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Routine laboratory parameters predict intensive care unit admission and hospitalization in patients suffering stab injuries

BACKGROUND: Knife crime has increased considerably in recent years in Northern Europe. Affected patients often require immediate surgical care due to traumatic organ injury. Yet, little is known about clinically relevant routine laboratory parameters in stab injury patients and how these are associa...

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Autores principales: Maleitzke, Tazio, Zhou, Sijia, Zocholl, Dario, Fleckenstein, Florian Nima, Back, David Alexander, Plewe, Julius Maximilian, Weber, Jérôme, Winkler, Tobias, Stöckle, Ulrich, Tsitsilonis, Serafeim, Märdian, Sven
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9851079/
https://www.ncbi.nlm.nih.gov/pubmed/36685486
http://dx.doi.org/10.3389/fimmu.2022.959141
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author Maleitzke, Tazio
Zhou, Sijia
Zocholl, Dario
Fleckenstein, Florian Nima
Back, David Alexander
Plewe, Julius Maximilian
Weber, Jérôme
Winkler, Tobias
Stöckle, Ulrich
Tsitsilonis, Serafeim
Märdian, Sven
author_facet Maleitzke, Tazio
Zhou, Sijia
Zocholl, Dario
Fleckenstein, Florian Nima
Back, David Alexander
Plewe, Julius Maximilian
Weber, Jérôme
Winkler, Tobias
Stöckle, Ulrich
Tsitsilonis, Serafeim
Märdian, Sven
author_sort Maleitzke, Tazio
collection PubMed
description BACKGROUND: Knife crime has increased considerably in recent years in Northern Europe. Affected patients often require immediate surgical care due to traumatic organ injury. Yet, little is known about clinically relevant routine laboratory parameters in stab injury patients and how these are associated with intensive care unit (ICU) admission, hospitalization and number of surgeries. METHODS: We retrospectively analyzed 258 stab injury cases between July 2015 and December 2021 at an urban Level I Trauma Center. Annual and seasonal incidences, injury site, injury mechanism, Injury Severity Score (ISS), and surgical management were evaluated. First, correlations between routine laboratory parameters for hematology, coagulation, and serum biochemistry (peak, and Δ (change from admission to peak within 3 days following admission)) and length of hospital stay, ICU stay, and number of surgeries were assessed using Spearman’s rank correlation coefficients. Second, multivariable Least Absolute Shrinkage and Selection Operator (LASSO) regression analyses were conducted to identify parameters predictive of clinical outcomes. Third, longitudinal developments of routine laboratory parameters were assessed during hospital admission. RESULTS: In 2021, significantly more stab injuries were recorded compared with previous years and occurred less during winter compared with other seasons. Mean ISS was 8.3 ± 7.3, and ISS was positively correlated with length of hospital and ICU stay (r = 0.5–0.8, p < 0.001). Aspartate transaminase (AST) (Δ) (r = 0.690), peak C-reactive protein (CrP) (r = 0.573), and erythrocyte count (Δ) (r = 0.526) showed the strongest positive correlations for length of ICU stay for penetrating, thoracoabdominal, and organ injuries, respectively. No correlations were observed between routine laboratory parameters and number of surgeries. For patients with penetrating injuries, LASSO-selected predictors of ICU admission included ISS, pH and lactate at admission, and Δ values for activated partial thromboplastin time (aPTT), K(+), and erythrocyte count. CrP levels on day 3 were significantly higher in patients with penetrating (p = 0.005), thoracoabdominal (p = 0.041), and organ injuries (p < 0.001) compared with those without. CONCLUSION: Our data demonstrate an increase in stab injury cases in 2021 and an important link between changes in routine laboratory parameters and ICU admission and hospitalization. Monitoring ISS and changes in AST, CrP, erythrocyte count, pH, lactate, aPTT, and K(+) may be useful to identify patients at risk and adjust surgical and ICU algorithms early on.
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spelling pubmed-98510792023-01-20 Routine laboratory parameters predict intensive care unit admission and hospitalization in patients suffering stab injuries Maleitzke, Tazio Zhou, Sijia Zocholl, Dario Fleckenstein, Florian Nima Back, David Alexander Plewe, Julius Maximilian Weber, Jérôme Winkler, Tobias Stöckle, Ulrich Tsitsilonis, Serafeim Märdian, Sven Front Immunol Immunology BACKGROUND: Knife crime has increased considerably in recent years in Northern Europe. Affected patients often require immediate surgical care due to traumatic organ injury. Yet, little is known about clinically relevant routine laboratory parameters in stab injury patients and how these are associated with intensive care unit (ICU) admission, hospitalization and number of surgeries. METHODS: We retrospectively analyzed 258 stab injury cases between July 2015 and December 2021 at an urban Level I Trauma Center. Annual and seasonal incidences, injury site, injury mechanism, Injury Severity Score (ISS), and surgical management were evaluated. First, correlations between routine laboratory parameters for hematology, coagulation, and serum biochemistry (peak, and Δ (change from admission to peak within 3 days following admission)) and length of hospital stay, ICU stay, and number of surgeries were assessed using Spearman’s rank correlation coefficients. Second, multivariable Least Absolute Shrinkage and Selection Operator (LASSO) regression analyses were conducted to identify parameters predictive of clinical outcomes. Third, longitudinal developments of routine laboratory parameters were assessed during hospital admission. RESULTS: In 2021, significantly more stab injuries were recorded compared with previous years and occurred less during winter compared with other seasons. Mean ISS was 8.3 ± 7.3, and ISS was positively correlated with length of hospital and ICU stay (r = 0.5–0.8, p < 0.001). Aspartate transaminase (AST) (Δ) (r = 0.690), peak C-reactive protein (CrP) (r = 0.573), and erythrocyte count (Δ) (r = 0.526) showed the strongest positive correlations for length of ICU stay for penetrating, thoracoabdominal, and organ injuries, respectively. No correlations were observed between routine laboratory parameters and number of surgeries. For patients with penetrating injuries, LASSO-selected predictors of ICU admission included ISS, pH and lactate at admission, and Δ values for activated partial thromboplastin time (aPTT), K(+), and erythrocyte count. CrP levels on day 3 were significantly higher in patients with penetrating (p = 0.005), thoracoabdominal (p = 0.041), and organ injuries (p < 0.001) compared with those without. CONCLUSION: Our data demonstrate an increase in stab injury cases in 2021 and an important link between changes in routine laboratory parameters and ICU admission and hospitalization. Monitoring ISS and changes in AST, CrP, erythrocyte count, pH, lactate, aPTT, and K(+) may be useful to identify patients at risk and adjust surgical and ICU algorithms early on. Frontiers Media S.A. 2023-01-05 /pmc/articles/PMC9851079/ /pubmed/36685486 http://dx.doi.org/10.3389/fimmu.2022.959141 Text en Copyright © 2023 Maleitzke, Zhou, Zocholl, Fleckenstein, Back, Plewe, Weber, Winkler, Stöckle, Tsitsilonis and Märdian 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). 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 Immunology
Maleitzke, Tazio
Zhou, Sijia
Zocholl, Dario
Fleckenstein, Florian Nima
Back, David Alexander
Plewe, Julius Maximilian
Weber, Jérôme
Winkler, Tobias
Stöckle, Ulrich
Tsitsilonis, Serafeim
Märdian, Sven
Routine laboratory parameters predict intensive care unit admission and hospitalization in patients suffering stab injuries
title Routine laboratory parameters predict intensive care unit admission and hospitalization in patients suffering stab injuries
title_full Routine laboratory parameters predict intensive care unit admission and hospitalization in patients suffering stab injuries
title_fullStr Routine laboratory parameters predict intensive care unit admission and hospitalization in patients suffering stab injuries
title_full_unstemmed Routine laboratory parameters predict intensive care unit admission and hospitalization in patients suffering stab injuries
title_short Routine laboratory parameters predict intensive care unit admission and hospitalization in patients suffering stab injuries
title_sort routine laboratory parameters predict intensive care unit admission and hospitalization in patients suffering stab injuries
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9851079/
https://www.ncbi.nlm.nih.gov/pubmed/36685486
http://dx.doi.org/10.3389/fimmu.2022.959141
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