Clinical Outcomes of Splenic Artery Embolization Versus Splenectomy in the Management of Hemodynamically Stable High-Grade Blunt Splenic Injuries: A National Analysis.

INTRODUCTION: This study aims to compare the outcomes of splenic artery embolization (SAE) versus splenectomy in adult trauma patients with high-grade blunt splenic injuries. METHODS: This retrospective analysis of the American College of Surgeons Trauma Quality Improvement Program database (2017-2021) compared SAE versus splenectomy in adults with blunt high-grade splenic injuries (grade ≥ IV). Patients were stratified first by hemodynamic status then splenic injury grade. Outcomes included in-hospital mortality, intensive care unit length of stay (ICU-LOS), and transfusion requirements at four and 24 h from arrival. RESULTS: Three thousand one hundred nine hemodynamically stable patients were analyzed, with 2975 (95.7%) undergoing splenectomy and 134 (4.3%) with SAE. One thousand eight hundred sixty five patients had grade IV splenic injuries, and 1244 had grade V. Patients managed with SAE had 72% lower odds of in-hospital mortality (odds ratio [OR] 0.28; P = 0.002), significantly shorter ICU-LOS (7 versus 9 d, 95%, P = 0.028), and received a mean of 1606 mL less packed red blood cells at four h compared to those undergoing splenectomy. Patients with grade IV or V injuries both had significantly lower odds of mortality (IV: OR 0.153, P < 0.001; V: OR 0.365, P = 0.041) and were given less packed red blood cells within four h when treated with SAE (2056 mL versus 405 mL, P < 0.001). CONCLUSIONS: SAE may be a safer and more effective management approach for hemodynamically stable adult trauma patients with high-grade blunt splenic injuries, as demonstrated by its association with significantly lower rates of in-hospital mortality, shorter ICU-LOS, and lower transfusion requirements compared to splenectomy.

Impact of Trauma Center Type on Outcomes in Pediatric Population Following Severe Isolated Blunt Traumatic Brain Injuries: A National Analysis.

INTRODUCTION: This study aims to evaluate the association between trauma center type, verification level, and clinical outcomes in pediatric trauma patients with moderate and severe isolated blunt traumatic brain injury (TBI). METHODS: This is a retrospective cohort study utilizing the American College of Surgeons (ACS) Trauma Quality Program (TQP) Participant Use File (PUF) database from 2017 to 2021. Severely injured pediatric (<18 years) trauma patients with isolated moderate and severe TBI (AIS head >2, all other body regions <3) were included. Outcomes included in-hospital mortality, discharge disposition, intensive care unit length-of-stay (ICU-LOS), and ventilator-free days (VFDs). RESULTS: Patients treated at a level-I combined adult and pediatric trauma centers (CTCs) had significantly lower odds of in-hospital mortality than those treated at adult trauma centers (ATCs) (OR .495, 95% CI 0.291-.841, P = .009). Patients treated at level-I pediatric trauma centers (PTCs) (OR 2.726, 95% CI 2.059-3.609, P < .001) and level-II PTCs (OR 6.18, 95% CI 3.402-11.239, P < .001) were significantly more likely to be discharged home than equivalent-level ATCs. CONCLUSION: Pediatric patients with isolated blunt moderate and severe TBI treated at level-I PTCs and CTCs had reduced odds of in-hospital mortality compared to level-I ATCs. Patients at level I and II PTCs had significantly higher odds of discharge home than those at equivalent-level CTCs and ATCs.

Evaluating the Factors Influencing Residency Match for Surgical Specialty Applicants and Programs: Challenges and Future Directions.

INTRODUCTION: We aim to evaluate the impact of recent changes in the residency matching process on surgical specialties' applicants and programs to offer recommendations on residency selection and matching processes. METHODS: We utilized five databases while employing a Boolean query to search for studies from 2015 to March 2024. The search selection focused on factors and recent changes influencing residency match results across surgical specialties, including USMLE Step 1 pass/fail, research productivity, interview structure, and preference and geographic signaling. RESULTS: The shift of the USMLE Step 1 to a pass/fail scoring system revealed a consensus among surgical program directors (PDs) and applicants not in favor of the change due to the emphasis on additional application elements. Research productivity was identified as a significant factor, especially in neurosurgery (with an average of 18.3 publications per applicant) and vascular surgery (8.3 publications), indicating a positive correlation between the number of publications and match outcomes. The adoption of virtual interviews has been well-received by both applicants and PDs, leading to an increase in the number of interviews offered and applicants. The implementation of preference and geographic signaling mechanisms has improved interview rates for applicants who utilize them. CONCLUSION: The transition to a pass/fail USMLE Step 1 has raised concerns among surgical specialties, necessitating a greater focus on Step 2 scores and research productivity. Virtual interviews and signaling have improved the accessibility and reach of the residency application process, however, the full impact of these changes on the perception of applicant-program fit remains unclear.

Optimizing Nutritional Needs of Burn Patients: An Evaluation of Nutritional Assessment Tools, Feeding Strategies, and Their Impact on Patient Outcomes.

BACKGROUND: Optimal nutritional support is essential to the recovery and improved outcomes of burn patients. This review aims to explore existing literature to evaluate nutrition assessment tools, feeding formulations' caloric predictive ability, timing of initiation of feeding, optimal nutritional composition, and caloric intake in burn patients. METHODS: Three databases were searched to glean studies investigating nutrition in acute severe adult burn patient populations in four areas: outcomes based on feeding type and timing, the caloric predictability of nutritional assessment tools, outcomes associated with the composition of feeding formulas, and considerations related to caloric intake. Outcomes of interest included the effects of nutritional assessments using feeding type, nutritional administration timing, formula composition, and caloric intake on mortality rate, length of stay, and infection. RESULTS: A total of 19 studies were included. Nutritional assessment tools were determined to over- or underestimate resting energy expenditure (REE). Milner was the most accurate alternative to indirect calorimetry. Early enteral nutrition in burn patients within 24 hours of admission was preferred. 5 studies evaluated micronutrients and yielded variable results. Low-fat high-carbohydrate diets were the ideal macronutrient composition. Burn patients were shown to receive lower caloric intake than recommended. CONCLUSIONS: Findings showed that while nutritional assessment tools tend to inaccurately estimate REE in burn patients, the ideal alternative to indirect calorimetry is the Milner equation. Several new equations may be worthy alternatives but require further validation. Enteral feeding should be initiated within the first 24 hours of burn injury whenever possible and should contain a high-carbohydrate/low-fat composition.

National Analysis of Outcomes for Adult Trauma Patients With Isolated Severe Blunt Traumatic Brain Injury Following Venous Thromboembolism Prophylaxis.

INTRODUCTION: We aim to evaluate the association of early versus late venous thromboembolism (VTE) prophylaxis on in-hospital mortality among patients with severe blunt isolated traumatic brain injuries. METHODS: Data from the American College of Surgeons Trauma Quality Program Participant Use File for 2017-2021 were analyzed. The target population included adult trauma patients with severe isolated traumatic brain injury (TBI). VTE prophylaxis types (low molecular weight heparin and unfractionated heparin) and their administration timing were analyzed in relation to in-hospital complications and mortality. RESULTS: The study comprised 3609 patients, predominantly Caucasian males, with an average age of 48.5 y. Early VTE prophylaxis recipients were younger (P < 0.01) and more likely to receive unfractionated heparin (P < 0.01). VTE prophylaxis later than 24 h was associated with a higher average injury severity score and longer intensive care unit stays (P < 0.01). Logistic regression revealed that VTE prophylaxis later than 24 h was associated with significant reduction of in-hospital mortality by 38% (odds ratio 0.62, 95% confidence interval 0.40-0.94, P = 0.02). Additionally, low molecular weight heparin use was associated with decreased mortality odds by 30% (odds ratio 0.70, 95% confidence interval 0.55-0.89, P < 0.01). CONCLUSIONS: VTE prophylaxis later than 24 h is associated with a reduced risk of in-hospital mortality in patients with severe isolated blunt TBI, as opposed to VTE prophylaxis within 24 h. These findings suggest the need for timely and appropriate VTE prophylaxis in TBI care, highlighting the critical need for a comprehensive assessment and further research concerning the safety and effectiveness of VTE prophylaxis in these patient populations.

A Narrative Review Investigating Practices and Disparities in Child Abuse Amongst United States Pediatric Trauma Patients & Associated Outcomes.

INTRODUCTION: Although non-accidental trauma continues to be a leading cause of morbidity and mortality among children in the United States, the underlying factors leading to NAT are not well characterized. We aim to review reporting practices, clinical outcomes, and associated disparities among pediatric trauma patients experiencing NAT. METHODS: A literature search utilizing PubMed, Google Scholar, EMBASE, ProQuest, and Cochrane was conducted from database inception until April 6, 2023. This review includes studies that assessed pediatric (age <18) trauma patients treated for NAT in the United States emergency departments. The evaluated outcome was in-hospital mortality rates stratified by race, age, sex, insurance status, and socioeconomic advantage. RESULTS: The literature search yielded 2641 initial articles, and after screening and applying inclusion and exclusion criteria, 15 articles remained. African American pediatric trauma patients diagnosed with NAT had higher mortality odds than white patients, even when adjusting for comparable injury severity. Children older than 12 mo experienced higher mortality rates compared to those younger than 12 mo, although some studies did not find a significant association between age and mortality. Uninsured insurance status was associated with the highest mortality rate, followed by Medicaid and private insurance. No significant association between sex and mortality or socioeconomic advantage and mortality was observed. CONCLUSIONS: Findings showed higher in-hospital mortality among African American pediatric trauma patients experiencing child abuse, and in patients 12 mo or older. Medicaid and uninsured pediatric patients faced higher mortality odds from their abuse compared to privately insured patients.

Evaluating the Accuracy, Comprehensiveness, and Validity of ChatGPT Compared to Evidence-Based Sources Regarding Common Surgical Conditions: Surgeons' Perspectives.

BACKGROUND: This study aims to assess the accuracy, comprehensiveness, and validity of ChatGPT compared to evidence-based sources regarding the diagnosis and management of common surgical conditions by surveying the perceptions of U.S. board-certified practicing surgeons. METHODS: An anonymous cross-sectional survey was distributed to U.S. practicing surgeons from June 2023 to March 2024. The survey comprised 94 multiple-choice questions evaluating diagnostic and management information for five common surgical conditions from evidence-based sources or generated by ChatGPT. Statistical analysis included descriptive statistics and paired-sample t-tests. RESULTS: Participating surgeons were primarily aged 40-50 years (43%), male (86%), White (57%), and had 5-10 years or >15 years of experience (86%). The majority of surgeons had no prior experience with ChatGPT in surgical practice (86%). For material discussing both acute cholecystitis and upper gastrointestinal hemorrhage, evidence-based sources were rated as significantly more comprehensive (3.57 (±.535) vs 2.00 (±1.16), P = .025) (4.14 (±.69) vs 2.43 (±.98), P < .001) and valid (3.71 (±.488) vs 2.86 (±1.07), P = .045) (3.71 (±.76) vs 2.71 (±.95) P = .038) than ChatGPT. However, there was no significant difference in accuracy between the two sources (3.71 vs 3.29, P = .289) (3.57 vs 2.71, P = .111). CONCLUSION: Surveyed U.S. board-certified practicing surgeons rated evidence-based sources as significantly more comprehensive and valid compared to ChatGPT across the majority of surveyed surgical conditions. However, there was no significant difference in accuracy between the sources across the majority of surveyed conditions. While ChatGPT may offer potential benefits in surgical practice, further refinement and validation are necessary to enhance its utility and acceptance among surgeons.

Predictors of Clinical Outcomes and the Need for Massive Transfusion Protocols in Geriatric Trauma Patients With Hemorrhagic Shock: A Systematic Review.

INTRODUCTION: The current literature lacks a clear consensus on the predictors of mortality and outcomes of geriatric trauma patients in hemorrhagic shock. This systematic review aims to investigate predictors of clinical outcomes and the need for massive transfusion protocol in the geriatric trauma population with hemorrhagic shock. METHODS: PubMed, EMBASE, Cochrane, ProQuest, and Google Scholar were searched for studies evaluating geriatric trauma patients in hemorrhagic shock or receiving MTP. Outcomes of interest included the effect of advanced age on clinical outcomes, the accuracy of SI and other variables in predicting mortality and need for MTP, and associations between blood product ratio and clinical outcomes. RESULTS: Fifteen studies were included in this systematic review. In most studies, advanced age was an accurate predictor of mortality and complication rates in geriatric patients undergoing management of shock with MTP. SI along with other variables such as systolic blood pressure (SBP) were sensitive predictors of mortality and the need for MTP. Studies evaluating blood product ratio found an increased incidence of complications with higher plasma: red blood cell ratios. CONCLUSION: Advanced age among geriatric patients is associated with increased mortality and complications when undergoing MTP. Shock Index and age x Shock Index are accurate and reliable predictors of mortality and need for MTP in the geriatric trauma population with hemorrhagic shock suffering blunt and/or penetrating injuries. An increased plasma: RBC ratio was associated with more complications in geriatric patients.

National Analysis of Clinical Outcomes Associated With Cirrhotic Blunt Trauma Patients Undergoing Emergency Laparotomy Versus Non-operative Management: A Propensity Case-Matched Analysis.

INTRODUCTION: This study aims to evaluate clinical outcomes among severely injured trauma patients presenting with isolated blunt abdominal solid organ injuries with a pre-diagnosis of liver cirrhosis (LC) undergoing emergency laparotomy vs nonoperative management (NOM). METHODS: This retrospective cohort study utilized the American College of Surgeons Trauma Quality Program Participant Use File (ACS-TQIP-PUF) dataset from 2017 to 2021. Adults (≥18 years) with a pre-existing diagnosis of LC who presented with severe blunt (ISS ≥ 16) isolated solid organ abdominal injuries and underwent laparotomy or NOM were included. Outcomes of interest included in-hospital mortality, intensive care unit length of stay (ICU-LOS), and in-hospital complications such as acute renal failure and deep vein thrombosis. RESULTS: 929 patients were included in this analysis, with 355 undergoing laparotomy and 574 managed nonoperatively. Laparotomy patients suffered greater in-hospital mortality (n = 186, 52.3% vs n = 115, 20.0%; P < .01), required significantly more blood within 4 hours (8.9 units vs 4.3 units, P < .01), and had a significantly longer ICU-LOS (10.2 days vs 6.7 days, P < .01). In the 1:1 propensity score matched analysis of 556 matched patients, in-hospital mortality was greater for laparotomy patients (52.3% vs 20.0%, P < .01). CONCLUSION: Laparotomy was associated with significantly higher in-hospital mortality in propensity-matched trauma patients, longer ICU-LOS, and more blood products given at 4 hours compared to NOM. These findings illustrate that NOM may be a safe approach in managing severely injured trauma patients with isolated blunt abdominal solid organ injuries and a pre-diagnosis of LC.

Evaluating the Effectiveness of Trauma-Informed Care Frameworks in Provider Education and the Care of Traumatized Patients.

INTRODUCTION: Trauma-informed care (TIC) spans many different health care fields and is essential in promoting the well-being and recovery of traumatized individuals. This review aims to assess the efficacy of TIC frameworks in both educating providers and enhancing care for adult and pediatric patients. METHODS: A literature search was conducted using PubMed, EMBASE, Proquest, Cochrane, and Google Scholar to identify relevant articles up to September 28, 2023. Studies implementing TIC frameworks in health care settings as a provider education tool or in patient care were included. Studies were further categorized based on adult or pediatric patient populations and relevant outcomes were extracted. RESULTS: A total of 36 articles were included in this review, evaluating over 7843 providers and patients. When implemented as a provider education tool, TIC frameworks significantly improved provider knowledge, confidence, awareness, and attitudes toward TIC (P < 0.05 to P < 0.001). Trauma screenings and assessments also increased (P < 0.001). When these frameworks were applied in adult patient care, there were positive effects across a multitude of settings, including women's health, intimate partner violence, post-traumatic stress disorder, and inpatient mental health. Findings included reduced depression and anxiety (P < 0.05), increased trauma disclosures (5%-30%), and enhanced mental and physical health (P < 0.001). CONCLUSIONS: This review underscores the multifaceted effectiveness of TIC frameworks, serving both as a valuable educational resource for providers and as a fundamental approach to patient care. Providers reported increased knowledge and comfort with core trauma principles. Patients were also found to derive benefits from these approaches in a variety of settings. These findings demonstrate the extensive applicability of TIC frameworks and highlight the need for a more comprehensive understanding of their applications and long-term effects.

Practices of Adult Spine Immobilization During Trauma Resuscitation: Proposal for Improved Guidelines.

INTRODUCTION: This narrative review aims to evaluate the impact of current spinal immobilization practices on clinical outcomes in adult trauma patients with suspected or confirmed spinal injury to direct the creation of improved practice management guidelines. METHODS: PubMed, ProQuest, Embase, Google Scholar, and Cochrane were searched for studies that evaluated the impact of spine immobilization practices during resuscitation in adult trauma patients and reported associated clinical outcomes. Outcomes included neurological deficits, in-hospital mortality, hospital length of stay (HLOS), ICU length of stay (ICU-LOS), discharge disposition, long-term functional status (modified Rankin scale), vascular injury rate, and respiratory injury rate. RESULTS: Nine studies were included in this review, divided into two groups based on patient immobilization status. Patients compared with and without cervical immobilization had higher mortality, longer ICU-LOS, and a higher incidence of neurological deficits if immobilized. Immobilization only was associated with a higher incidence of indirect neurological injury and poor functional outcomes. CONCLUSION: Spinal immobilization during resuscitation in adult trauma patients is associated with a higher risk of neurological injury, in-hospital mortality, and longer ICU-LOS. Further research is needed to provide strong evidence for spinal immobilization guidelines and identify the optimal method and timing for immobilization practices in trauma patients.

Evaluating Mortality Outcomes, Transfusion Characteristics, and Risk Factors Associated With Cirrhotic Trauma Patients Undergoing Emergency Laparotomy Versus Non-Operative Management: A National Analysis.

BACKGROUND: Patients with liver cirrhosis (LC) demonstrate significantly elevated mortality rates following a traumatic event. This study aims to examine and compare the clinical outcomes in adult trauma patients with pre-existing LC undergoing laparotomy or non-operative management (NOM). Additionally, the study aims to investigate various patient outcomes, including mortality rate based on transfusion needs and timing. METHODS: This retrospective cohort study utilized the American College of Surgeons Trauma Quality Program Participant Use File (ACS-TQIP-PUF) 2017-21 to compare laparotomy vs NOM in adults (≥18 years) with pre-existing LC who presented to trauma facilities with isolated blunt solid organ abdominal injuries (Injury Severity Score ≥16, Abbreviated Injury Scale solid organ abdomen ≥3). RESULTS: Among 929 patients, 38.2% underwent laparotomy, while 61.7% received NOM. The in-hospital mortality rate was lower for patients who received NOM (52.3% vs 20.0%, P < .01). The risk of in-hospital mortality was significantly associated with laparotomy (OR 5.22, 95% CI: 2.06-13.18, P < .01) and sepsis (OR 99.50, 95% CI: 6.99-1415.28, P < .01). On average an increase in blood units in 4 hours was observed among those who experienced an in-hospital mortality (OR 5.65, 95% CI: 3.05-8.24, P < .01) and those who underwent laparotomy (OR 3.85, 95% CI: 1.36-6.34, P < .01). CONCLUSION: Trauma patients with moderate to severe isolated organ injury and Liver cirrhosis had significantly higher mortality rates, acute renal failure, whole blood units received, as well as longer ICU-LOS when undergoing laparotomy compared to non-operative management.

Clinical Outcomes of Early Versus Late Enteral Nutrition Support in Critically Ill Trauma Patients With Isolated Traumatic Brain Injury.

INTRODUCTION: This study aims to compare the impact of early initiation of enteral feeding initiation on clinical outcomes in critically ill adult trauma patients with isolated traumatic brain injuries (TBI). METHODS: A retrospective cohort analysis of the American College of Surgeons Trauma Quality Program Participant Use File 2017-2021 dataset of critically ill adult trauma patients with moderate to severe blunt isolated TBI. Outcomes included ICU length of stay (ICU-LOS), ventilation-free days (VFD), and complication rates. Timing cohorts were defined as very early (<6 hours), early (6-24 hours), intermediate (24-48 hours), and late (>48 hours). RESULTS: 9210 patients were included in the analysis, of which 952 were in the very early enteral feeding initiation group, 652 in the early, 695 in intermediate, and 6938 in the late group. Earlier feeding was associated with significantly shorter ICU-LOS (very early: 7.82 days; early: 11.28; intermediate 12.25; late 17.55; P < .001) and more VFDs (very early: 21.72 days; early: 18.81; intermediate 18.81; late 14.51; P < .001). Patients with late EF had a significantly higher risk of VAP than very early (OR .21, CI 0.12-.38, P < .001) or early EF (OR .33, CI 0.17-.65, P = .001), and higher risk of ARDS than the intermediate group (OR .23, CI 0.05-.925, P = .039). CONCLUSION: Early enteral feeding in critically ill adult trauma patients with moderate to severe isolated TBI resulted in significantly fewer days in the ICU, more ventilation-free days, and lower odds of VAP and ARDS the sooner enteral feeding was initiated, with the most optimized outcomes within 6 hours.

Virtual Signaling and Emerging Trends in its Use Across Surgical Specialties.

INTRODUCTION: This study aims to evaluate program signaling in surgical specialties, analyze its influence on residency applications, and provide recommendations for enhancing its consistency and effectiveness. METHODS: This cross-sectional study analyzed AAMC ERAS data from the 2021 to 2022 and 2023 residency match cycles, focusing on surgical specialties including general surgery, neurological surgery, obstetrics and gynecology, and orthopedic surgery. RESULTS: A positive correlation existed between the number of signals received and the number of applicants to a program across 4 surgical specialties. 10% of programs in each specialty received between 17% and 28% of all signals. There was a negative correlation between the number of current DO residents at a program and the number of signals received. Amongst surgical specialties, those with more signals per applicant had a more equitable distribution of signals across competitive programs. University programs received the most signals, programs were less likely to receive signals if they had a higher percentage of DO residents, and IMG applicants were less likely to send signals. CONCLUSION: Specialties with more signals per applicant had a more equitable distribution of signals across competitive programs, and university programs received proportionally more signals than community programs. Further research is required to investigate the disparities in signaling and the impact of signaling on successful matching.

Evaluating the effectiveness and outcomes associated with direct peritoneal resuscitation in damage control surgery patients with and without hemorrhagic shock.

INTRODUCTION: This narrative review aims to evaluate the efficacy of adjunct direct peritoneal resuscitation (DPR) in the treatment of adult damage control surgery (DCS) patients both with and without hemorrhagic shock, and its impact on associated outcomes. METHODS: PubMed, Google Scholar, EMBASE, ProQuest, and Cochrane were searched for relevant articles published through April 13th, 2023. Studies assessing the utilization of DPR in adult DCS patients were included. Outcomes included time to abdominal closure, intra-abdominal complications, in-hospital mortality, and ICU length of stay (ICU LOS). RESULTS: Five studies evaluating 437 patients were included. In patients with hemorrhagic shock, DPR was associated with reduced time to abdominal closure (DPR 4.1 days, control 5.9 days, p = 0.002), intra-abdominal complications including abscess formation (DPR 27 %, control 47 %, p = 0.04), and ICU LOS (DPR 8 days, control 11 days, p = 0.004). Findings in patients without hemorrhagic shock were conflicting. Closure times were decreased in one study (DPR 5.9 days, control 7.7 days, p < 0.02) and increased in another study (DPR 3.5 days, control 2.5 days, p = 0.02), intra-abdominal complications were decreased in one study (DPR 27 %, control 47 %, p = 0.04) and similar in another, and ICU LOS was decreased in one study (DPR 17 days, control 24 days, p < 0.002) and increased in another (DPR 13 days, control 11.4 days, p = 0.807). CONCLUSION: In patients with hemorrhagic shock, adjunct DPR is associated with reduced time to abdominal closure, intra-abdominal complications such as abscesses, fistula, bleeding, anastomotic leak, and ICU LOS. Utilization of DPR in patients without hemorrhagic shock showed promising but inconsistent findings.

Retrospective Study of EMS Scene Times and Mortality in Penetrating Trauma Patients: Improving Transport Standards and Patient Outcomes.

BACKGROUND: This study aimed to determine the impact of emergency medical service (EMS) scene time variability on adult and pediatric trauma patient outcomes with moderate or severe penetrating injuries. METHODS: This retrospective study analyzed the American College of Surgeons (ACS) Trauma Quality Improvement Program (TQIP) database between 2017 and 2020 to evaluate the relationship between EMS scene time on adult and pediatric patients with moderate to severe injuries. Primary outcomes included Dead on Arrival (DOA) to the Emergency Department (ED), ED mortality, 24-hour mortality, and in-hospital mortality. Multivariable logistic regression models were used to examine the association of each EMS scene time category and mortality. RESULTS: Adult patients with 10-30 minutes of EMS scene time had increased odds of experiencing ED mortality, 24-hour mortality, and in-hospital mortality. Adults with >30 minutes of EMS scene time were more likely to be DOA to the ED. There was no significant association with mortality for patients with <10 minutes of EMS scene time. In the pediatric subset of patients, those with 10-30 minutes of EMS scene time were more likely to experience ED mortality and in-hospital mortality. CONCLUSION: EMS scene times less than 10 minutes were associated with the greatest odds of survival, supporting the "load and go" theory for penetrating trauma. Our study suggests that even an EMS scene time of 10-30 minutes results in a significantly increased risk of mortality, and further efforts are needed to improve scene time through improved EMS and hospital policies.