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April MD, Fisher AD, Rizzo JA, Wright FL, Winkle JM, Schauer SG. Early Vital Sign Thresholds Associated with 24-Hour Mortality among Trauma Patients: A Trauma Quality Improvement Program (TQIP) Study. Prehosp Disaster Med 2024; 39:151-155. [PMID: 38563282 DOI: 10.1017/s1049023x24000207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
BACKGROUND Identifying patients at imminent risk of death is critical in the management of trauma patients. This study measures the vital sign thresholds associated with death among trauma patients. METHODS This study included data from patients ≥15 years of age in the American College of Surgeons Trauma Quality Improvement Program (TQIP) database. Patients with vital signs of zero were excluded. Documented prehospital and emergency department (ED) vital signs included systolic pressure, heart rate, respiratory rate, and calculated shock index (SI). The area under the receiver operator curves (AUROC) was used to assess the accuracy of these variables for predicting 24-hour survival. Optimal thresholds to predict mortality were identified using Youden's Index, 90% specificity, and 90% sensitivity. Additional analyses examined patients 70+ years of age. RESULTS There were 1,439,221 subjects in the 2019-2020 datasets that met inclusion for this analysis with <0.1% (10,270) who died within 24 hours. The optimal threshold for prehospital systolic pressure was 110, pulse rate was 110, SI was 0.9, and respiratory rate was 15. The optimal threshold for the ED systolic was 112, pulse rate was 107, SI was 0.9, and respiratory rate was 21. Among the elderly sub-analysis, the optimal threshold for prehospital systolic was 116, pulse rate was 100, SI was 0.8, and respiratory rate was 21. The optimal threshold for ED systolic was 121, pulse rate was 95, SI was 0.8, and respiratory rate was 0.8. CONCLUSIONS Systolic blood pressure (SBP) and SI offered the best predictor of mortality among trauma patients. The SBP values predictive of mortality were significantly higher than the traditional 90mmHg threshold. This dataset highlights the need for better methods to guide resuscitation as initial vital signs have limited accuracy in predicting subsequent mortality.
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Affiliation(s)
- Michael D April
- Uniformed Services University of the Health Sciences, Bethesda, MarylandUSA
- 14th Field Hospital, Fort Stewart, GeorgiaUSA
| | - Andrew D Fisher
- Department of Surgery, University of New Mexico School of Medicine, Albuquerque, New MexicoUSA
| | - Julie A Rizzo
- Uniformed Services University of the Health Sciences, Bethesda, MarylandUSA
- Brooke Army Medical Center, JBSA Fort Sam Houston, TexasUSA
| | - Franklin L Wright
- University of Colorado School of Medicine, Department of Surgery, Aurora, ColoradoUSA
| | - Julie M Winkle
- University of Colorado School of Medicine, Departments of Anesthesia and Emergency Medicine, Aurora, ColoradoUSA
| | - Steven G Schauer
- Uniformed Services University of the Health Sciences, Bethesda, MarylandUSA
- University of Colorado School of Medicine, Departments of Anesthesia and Emergency Medicine, Aurora, ColoradoUSA
- University of Colorado School of Medicine Center for Combat and Battlefield (COMBAT) Research, Aurora, ColoradoUSA
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Gilaed A, Shorbaji N, Katzir O, Ankol S, Badarni K, Andrawus E, Roimi M, Katz A, Bar-Lavie Y, Raz A, Epstein D. Early risk factors for prolonged mechanical ventilation in patients with severe blunt thoracic trauma: A retrospective cohort study. Injury 2024; 55:111194. [PMID: 37978015 DOI: 10.1016/j.injury.2023.111194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 10/14/2023] [Accepted: 11/07/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND A significant proportion of patients with severe chest trauma require mechanical ventilation (MV). Early prediction of the duration of MV may influence clinical decisions. We aimed to determine early risk factors for prolonged MV among adults suffering from severe blunt thoracic trauma. METHODS This retrospective, single-center, cohort study included all patients admitted between January 2014 and December 2020 due to severe blunt chest trauma. The primary outcome was prolonged MV, defined as invasive MV lasting more than 14 days. Multivariable logistic regression was performed to identify independent risk factors for prolonged MV. RESULTS The final analysis included 378 patients. The median duration of MV was 9.7 (IQR 3.0-18.0) days. 221 (58.5 %) patients required MV for more than 7 days and 143 (37.8 %) for more than 14 days. Male gender (aOR 3.01, 95 % CI 1.63-5.58, p < 0.001), age (aOR 1.40, 95 % CI 1.21-1.63, p < 0.001, for each category above 30 years), presence of severe head trauma (aOR 3.77, 95 % CI 2.23-6.38, p < 0.001), and transfusion of >5 blood units on admission (aOR 2.85, 95 % CI 1.62-5.02, p < 0.001) were independently associated with prolonged MV. The number of fractured ribs and the extent of lung contusions were associated with MV for more than 7 days, but not for 14 days. In the subgroup of 134 patients without concomitant head trauma, age (aOR 1.63, 95 % CI 1.18-2.27, p = 0.004, for each category above 30 years), respiratory comorbidities (aOR 9.70, 95 % CI 1.49-63.01, p = 0.017), worse p/f ratio during the first 24 h (aOR 1.55, 95 % CI 1.15-2.09, p = 0.004), and transfusion of >5 blood units on admission (aOR 5.71 95 % CI 1.84-17.68, p = 0.003) were independently associated with MV for more than 14 days. CONCLUSIONS Several predictors have been identified as independently associated with prolonged MV. Patients who meet these criteria are at high risk for prolonged MV and should be considered for interventions that could potentially shorten MV duration and reduce associated complications. Hemodynamically stable, healthy young patients suffering from severe thoracic trauma but no head injury, including those with extensive lung contusions and rib fractures, have a low risk of prolonged MV.
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Affiliation(s)
- Aran Gilaed
- Department of General Thoracic Surgery, Rambam Health Care Campus, Israel
| | - Nadeem Shorbaji
- Department of Diagnostic Imaging, Rambam Health Care Center, Haifa, Israel
| | - Ori Katzir
- Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Shaked Ankol
- Ruth and Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel
| | - Karawan Badarni
- Critical Care Division, Rambam Health Care Campus, Haifa, Israel
| | - Elias Andrawus
- Critical Care Division, Rambam Health Care Campus, Haifa, Israel
| | - Michael Roimi
- Critical Care Division, Rambam Health Care Campus, Haifa, Israel
| | - Amit Katz
- Department of General Thoracic Surgery, Rambam Health Care Campus, Israel
| | - Yaron Bar-Lavie
- Ruth and Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel; Critical Care Division, Rambam Health Care Campus, Haifa, Israel
| | - Aeyal Raz
- Ruth and Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel; Department of Anesthesiology, Rambam Health Care Campus, Haifa, Israel
| | - Danny Epstein
- Critical Care Division, Rambam Health Care Campus, Haifa, Israel.
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Abstract
OBJECTIVES It is well known that polytrauma can lead to acute lung injury. Respiratory failure has been previously observed in combat trauma, but not reported in children, who account for over 11% of bed days at deployed Military Treatment Facilities (MTFs) using significant resources. We seek to identify risk factors associated with prolonged mechanical ventilation (PMV) which is important in resource planning and allocation in austere environments. DESIGN Retrospective review of prospectively collected data within the United States Department of Defense Trauma Registry. SETTING Deployed U.S. MTFs in Iraq and Afghanistan from 2007 to 2016. PATIENTS All pediatric subjects who required at least 1 day of mechanical ventilation, excluding patients who died on day 0. INTERVENTIONS PMV was defined using the Youden index for mortality. A multivariable logistic regression model was then performed to identify factors associated with PMV. MEASUREMENTS AND MAIN RESULTS The Youden index identified greater than or equal to 6 days as the cutoff for PMV. Of the 859 casualties included in the analysis, 154 (17.9%) had PMV. On univariable analysis, age, severe injury to the thorax and skin, 24-hour volume/kg administration of crystalloids, colloids, platelets, plasma, and packed RBCs was associated with PMV. In the multivariable model, odds ratios (95% CI) associated with PMV were crystalloids 1.04 (1.02-1.07), colloids 1.24 (1.04-1.49), platelets 1.03 (1.01-1.05), severe injury to the thorax 2.24 (1.41-3.48), and severe injury to the skin 4.48 (2.72-7.38). Model goodness-of-fit r2 was 0.14. CONCLUSIONS In this analysis of factors associated with PMV in pediatric trauma patients in a combat zone, in addition to severe injury to skin and thorax, we found that administration of crystalloids, colloids, and platelets was independently associated with greater odds of PMV. Our findings will help inform resource planning and suggest potential resuscitation strategies for future studies.
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Schauer SG, April MD, Fisher AD, Weymouth WL, Maddry JK, Gillespie KR, Salinas J, Cap AP. Hypothermia in the Combat Trauma Population. PREHOSP EMERG CARE 2022; 27:934-940. [PMID: 36037100 DOI: 10.1080/10903127.2022.2119315] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 07/29/2022] [Accepted: 08/25/2022] [Indexed: 10/15/2022]
Abstract
BACKGROUND The MARCH (Massive hemorrhage, Airway, Respirations, Circulation, and Hypothermia/Head injuries) algorithm taught to military medics includes interventions to prevent hypothermia. As possible sequelae from major trauma, hypothermia is associated with coagulopathy and lower survival. This paper sought to define hypothermia within our combat trauma population using an outcomes-based method, and determine clinical variables associated with hypothermia. METHODS This is a secondary analysis of a previously described dataset from the Department of Defense Trauma Registry focused on casualties who received prehospital care. A receiver operating curve was constructed and Youden's index was used to define hypothermia within the predetermined population based on mortality risk. A multivariable regression model was used to identify associations. RESULTS There were 23,243 encounters that met the inclusion criteria for this study with patients having received prehospital care and documentation of at least one emergency department temperature. An optimal threshold of 36.2° C was found to predict mortality; 3,159 casualties had temperatures below this threshold (14%). Survival to discharge was lower among casualties with hypothermia (91% versus 98%). Hypothermic casualties were less likely to undergo blanket application (38% versus 40%). However, they had higher proportions with Hypothermia Prevention and Management Kit application (11% versus 7%) and radiant warming (2% versus 1%). On multivariable regression modeling, none of the hypothermia interventions were associated with a decreased likelihood of hypothermia. Non-hypothermia interventions associated with hypothermia included prehospital intubation (OR 1.57, 95% CI 1.45-1.69) and blood product administration. CONCLUSIONS Hypothermia, including a single recorded low temperature in the patient care record, was associated with worse outcomes in this combat trauma population. Prehospital intubation was most strongly associated with developing hypothermia. Prehospital warming interventions were not associated with a reduction in hypothermia risk. Our dataset suggests that current methods for prehospital warming are inadequate.
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Affiliation(s)
- Steven G Schauer
- U.S. Army Institute of Surgical Research, JBSA Fort Sam Houston, Texas, USA
- Brooke Army Medical Center, JBSA Fort Sam Houston, Texas, USA
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Michael D April
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- 40th Forward Resuscitation and Surgical Detachment, Fort Carson, Colorado, USA
| | - Andrew D Fisher
- University of New Mexico School of Medicine, Albuquerque, New Mexico, USA
- Texas Army National Guard, Austin, Texas, USA
| | - Wells L Weymouth
- 160th Special Operations Aviation Regiment, Hunter Army Airfield, Georgia, USA
| | - Joseph K Maddry
- U.S. Army Institute of Surgical Research, JBSA Fort Sam Houston, Texas, USA
- Brooke Army Medical Center, JBSA Fort Sam Houston, Texas, USA
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- 59th Medical Wing, JBSA Fort Sam Houston, Texas, USA
| | - Kevin R Gillespie
- U.S. Army Institute of Surgical Research, JBSA Fort Sam Houston, Texas, USA
| | - Jose Salinas
- U.S. Army Institute of Surgical Research, JBSA Fort Sam Houston, Texas, USA
| | - Andrew P Cap
- U.S. Army Institute of Surgical Research, JBSA Fort Sam Houston, Texas, USA
- Brooke Army Medical Center, JBSA Fort Sam Houston, Texas, USA
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
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