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Identifying trauma patients with benefit from direct transportation to Level-1 trauma centers

BACKGROUND: Prehospital triage protocols typically try to select patients with Injury Severity Score (ISS) above 15 for direct transportation to a Level-1 trauma center. However, ISS does not necessarily discriminate between patients who benefit from immediate care at Level-1 trauma centers. The aim...

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Autores principales: Sewalt, Charlie A., Gravesteijn, Benjamin Y., Nieboer, Daan, Steyerberg, Ewout W., Den Hartog, Dennis, Van Klaveren, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8344140/
https://www.ncbi.nlm.nih.gov/pubmed/34362302
http://dx.doi.org/10.1186/s12873-021-00487-3
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author Sewalt, Charlie A.
Gravesteijn, Benjamin Y.
Nieboer, Daan
Steyerberg, Ewout W.
Den Hartog, Dennis
Van Klaveren, David
author_facet Sewalt, Charlie A.
Gravesteijn, Benjamin Y.
Nieboer, Daan
Steyerberg, Ewout W.
Den Hartog, Dennis
Van Klaveren, David
author_sort Sewalt, Charlie A.
collection PubMed
description BACKGROUND: Prehospital triage protocols typically try to select patients with Injury Severity Score (ISS) above 15 for direct transportation to a Level-1 trauma center. However, ISS does not necessarily discriminate between patients who benefit from immediate care at Level-1 trauma centers. The aim of this study was to assess which patients benefit from direct transportation to Level-1 trauma centers. METHODS: We used the American National Trauma Data Bank (NTDB), a retrospective observational cohort. All adult patients (ISS > 3) between 2015 and 2016 were included. Patients who were self-presenting or had isolated limb injury were excluded. We used logistic regression to assess the association of direct transportation to Level-1 trauma centers with in-hospital mortality adjusted for clinically relevant confounders. We used this model to define benefit as predicted probability of mortality associated with transportation to a non-Level-1 trauma center minus predicted probability associated with transportation to a Level-1 trauma center. We used a threshold of 1% as absolute benefit. Potential interaction terms with transportation to Level-1 trauma centers were included in a penalized logistic regression model to study which patients benefit. RESULTS: We included 388,845 trauma patients from 232 Level-1 centers and 429 Level-2/3 centers. A small beneficial effect was found for direct transportation to Level-1 trauma centers (adjusted Odds Ratio: 0.96, 95% Confidence Interval: 0.92–0.99) which disappeared when comparing Level-1 and 2 versus Level-3 trauma centers. In the risk approach, predicted benefit ranged between 0 and 1%. When allowing for interactions, 7% of the patients (n = 27,753) had more than 1% absolute benefit from direct transportation to Level-1 trauma centers. These patients had higher AIS Head and Thorax scores, lower GCS and lower SBP. A quarter of the patients with ISS > 15 were predicted to benefit from transportation to Level-1 centers (n = 26,522, 22%). CONCLUSIONS: Benefit of transportation to a Level-1 trauma centers is quite heterogeneous across patients and the difference between Level-1 and Level-2 trauma centers is small. In particular, patients with head injury and signs of shock may benefit from care in a Level-1 trauma center. Future prehospital triage models should incorporate more complete risk profiles. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12873-021-00487-3.
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spelling pubmed-83441402021-08-09 Identifying trauma patients with benefit from direct transportation to Level-1 trauma centers Sewalt, Charlie A. Gravesteijn, Benjamin Y. Nieboer, Daan Steyerberg, Ewout W. Den Hartog, Dennis Van Klaveren, David BMC Emerg Med Research Article BACKGROUND: Prehospital triage protocols typically try to select patients with Injury Severity Score (ISS) above 15 for direct transportation to a Level-1 trauma center. However, ISS does not necessarily discriminate between patients who benefit from immediate care at Level-1 trauma centers. The aim of this study was to assess which patients benefit from direct transportation to Level-1 trauma centers. METHODS: We used the American National Trauma Data Bank (NTDB), a retrospective observational cohort. All adult patients (ISS > 3) between 2015 and 2016 were included. Patients who were self-presenting or had isolated limb injury were excluded. We used logistic regression to assess the association of direct transportation to Level-1 trauma centers with in-hospital mortality adjusted for clinically relevant confounders. We used this model to define benefit as predicted probability of mortality associated with transportation to a non-Level-1 trauma center minus predicted probability associated with transportation to a Level-1 trauma center. We used a threshold of 1% as absolute benefit. Potential interaction terms with transportation to Level-1 trauma centers were included in a penalized logistic regression model to study which patients benefit. RESULTS: We included 388,845 trauma patients from 232 Level-1 centers and 429 Level-2/3 centers. A small beneficial effect was found for direct transportation to Level-1 trauma centers (adjusted Odds Ratio: 0.96, 95% Confidence Interval: 0.92–0.99) which disappeared when comparing Level-1 and 2 versus Level-3 trauma centers. In the risk approach, predicted benefit ranged between 0 and 1%. When allowing for interactions, 7% of the patients (n = 27,753) had more than 1% absolute benefit from direct transportation to Level-1 trauma centers. These patients had higher AIS Head and Thorax scores, lower GCS and lower SBP. A quarter of the patients with ISS > 15 were predicted to benefit from transportation to Level-1 centers (n = 26,522, 22%). CONCLUSIONS: Benefit of transportation to a Level-1 trauma centers is quite heterogeneous across patients and the difference between Level-1 and Level-2 trauma centers is small. In particular, patients with head injury and signs of shock may benefit from care in a Level-1 trauma center. Future prehospital triage models should incorporate more complete risk profiles. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12873-021-00487-3. BioMed Central 2021-08-06 /pmc/articles/PMC8344140/ /pubmed/34362302 http://dx.doi.org/10.1186/s12873-021-00487-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Sewalt, Charlie A.
Gravesteijn, Benjamin Y.
Nieboer, Daan
Steyerberg, Ewout W.
Den Hartog, Dennis
Van Klaveren, David
Identifying trauma patients with benefit from direct transportation to Level-1 trauma centers
title Identifying trauma patients with benefit from direct transportation to Level-1 trauma centers
title_full Identifying trauma patients with benefit from direct transportation to Level-1 trauma centers
title_fullStr Identifying trauma patients with benefit from direct transportation to Level-1 trauma centers
title_full_unstemmed Identifying trauma patients with benefit from direct transportation to Level-1 trauma centers
title_short Identifying trauma patients with benefit from direct transportation to Level-1 trauma centers
title_sort identifying trauma patients with benefit from direct transportation to level-1 trauma centers
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8344140/
https://www.ncbi.nlm.nih.gov/pubmed/34362302
http://dx.doi.org/10.1186/s12873-021-00487-3
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