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Hematocrit and lactate trends help predict outcomes in trauma independent of CT and other clinical parameters

BACKGROUND: Hematocrit and lactate have an established role in trauma as indicators of bleeding and cell death, respectively. The wide availability of CT imaging and clinical data poses the question of how these can be used in combination to predict outcomes. PURPOSE: To assess the utility of hemato...

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Autores principales: Staziaki, Pedro V., Qureshi, Muhammad M., Maybury, Aaron, Gangasani, Neha R., LeBedis, Christina A., Mercier, Gustavo A., Anderson, Stephan W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10544960/
https://www.ncbi.nlm.nih.gov/pubmed/37789953
http://dx.doi.org/10.3389/fradi.2023.1186277
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author Staziaki, Pedro V.
Qureshi, Muhammad M.
Maybury, Aaron
Gangasani, Neha R.
LeBedis, Christina A.
Mercier, Gustavo A.
Anderson, Stephan W.
author_facet Staziaki, Pedro V.
Qureshi, Muhammad M.
Maybury, Aaron
Gangasani, Neha R.
LeBedis, Christina A.
Mercier, Gustavo A.
Anderson, Stephan W.
author_sort Staziaki, Pedro V.
collection PubMed
description BACKGROUND: Hematocrit and lactate have an established role in trauma as indicators of bleeding and cell death, respectively. The wide availability of CT imaging and clinical data poses the question of how these can be used in combination to predict outcomes. PURPOSE: To assess the utility of hematocrit or lactate trends in predicting intensive care unit (ICU) admission and hospital length of stay (LOS) in patients with torso trauma combined with clinical parameters and injury findings on CT. MATERIALS AND METHODS: This was a single-center retrospective study of adults with torso trauma in one year. Trends were defined as a unit change per hour. CT findings and clinical parameters were explanatory variables. Outcomes were ICU admission and hospital LOS. Multivariate logistic and negative binomial regression models were used to calculate the odds ratio (OR) and incident rate ratio (IRR). RESULTS: Among 840 patients, 561 (72% males, age 39 ± 18) were included, and 168 patients (30%) were admitted to the ICU. Decreasing hematocrit trend [OR 2.54 (1.41–4.58), p = 0.002] and increasing lactate trend [OR 3.85 (1.35–11.01), p = 0.012] were associated with increased odds of ICU admission. LOS median was 2 (IQR: 1–5) days. Decreasing hematocrit trend [IRR 1.37 (1.13–1.66), p = 0.002] and increasing lactate trend [2.02 (1.43–2.85), p < 0.001] were associated with longer hospital LOS. CONCLUSION: Hematocrit and lactate trends may be helpful in predicting ICU admission and LOS in torso trauma independent of organ injuries on CT, age, or admission clinical parameters.
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spelling pubmed-105449602023-10-03 Hematocrit and lactate trends help predict outcomes in trauma independent of CT and other clinical parameters Staziaki, Pedro V. Qureshi, Muhammad M. Maybury, Aaron Gangasani, Neha R. LeBedis, Christina A. Mercier, Gustavo A. Anderson, Stephan W. Front Radiol Radiology BACKGROUND: Hematocrit and lactate have an established role in trauma as indicators of bleeding and cell death, respectively. The wide availability of CT imaging and clinical data poses the question of how these can be used in combination to predict outcomes. PURPOSE: To assess the utility of hematocrit or lactate trends in predicting intensive care unit (ICU) admission and hospital length of stay (LOS) in patients with torso trauma combined with clinical parameters and injury findings on CT. MATERIALS AND METHODS: This was a single-center retrospective study of adults with torso trauma in one year. Trends were defined as a unit change per hour. CT findings and clinical parameters were explanatory variables. Outcomes were ICU admission and hospital LOS. Multivariate logistic and negative binomial regression models were used to calculate the odds ratio (OR) and incident rate ratio (IRR). RESULTS: Among 840 patients, 561 (72% males, age 39 ± 18) were included, and 168 patients (30%) were admitted to the ICU. Decreasing hematocrit trend [OR 2.54 (1.41–4.58), p = 0.002] and increasing lactate trend [OR 3.85 (1.35–11.01), p = 0.012] were associated with increased odds of ICU admission. LOS median was 2 (IQR: 1–5) days. Decreasing hematocrit trend [IRR 1.37 (1.13–1.66), p = 0.002] and increasing lactate trend [2.02 (1.43–2.85), p < 0.001] were associated with longer hospital LOS. CONCLUSION: Hematocrit and lactate trends may be helpful in predicting ICU admission and LOS in torso trauma independent of organ injuries on CT, age, or admission clinical parameters. Frontiers Media S.A. 2023-09-18 /pmc/articles/PMC10544960/ /pubmed/37789953 http://dx.doi.org/10.3389/fradi.2023.1186277 Text en © 2023 Staziaki, Qureshi, Maybury, Gangasani, LeBedis, Mercier and Anderson. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY) (https://creativecommons.org/licenses/by/4.0/) . The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Radiology
Staziaki, Pedro V.
Qureshi, Muhammad M.
Maybury, Aaron
Gangasani, Neha R.
LeBedis, Christina A.
Mercier, Gustavo A.
Anderson, Stephan W.
Hematocrit and lactate trends help predict outcomes in trauma independent of CT and other clinical parameters
title Hematocrit and lactate trends help predict outcomes in trauma independent of CT and other clinical parameters
title_full Hematocrit and lactate trends help predict outcomes in trauma independent of CT and other clinical parameters
title_fullStr Hematocrit and lactate trends help predict outcomes in trauma independent of CT and other clinical parameters
title_full_unstemmed Hematocrit and lactate trends help predict outcomes in trauma independent of CT and other clinical parameters
title_short Hematocrit and lactate trends help predict outcomes in trauma independent of CT and other clinical parameters
title_sort hematocrit and lactate trends help predict outcomes in trauma independent of ct and other clinical parameters
topic Radiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10544960/
https://www.ncbi.nlm.nih.gov/pubmed/37789953
http://dx.doi.org/10.3389/fradi.2023.1186277
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