in a critically ill population. It remains unknown whether alternative methods to assess for neurologic dysfunction, such as FOUR and RASS, are superior. This study aimed to determine the predictive performance of a modified SOFA tool in a large Brazilian ICU cohort. DESIGN: Prospective cohort single center study. SETTING: Mixed surgical and medical ICU in Salvador, Bahia, Brazil between August 2015 and December 2018. PATIENTS: All acutely ill ICU admissions, other than postoperative patients or those with insufficient data, were eligible for study inclusion. MEASUREMENTS AND MAIN RESULTS: 2147 patients were admitted to the ICU, of which 999 meeting inclusion criteria were included in the final analysis with a median age of 72 years (IQR 58–83) and a female predominance 545 (54%). The SOFA score using GCS, RASS and FOUR for the neurologic component performed marginally in the ability to predict general ICU mortality (SOFA(GCS) AUC 0.74 vs SOFA(RASS) AUC 0.71 and SOFA(FOUR) AUC 0.67), with SOFA(FOUR) performing significantly lower compared to either SOFA(RASS) and SOFA(GCS) (p<0.04, p<0.004 respectively). All three scores demonstrated decreased discriminate function in the mechanically ventilated population (SOFA(GCS) AUC 0.70 vs SOFA(RASS) AUC 0.70 and SOFA(FOUR) AUC 0.55), though SOFA(FOUR) remained significantly worse when compared to SOFA(GCS) or SOFA(RASS) (p = 0.034, p = 0.014, respectively)(.). Furthermore, performance was poor in a subset of patients with sepsis (n = 145) at time of admission (SOFA(GCS) AUC 0.66 vs SOFA(RASS) AUC 0.55 and SOFA(FOUR) AUC 0.56). CONCLUSION: Modification of the neurologic component in the SOFA score does not appear to improve mortality prediction in the ICU. |
format | Online Article Text |
id | pubmed-7034824 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-70348242020-02-27 Comparison of a modified Sequential Organ Failure Assessment Score using RASS and FOUR Telles, Gabriel Piñeiro Ferreira, Isabella Bonifácio Brige Carvalho de Menezes, Rodrigo do Carmo, Thomas Azevedo David Pugas, Paula Lins Marback, Lara Freitas Arriaga, Maria B. Fukutani, Kiyoshi F. Neto, Licurgo Pamplona Agareno, Sydney Akrami, Kevan M. Filgueiras Filho, Nivaldo Menezes Andrade, Bruno B. PLoS One Research Article OBJECTIVE: ICU severity scores such as the Sequential Organ Failure Assessment (SOFA) determine neurologic dysfunction based on the Glasgow Coma Scale, a tool that may be limited in a critically ill population. It remains unknown whether alternative methods to assess for neurologic dysfunction, such as FOUR and RASS, are superior. This study aimed to determine the predictive performance of a modified SOFA tool in a large Brazilian ICU cohort. DESIGN: Prospective cohort single center study. SETTING: Mixed surgical and medical ICU in Salvador, Bahia, Brazil between August 2015 and December 2018. PATIENTS: All acutely ill ICU admissions, other than postoperative patients or those with insufficient data, were eligible for study inclusion. MEASUREMENTS AND MAIN RESULTS: 2147 patients were admitted to the ICU, of which 999 meeting inclusion criteria were included in the final analysis with a median age of 72 years (IQR 58–83) and a female predominance 545 (54%). The SOFA score using GCS, RASS and FOUR for the neurologic component performed marginally in the ability to predict general ICU mortality (SOFA(GCS) AUC 0.74 vs SOFA(RASS) AUC 0.71 and SOFA(FOUR) AUC 0.67), with SOFA(FOUR) performing significantly lower compared to either SOFA(RASS) and SOFA(GCS) (p<0.04, p<0.004 respectively). All three scores demonstrated decreased discriminate function in the mechanically ventilated population (SOFA(GCS) AUC 0.70 vs SOFA(RASS) AUC 0.70 and SOFA(FOUR) AUC 0.55), though SOFA(FOUR) remained significantly worse when compared to SOFA(GCS) or SOFA(RASS) (p = 0.034, p = 0.014, respectively)(.). Furthermore, performance was poor in a subset of patients with sepsis (n = 145) at time of admission (SOFA(GCS) AUC 0.66 vs SOFA(RASS) AUC 0.55 and SOFA(FOUR) AUC 0.56). CONCLUSION: Modification of the neurologic component in the SOFA score does not appear to improve mortality prediction in the ICU. Public Library of Science 2020-02-21 /pmc/articles/PMC7034824/ /pubmed/32084199 http://dx.doi.org/10.1371/journal.pone.0229199 Text en © 2020 Telles et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Telles, Gabriel Piñeiro Ferreira, Isabella Bonifácio Brige Carvalho de Menezes, Rodrigo do Carmo, Thomas Azevedo David Pugas, Paula Lins Marback, Lara Freitas Arriaga, Maria B. Fukutani, Kiyoshi F. Neto, Licurgo Pamplona Agareno, Sydney Akrami, Kevan M. Filgueiras Filho, Nivaldo Menezes Andrade, Bruno B. Comparison of a modified Sequential Organ Failure Assessment Score using RASS and FOUR |
title | Comparison of a modified Sequential Organ Failure Assessment Score using RASS and FOUR |
title_full | Comparison of a modified Sequential Organ Failure Assessment Score using RASS and FOUR |
title_fullStr | Comparison of a modified Sequential Organ Failure Assessment Score using RASS and FOUR |
title_full_unstemmed | Comparison of a modified Sequential Organ Failure Assessment Score using RASS and FOUR |
title_short | Comparison of a modified Sequential Organ Failure Assessment Score using RASS and FOUR |
title_sort | comparison of a modified sequential organ failure assessment score using rass and four |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7034824/ https://www.ncbi.nlm.nih.gov/pubmed/32084199 http://dx.doi.org/10.1371/journal.pone.0229199 |
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