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Addition of admission lactate levels to Baux score improves mortality prediction in severe burns

Risk adjustment and mortality prediction models are central in optimising care and for benchmarking purposes. In the burn setting, the Baux score and its derivatives have been the mainstay for predictions of mortality from burns. Other well-known measures to predict mortality stem from the ICU setti...

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Autores principales: Steinvall, Ingrid, Elmasry, Moustafa, Abdelrahman, Islam, El-Serafi, Ahmed, Sjöberg, Folke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8433150/
https://www.ncbi.nlm.nih.gov/pubmed/34508143
http://dx.doi.org/10.1038/s41598-021-97524-9
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author Steinvall, Ingrid
Elmasry, Moustafa
Abdelrahman, Islam
El-Serafi, Ahmed
Sjöberg, Folke
author_facet Steinvall, Ingrid
Elmasry, Moustafa
Abdelrahman, Islam
El-Serafi, Ahmed
Sjöberg, Folke
author_sort Steinvall, Ingrid
collection PubMed
description Risk adjustment and mortality prediction models are central in optimising care and for benchmarking purposes. In the burn setting, the Baux score and its derivatives have been the mainstay for predictions of mortality from burns. Other well-known measures to predict mortality stem from the ICU setting, where, for example, the Simplified Acute Physiology Score (SAPS 3) models have been found to be instrumental. Other attempts to further improve the prediction of outcome have been based on the following variables at admission: Sequential Organ Failure Assessment ((a)SOFA) score, determinations of (a)Lactate or Neutrophil to Lymphocyte Ratio ((a)NLR). The aim of the present study was to examine if estimated mortality rate (EMR, SAPS 3), (a)SOFA, (a)Lactate, and (a)NLR can, either alone or in conjunction with the others, improve the mortality prediction beyond that of the effects of age and percentage total body surface area (TBSA%) burned among patients with severe burns who need critical care. This is a retrospective, explorative, single centre, registry study based on prospectively gathered data. The study included 222 patients with median (25th–75th centiles) age of 55.0 (38.0 to 69.0) years, TBSA% burned was 24.5 (13.0 to 37.2) and crude mortality was 17%. As anticipated highest predicting power was obtained with age and TBSA% with an AUC at 0.906 (95% CI 0.857 to 0.955) as compared with EMR, (a)SOFA, (a)Lactate and (a)NLR. The largest effect was seen thereafter by adding (a)Lactate to the model, increasing AUC to 0.938 (0.898 to 0.979) (p < 0.001). Whereafter, adding EMR, (a)SOFA, and (a)NLR, separately or in combinations, only marginally improved the prediction power. This study shows that the prediction model with age and TBSA% may be improved by adding (a)Lactate, despite the fact that (a)Lactate levels were only moderately increased. Thereafter, adding EMR, (a)SOFA or (a)NLR only marginally affected the mortality prediction.
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spelling pubmed-84331502021-09-13 Addition of admission lactate levels to Baux score improves mortality prediction in severe burns Steinvall, Ingrid Elmasry, Moustafa Abdelrahman, Islam El-Serafi, Ahmed Sjöberg, Folke Sci Rep Article Risk adjustment and mortality prediction models are central in optimising care and for benchmarking purposes. In the burn setting, the Baux score and its derivatives have been the mainstay for predictions of mortality from burns. Other well-known measures to predict mortality stem from the ICU setting, where, for example, the Simplified Acute Physiology Score (SAPS 3) models have been found to be instrumental. Other attempts to further improve the prediction of outcome have been based on the following variables at admission: Sequential Organ Failure Assessment ((a)SOFA) score, determinations of (a)Lactate or Neutrophil to Lymphocyte Ratio ((a)NLR). The aim of the present study was to examine if estimated mortality rate (EMR, SAPS 3), (a)SOFA, (a)Lactate, and (a)NLR can, either alone or in conjunction with the others, improve the mortality prediction beyond that of the effects of age and percentage total body surface area (TBSA%) burned among patients with severe burns who need critical care. This is a retrospective, explorative, single centre, registry study based on prospectively gathered data. The study included 222 patients with median (25th–75th centiles) age of 55.0 (38.0 to 69.0) years, TBSA% burned was 24.5 (13.0 to 37.2) and crude mortality was 17%. As anticipated highest predicting power was obtained with age and TBSA% with an AUC at 0.906 (95% CI 0.857 to 0.955) as compared with EMR, (a)SOFA, (a)Lactate and (a)NLR. The largest effect was seen thereafter by adding (a)Lactate to the model, increasing AUC to 0.938 (0.898 to 0.979) (p < 0.001). Whereafter, adding EMR, (a)SOFA, and (a)NLR, separately or in combinations, only marginally improved the prediction power. This study shows that the prediction model with age and TBSA% may be improved by adding (a)Lactate, despite the fact that (a)Lactate levels were only moderately increased. Thereafter, adding EMR, (a)SOFA or (a)NLR only marginally affected the mortality prediction. Nature Publishing Group UK 2021-09-10 /pmc/articles/PMC8433150/ /pubmed/34508143 http://dx.doi.org/10.1038/s41598-021-97524-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Steinvall, Ingrid
Elmasry, Moustafa
Abdelrahman, Islam
El-Serafi, Ahmed
Sjöberg, Folke
Addition of admission lactate levels to Baux score improves mortality prediction in severe burns
title Addition of admission lactate levels to Baux score improves mortality prediction in severe burns
title_full Addition of admission lactate levels to Baux score improves mortality prediction in severe burns
title_fullStr Addition of admission lactate levels to Baux score improves mortality prediction in severe burns
title_full_unstemmed Addition of admission lactate levels to Baux score improves mortality prediction in severe burns
title_short Addition of admission lactate levels to Baux score improves mortality prediction in severe burns
title_sort addition of admission lactate levels to baux score improves mortality prediction in severe burns
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8433150/
https://www.ncbi.nlm.nih.gov/pubmed/34508143
http://dx.doi.org/10.1038/s41598-021-97524-9
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