Gunshot Wound Patients Research Articles

Chronic Leg Ischemia Caused by Arterial Bullet Embolization.

Intravascular shrapnel or bullet embolization after a gunshot injury is rare, with fewer than 200 cases reported over the past century. Military injuries typically have high energy transfer, making this phenomenon less prevalent. A 22-year-old military personnel presented with chronic leg ischemia resulting from arterial bullet embolization. Before 4 months, he had sustained a military injury and subsequently required hospitalization for pneumohemothorax. A 21-mm bullet obstructing the popliteal artery caused chronic leg ischemia and was scheduled for elective vascular surgery. Physicians should be aware of potential bullet embolization indications in gunshot wound patients to prevent complications, ensuring early detection and appropriate treatment for successful management.

The role of emergency department thoracotomy in patients with cranial gunshot wounds.

Although several society guidelines exist regarding emergency department thoracotomy (EDT), there is a lack of data upon which to base guidance for multiple gunshot wound (GSW) patients whose injuries include a cranial GSW. We hypothesized that survival in these patients would be exceedingly low. We used Pennsylvania Trauma Outcomes Study data, 2002 to 2021, and included EDTs for GSWs. We defined EDT by International Classification of Diseases codes for thoracotomy or procedures requiring one, with a location flagged as emergency department. We defined head injuries as any head Abbreviated Injury Scale (AIS) score of ≥1 and severe head injuries as head AIS score of ≥4. Head injuries were "isolated" if all other body regions have an AIS score of <2. Descriptive statistics were performed. Discharge functional status was measured in five domains. Over 20 years in Pennsylvania, 3,546 EDTs were performed; 2,771 (78.1%) were for penetrating injuries. Most penetrating EDTs (2,003 [72.3%]) had suffered GSWs. Survival among patients with isolated head wounds (n = 25) was 0%. Survival was 5.3% for the non-head injured (n = 94 of 1,787). In patients with combined head and other injuries, survival was driven by the severity of the head wound-0% (0 of 81) with a severe head injury ( p = 0.035 vs. no severe head injury) and 4.5% (5 of 110) with a nonsevere head injury. Of the five head-injured survivors, two were fully dependent for transfer mobility, and three were partially or fully dependent for locomotion. Of 211 patients with a cranial injury who expired, 2 (0.9%) went on to organ donation. Although there is clearly no role for EDT in patients with isolated head GSWs, EDT may be considered in patients with combined injuries, as most of these patients have minor head injuries and survival is not different from the non-head injured. However, if a severe head injury is clinically apparent, even in the presence of other body cavity injuries, EDT should not be pursued. Therapeutic/Care Management; Level IV.

Identifying mental health outcomes and evidence-based psychological interventions for supporting pediatric gunshot wound patients: A systematic review and proposed conceptual model

BackgroundAccidental and assault gunshot wounds (GSWs) are the second leading cause of injury in the United States for youth ages 1- to 17-years-old, resulting in significant negative effects on pediatric patients’ mental health functioning. Despite the critical implications of GSWs, there has yet to be a systematic review synthesizing trends in mental health outcomes for pediatric patients; a gap the present review fills. Additionally, this review identifies evidence-based psychological interventions shown to be effective in the treatment of subclinical symptoms of psychological disorders in the general population.MethodsA comprehensive search was conducted using five databases: American Psychological Association (APA) PsycInfo, APA PsycArticles, Cumulative Index to Nursing and Allied Health Literature (CINAHL), Education Resource Information Center (ERIC), and Medical Literature Analysis and Retrieval Systems Online (MEDLINE). Twenty-two articles met inclusion criteria.ResultsFindings suggest pediatric GSW patients are at a significantly elevated risk for mental health disorders when compared to other- (e.g., motor vehicle collision) and non-injured youth. Disorders include post-traumatic stress, disruptive behavior, anxiety, depression, and substance use. Hospital-based violence intervention programs, cultivating supportive relationships with adults in one’s community, and trauma-focused outpatient services were identified as effective interventions for treating subclinical psychological symptoms.ConclusionsDepicted in the proposed conceptual model, the present study delineates a direct association between pediatric GSWs and subsequent onset of mental health disorders. This relation is buffered by evidence-based psychological interventions targeting subclinical symptoms. Results suggest brief psychological interventions can help treat mental health challenges, minimizing risk for significant long-term concerns. Cultural adaptations to enhance the utility and accessibility of interventions for all patients are recommended.

Management and outcomes of cerebrovascular injuries after gunshot wounds to the cervical spine

Study designThis study was a multicenter retrospective analysis of cervical spine gunshot wound (GSW) patients. ObjectiveThe present study was conducted to evaluate the management and outcomes of vascular injuries following GSW involving the cervical spine. Summary of background dataGunshot wounds (GSW) injuring the cervical spine are associated with high rates of vascular injury. MethodsCharts of patients with GSW involving the cervical spine at two Level 1 trauma centers were reviewed from 2010 to 2021 for demographics, injury characteristics, management and follow-up. Statistical analysis included T tests and ANOVA for comparisons of continuous variables and chi-square testing for categorical variables, non-parametric tests were used when indicated. Beta-binomial models were used to estimate the probabilities outcomes. Bayesian regression models were utilized to compute risk ratios (RR) and their 95 % confidence intervals (CI) to enhance the inferential robustness. Results40 patients with cervical spine GSW and associated cerebrovascular injury were included in our analysis. 15 % of patients had Biffl grade (BG) V injuries, 50 % grade IV, and 35 % grade III–I. Angiography was performed in 35 % of patients. 5 of these patients (BG V–III) required endovascular treatment for pseudoaneurysm obliteration or parent vessel sacrifice. 7 patients (22 %) showed evidence of progression. 70 % of patients were placed on antiplatelet therapy for stroke prevention. Bayesian regression models with a skeptical prior for cerebral ischemia revealed a mean RR of 4.82 (95 % CI 1.02–14.48) in the BG V group, 0.75 (95 % CI 0.13–2.26) in the BG IV group, and 0.61 (95 % CI 0.06–2.01) in the combined BG III-I group. For demise the mean RR was 3.41 (95 % CI 0.58–10.65) in the BG V group and 1.69 (95 % CI 0.29–5.97) in the BG IV group. In the high BG (V, IV) group, 54.55 % of patients treated with antiplatelet therapy had complications. None of the patients that were treated with antiplatelet therapy in the low BG (III–I) group had complications. ConclusionsCervical spine GSWs are associated with high-grade vascular injuries and may require early endovascular intervention. Additionally, a high rate of injury progression was seen on follow up imaging, requiring subsequent intervention. Reintervention and demise were common and observed in high BG (V, IV) groups. The incidence of stroke was low, especially in low BG (I–III) groups, suggesting that daily aspirin prophylaxis is adequate for long-term stroke prevention.

Outcomes of Hospitalized Injured Suspects Sustaining Gunshot Wounds From Law Enforcement Action.

Although firearms are implicated in the majority of law enforcement intervention (LEI)-related deaths, scientific research is lacking. The present study sought to characterize clinical and financial outcomes between injured suspects and other gunshot wound (GSW) patients. The 2016-2020 National Inpatient Sample was queried for patients ≥16years old admitted following GSW. Patients were categorized as injured suspects (ISs) if they were injured in LEI and non-IS otherwise. The primary outcome was in-hospital mortality with complications, hospitalization duration (LOS), and costs secondarily considered. Multivariable regression models were used to adjust for patient characteristics, injury burden using the Trauma Mortality Prediction Model (TMPM), and hospital factors. Of 143,125 hospitalizations, 1575 (1.10%) were IS. Compared to non-IS, ISs were less frequently Black (24.4% vs 54.3%) but had a higher proportion of psychiatric conditions (19.4% vs 6.4%) (P < .05). Although having a similar requirement for major operations and TMPM score, ISs more frequently underwent thoracic (11.4% vs 4.1%) and gastrointestinal operations (33.0% vs 25.7%) (P < .05). After adjustment, IS was associated with similar odds of mortality but was associated with greater odds of cardiac complications, respiratory failure, and need for intensive care. While LOS was similar, IS was associated with greater costs (β: +$14,300, 95% CI: 6,200-22,400). Suspects injured during law enforcement intervention have similar in-hospital mortality but greater complication rates and costs. Through the quantification of the clinical and financial burden of IS, our findings may help inform further policy discussions regarding use of potentially lethal force in law enforcement intervention.

Increased Incidence and Mortality of Civilian Penetrating Traumatic Brain Injury in Sweden: A Single-Center Registry-Based Study

Penetrating trauma to the head and neck has increased during the past decade in Sweden. The aim of this study was to characterize these injuries and evaluate the outcomes for patients treated at a tertiary trauma center. Swedish trauma registry data were extracted on patients with head and neck injuries admitted to Karolinska University Hospital (Stockholm, Sweden) between 2011 and 2019. Outcome information was extracted from hospital records, with the primary endpoints focusing on the physiological outcome measures and the secondary endpoints on the surgical and radiological outcomes. Of 1436 patients with penetrating trauma, 329 with penetrating head and neck injuries were identified. Of the 329 patients, 66 (20%) had suffered a gunshot wound (GSW), 240 (73%) a stab wound (SW), and 23 (7%) an injury from other trauma mechanisms (OTMs). The median age for the corresponding 3 groups of patients was 25, 33, and 21 years, respectively. Assault was the primary intent, with 54 patients experiencing GSWs (81.8%) and 158 SWs (65.8%). Patients with GSWs had more severe injuries, worse admission Glasgow coma scale, motor, scores, and a higher intubation rate at the injury site. Most GSW patients underwent major surgery (59.1%) as the initial procedure and were more likely to have intracranial hemorrhage (21.2%). The 30-day mortality was 45.5% (n= 30) for GSWs, 5.4% (n= 13) for SWs, and 0% (n= 0) for OTMs. There was an annual increase in the incidence and mortality for GSWs and SWs. Between 2011 and 2019, an increasing annual trend was found in the incidence and mortality from penetrating head and neck trauma in Stockholm, Sweden. GSW patients experienced more severe injuries and intracranial hemorrhage and underwent more surgical interventions compared with patients with SWs and OTMs.

Factors Associated with Discharge to Skilled Nursing Facility Following Gunshot Wounds

IntroductionFirearm injury is a public health crisis. Most victims are minorities in underserved neighborhoods. Measuring firearm injury by mortality underestimates its impact, as most victims survive to discharge. This study was done to determine if race and insurance status are associated with discharge disposition for gunshot wound (GSW)–related trauma. MethodsUsing the 2019 Trauma Quality Improvement Program database, we identified GSW patients with Abbreviated Injury Scale (AIS) = 1-3. Exclusion criteria included patients who died in hospital and routine home discharge. We compared discharge patterns of patients based on demographics (age, gender, race, ethnicity, payor, AIS, hospital designation, and length of stay [LOS]) and injury severity. Multivariable logistic regression models identified factors associated with discharge disposition. ResultsOur sample included 2437 patients with GSWs. On univariable analysis, Black patients were more likely to discharge to home with home health (64.1% Black versus 34.7% White; P < 0.001). White patients were more likely to discharge to skilled nursing facility (SNF) (51.4% White versus 44.6% Black; P < 0.001). Controlling for age, race, Latin ethnicity, primary payor, LOS, AIS severity, and injury severity score factors independently associated with discharge to SNF included age (0.0462, P < 0.001), Medicaid (1.136, P < 0.0003), Medicare (1.452, P < 0.001), and LOS (0.03745, P < 0.001). ConclusionsPostacute care following traumatic injuries is essential to recovery. Black GSW victims are more likely to be discharged to home health than White patients, who are more likely to be discharged to SNF. Targeted programs to reduce barriers to appropriate aftercare are necessary to eliminate this bias and improve the care of underserved populations.

Racial equity in trauma injury: An unresolved enigma

BackgroundRacial disparities in healthcare have been attributed to socioeconomic inequalities while the relative risk (RR) of traumatic injury in people of color has yet to be described. MethodsDemographics of our patient population were compared to the population of our service area. The racial and ethnic identities of gunshot wound (GSW) and motor vehicle collision (MVC) patients were used to establish RR of traumatic injury adjusting for socioeconomic status defined by payor mix and geography. ResultsGSW assaults were more common in Blacks (59.1%) while self-inflicted GSWs were more common in Whites (46.2%). RR of having a GSW was 4.65 times greater (95% CI 4.03–5.37; p < 0.01) among Blacks than other populations. MVC patients were 36.8% Black, 26.6% White, and 32.6% Hispanic. Blacks had an increased risk of MVC compared to other races (RR 2.13; 95% CI 1.96–2.32; p < 0.01). The racial and ethnic identity of the patient was not a predictor of GSW or MVC mortality. ConclusionsIncreased risk of GSW and MVC was not correlated with local population demographics or socioeconomic status.

Simple wound closure compared with surgery for civilian cranial gunshot wounds.

A carefully selected subset of civilian cranial gunshot wound (CGSW) patients may be treated with simple wound closure (SWC) as a proactive therapy, but the appropriate clinical scenario for using this strategy is unknown. The aim of this study was to compare SWC and surgery patients in terms of their neurological outcomes and complications, including infections, seizures, and reoperations. This was a single-center, retrospective review of the prospectively maintained institutional traumatic brain injury and trauma registries. Included were adults who sustained an acute CGSW defined as suspected or confirmed dural penetration. Excluded were nonfirearm penetrating injuries, patients with an initial Glasgow Coma Scale (GCS) score of 3, patients with an initial GCS score of 4 and nonreactive pupils, and patients who died within 48 hours of presentation. A total of 67 patients were included; 17 (25.4%) were treated with SWC and 50 (74.6%) were treated with surgery. The SWC group had a lower incidence of radiographic mass effect (3/17 [17.6%] SWC vs 31/50 [62%] surgery; absolute difference 44.4, 95% CI -71.9 to 16.8; p = 0.002) and lower incidence of involvement of the frontal sinus (0/17 [0%] SWC vs 14/50 [28%] surgery; absolute difference 28, 95% CI -50.4 to 5.6; p = 0.01). There were no differences in the frequency of Glasgow Outcome Scale-Extended scores ≥ 5 between the SWC and surgery groups at 30 days (4/11 [36.4%] SWC vs 12/35 [34.3%] surgery; OR 1.1, 95% CI 0.3-4.5; p > 0.99), 60 days (2/7 [28.6%] SWC vs 8/26 [30.8%] surgery; OR 0.9, 95% CI 0.3-3.4; p > 0.99), and 90 days (3/8 [37.5%] SWC vs 12/26 [46.2%] surgery; OR 0.7, 95% CI 0.1-3.6; p > 0.99). There were no differences in the incidence of infections (1/17 [5.9%] SWC vs 6/50 [12%] surgery; OR 0.5, 95% CI 0.1-4.1; p = 0.67), CSF fistulas (2/11 [11.6%] SWC vs 3/50 [6%] surgery; OR 2.1, 95% CI 0.3-13.7; p = 0.60), seizures (3/17 [17.6%] SWC vs 9/50 [18%] surgery; OR 1, 95% CI 0.2-4.1; p > 0.99), and reoperations (3/17 [17.6%] SWC vs 4/50 [8%] surgery; OR 2.5, 95% CI 0.5-12.4; p = 0.36) between the SWC and surgery groups. There were important clinically relevant differences between the SWC and surgery groups. SWC can be considered a safe and efficacious proactive therapy in a carefully selected subset of civilian CGSW patients.

Demographics, Radiological Findings, and Predictors of Prolonged Hospitalization in Civilian Gunshot Wound Patients.

This study aims to characterize the demographic, clinical, and radiological features of gunshot wound (GSW) patients as well as identify predictors of prolonged hospitalization. In this retrospective study, a consecutive sampling method was used, including all patients with GSWs in any anatomical region. Data collection included demographic and clinical information, radiological findings, treatment specifics, and outcome variables, such as hospitalization length of stay (LOS) as the primary outcome. To identify predictive factors associated with prolonged LOS, logistic regression analysis was used. We studied 212 GSW cases, including 95.8% were men and 4.2% were women. The mean age of the studied group was 30.17±7.80 years. GSWs occurred in extremities (80.2%), abdomen (9.0%), thorax (4.7%), and head or neck (5.2%). Two patients (0.9%) had both abdominal and thoracic GSWs. The most prevalent radiological study was an X-ray (83.0%). Patients with head and neck GSWs had the longest emergency department stay, while patients with abdominal GSW patients had the shortest (p=0.068). The highest rates of blood product transfusion were observed in abdominal GSWs (63.2%), emergency surgery (63.2%), and ICU admission (42.1%). Head and neck GSWs had the longest hospitalization LOS (7.5 days). Longer LOS was significantly associated with abnormalities in radiological findings, receiving blood products, and ICU admission (p≤0.001). Significant predictors of prolonged LOS were major abnormalities in radiological findings [odds ratio (OR)=5.3; 95% confidence interval (CI):2.8-10.2], head and neck GSWs (OR=6.1; 95% CI:1.2-31.9), and blood product transfusion (OR=4.1; 95% CI: 1.0-16.3). This study provides insights into factors influencing prolonged hospitalization in GSW patients, highlighting the importance of radiological findings, head and neck injuries, and blood product transfusion.

Simple Wound Closure for Civilian Cranial Gunshot Wounds: A Systematic Literature Review.

Civilian cranial gunshot wounds are common injuries associated with significant morbidity and mortality. Simple wound closure has been previously proposed as an alternative treatment option for a small subset of patients, but the exact outcomes of this strategy are not well-defined. The objective of this paper was to describe the scientific literature reporting simple wound closure of civilian cranial gunshot wounds, its effect on short-term and long-term neurologic outcomes, and rates of seizures and infections. A systematic literature review was performed in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines. The strength of evidence was assessed using the Grading of Recommendation, Assessment, Development, and Evaluation (GRADE) criteria. Seventeen studies were found that met inclusion criteria. There was very low strength of evidence that patients treated with simple wound closure can achieve good short and long-term neurologic outcomes. There was very low strength of evidence that simple wound closure has a higher incidence of mortality compared to operative intervention, especially in patients with initial low Glasgow Coma Scale (GCS) scores. There was very low strength of evidence that patients treated with simple wound closure have a small risk of subsequently developing infections or seizures. In conclusion, under most circumstances, neurosurgical operative intervention should be viewed as the optimal treatment for salvageable civilian cranial gunshot wound patients. However, our literature review showed that simple wound closure is safe and viable. More data are needed to determine the appropriate clinical scenario for using this alternative option.

Mortality and PICU Hospitalization Among Pediatric Gunshot Wound Victims in Chicago.

IMPORTANCE:Firearm injury accounts for significant morbidity with high mortality among children admitted to the PICU. Understanding risk factors for PICU admission is an important step toward developing prevention and intervention strategies to minimize the burden of pediatric gunshot wound (GSW) injury.OBJECTIVES:The primary objective of this study was to characterize outcomes and the likelihood of PICU admission among children with GSWs.DESIGN, SETTING, AND PARTICIPANTS:Retrospective cohort study of GSW patients 0–18 years old evaluated at the University of Chicago Comer Children’s Hospital Pediatric Trauma Center from 2010 to 2017.MAIN OUTCOMES AND MEASURES:Demographic and injury severity measures were acquired from an institutional database. We describe mortality and hospitalization characteristics for the cohort. We used logistic regression models to test the association between PICU admission and patient characteristics.RESULTS:During the 8-year study period, 294 children experienced GSWs. We did not observe trends in overall mortality over time, but mortality for children with GSWs was higher than all-cause PICU mortality. Children 0–6 years old experienced longer hospitalizations compared with children 13–16 years old (5 vs 3 d; p = 0.04) and greater frequency of PICU admission (83.3% vs 52.9%; p = 0.001). Adjusting for severity of illness, children less than 7 years old were four-fold more likely to be admitted to the PICU than children 13–16 years old (aOR range, 3.9–4.6).CONCLUSIONS AND RELEVANCE:Despite declines in pediatric firearm mortality across the United States, mortality did not decrease over time in our cohort and was higher than all-cause PICU mortality. Younger children with GSWs experience longer hospitalizations and require PICU care more often than older children. Our findings suggest that the youngest victims of firearm-related injury may be particularly at-risk of the long-term sequelae of critical illness and injury.

The hidden mortality of pediatric firearm violence

IntroductionFirearms and motor vehicle collisions (MVC) are leading causes of mortality in children. We hypothesized that firearm injuries would have a higher mortality than MVCs in children and a higher level of resource utilization MethodsTrauma patients <18 years old at a Level 1 pediatric trauma center sustaining gunshot wounds (GSW) or MVCs 2009–2019 were included. The primary outcome was mortality. The secondary outcome was immediate surgery. The California Department of Public Health's Overall Injury Surveillance tool was queried for patients <18 with GSW or MVC 2006–2015 to compare statewide case fatality rates (CFRs), and analyze proportions of GSWs by intent: assault, self-inflicted, and unintentional. ResultsOf 13,840 pediatric trauma patients at our institution, 295 GSWs (2.1%) and 4467 MVCs (32.3%) were included. Mortality was higher for GSWs (7.5% vs. 0.8%, p<0.0001). GSW patients were more likely to require immediate surgery (34.4% vs. 11.2%, p<0.0001). On multivariable analysis, GSW patients were 7.8-times more likely to die than MVC patients (OR 7.83, 95% CI 3.68–16.66, p<0.0001), adjusted for age, sex, and injury severity. Statewide, there were 10,790 pediatric GSWs with 1586 deaths (CFR 14.7%) vs. 710 deaths in 261,363 children in MVCs (CFR 0.3%, p<0.0001). The GSW CFR rose (13.4% to 16.5%, p = 0.05) while the MVC CFR decreased (0.5% to 0.2%, p<0.0001) in 2015 vs. 2006. ConclusionFirearm violence in pediatric patients is significantly more lethal than MVCs and is resource intensive. The case fatality rate for pediatric firearm violence is rising. Resources must be directed at preventing pediatric firearm injuries. Level of evidencePrognosis study, Level II

Increase in gunshot wounds at a level 1 trauma center following the COVID19 pandemic.

Objectives:To compare the number of patients with gunshot wounds presenting to our level 1 trauma center before and during the COVID-19 pandemic with a focus on volume trends after the lifting of stay-at-home directives through August 2020.Design:Retrospective.Setting:Level 1 trauma center.Patients/Participants:Seven hundred six gunshot wound patients between 2016 and 2020 (months March to September only).Intervention:COVID-19 pandemic and resultant stay at home directives.Main Outcome Measurements:Number of patients presenting with gunshot wounds per time period.Results:The number of patients with gunshot wounds presenting to our institution increased by 11.7% in March–April 2020 and by 67% in May–August 2020 when compared to previous years. Length of stay significantly decreased in 2020 compared to 2018 and 2019. In 2020, significantly fewer patients had orthopaedic procedures than in 2018.Conclusions:Patients presenting with gunshot wounds increased during the initial “stay-at-home” portion of the pandemic in March to April and increased significantly more after the restrictions were relaxed during May to August.Level of Evidence: Therapeutic Level III

Are Facial Gunshot Wounds More Fatal When They Are Self-Inflicted or Other-Inflicted?

This was a retrospective cohort study of the 2014 Nationwide Emergency Department Sample (NEDS). Intraoral and submental projectile entry points may be less fatal than other facial entry points due to the indirect access to the intracranial structures and the protection offered by the intervening maxillofacial complex. Because intraoral and submental trajectories are almost always present in the setting of attempted suicide, this study sought to determine if intent (self-harm versus other-harm) influenced mortality in facial gunshot wound (GSW) patients. All patients with a diagnosis of a facial fracture secondary to firearm injury were included in the study sample. The primary predictor was self-harm. Secondary predictors were derived from patient, injury, and hospitalization characteristics. The study outcome was death. Univariate time to event analyses were conducted for all study predictors. A multivariate regression model for mortality was created using all relevant predictors. The final sample included 668 facial GSW injuries, of which 19.3% were attributed to self-harm. Self-inflicted GSWs were more likely to involve the mandible (58.9 vs 46.0%, P < 0.01), ZMC/maxilla (47.3 vs 32.5%, P < 0.01), and intracranial cavity (48.1 vs 22.6%, P < 0.01). The overall mortality rate was 7.3%, and the mean time to death was 2.2 days. After controlling for pertinent covariates, the risk of mortality was independently decreased with mandibular injury (HR = 0.36, P = 0.03). However, mortality was increased by self-harm intent (HR = 3.94, P < 0.01) and intracranial involvement (HR = 11.24, P < 0.01). Consistent with a pattern of intraoral and submental entry points, self-inflicted facial GSWs demonstrated higher rates of mandibular injury. Despite this finding, self-harm injuries still carried a higher incidence of intracranial injury and a greater independent risk of mortality. Our results refute any notion that the mechanism and trajectory of self-inflicted GSWs is less fatal.

Police transport of firearm-injured patients-more often and more injured.

Police transport (PT) of penetrating trauma patients decreases the time between injury and trauma center arrival. Our study objective was to characterize trends in the rate of PT and its impact on mortality. We hypothesized that PT is increasing and that these patients are more injured. We conducted a single-center, retrospective cohort study of adult (≥18 years) patients presenting with gunshot wounds (GSWs) to a level 1 center from 2012 to 2018. Patients transported by police or ambulance (emergency medical service [EMS]) were included. The association between mode of transport (PT vs. EMS) and mortality was evaluated using χ2, t tests, Mann-Whitney U tests, and logistic regression. Of 2,007 patients, there were 1,357 PT patients and 650 EMS patients. Overall in-hospital mortality was 23.7%. The rate of GSW patients arriving by PT increased from 48.9% to 78.5% over the study period (p < 0.001). Compared with EMS patients, PT patients were sicker on presentation with lower initial systolic blood pressure (98 vs. 110, p < 0.001), higher Injury Severity Score (median [interquartile range], 10 [2-75] vs. 9 [1-17]; p < 0.001) and more bullet wounds (3.5 vs. 2.9, p < 0.001). Police-transported patients more frequently underwent resuscitative thoracotomy (19.2% vs. 10.0%, p < 0.001) and immediate surgical exploration (31.3% vs. 22.6%, p < 0.001). There was no difference in adjusted in-hospital mortality between transport groups. Of patients surviving to discharge, PT patients had higher Injury Severity Score (9.6 vs. 8.3, p = 0.004) and lower systolic blood pressure on arrival (126 vs. 130, p = 0.013) than EMS patients. Police transport of GSW patients is increasing at our urban level 1 center. Compared with EMS patients, PT patients are more severely injured but have similar in-hospital mortality. Further study is necessary to understand the impact of PT on outcomes in specific subsets in penetrating trauma patients. Epidemiological, level III.

Development of a field artificial intelligence triage tool: Confidence in the prediction of shock, transfusion, and definitive surgical therapy in patients with truncal gunshot wounds.

In-field triage tools for trauma patients are limited by availability of information, linear risk classification, and a lack of confidence reporting. We therefore set out to develop and test a machine learning algorithm that can overcome these limitations by accurately and confidently making predictions to support in-field triage in the first hours after traumatic injury. Using an American College of Surgeons Trauma Quality Improvement Program-derived database of truncal and junctional gunshot wound (GSW) patients (aged 16-60 years), we trained an information-aware Dirichlet deep neural network (field artificial intelligence triage). Using supervised training, field artificial intelligence triage was trained to predict shock and the need for major hemorrhage control procedures or early massive transfusion (MT) using GSW anatomical locations, vital signs, and patient information available in the field. In parallel, a confidence model was developed to predict the true-class probability (scale of 0-1), indicating the likelihood that the prediction made was correct, based on the values and interconnectivity of input variables. A total of 29,816 patients met all the inclusion criteria. Shock, major surgery, and early MT were identified in 13.0%, 22.4%, and 6.3% of the included patients, respectively. Field artificial intelligence triage achieved mean areas under the receiver operating characteristic curve of 0.89, 0.86, and 0.82 for prediction of shock, early MT, and major surgery, respectively, for 80/20 train-test splits over 1,000 epochs. Mean predicted true-class probability for errors/correct predictions was 0.25/0.87 for shock, 0.30/0.81 for MT, and 0.24/0.69 for major surgery. Field artificial intelligence triage accurately identifies potential shock in truncal GSW patients and predicts their need for MT and major surgery, with a high degree of certainty. The presented model is an important proof of concept. Future iterations will use an expansion of databases to refine and validate the model, further adding to its potential to improve triage in the field, both in civilian and military settings. Prognostic, Level III.

Association between Torso Gunshot Wound Volumes of Trauma Centers and Outcomes of Torso Gunshot Wound Patients. A Propensity-Matched Nationwide Cohort Study

Objective: The number and type of patients treated by trauma centers can vary widely because of a number of factors. There might be trauma centers with a high volume of torso GSWs that are not designated as high-level trauma centers. We proposed that, for torso gunshot wounds (GSWs), the treating hospital’s trauma volume and not its trauma center level designation drives patient prognosis. Methods: The National Trauma Data Bank was queried for torso GSWs. The characteristics of torso GSWs in trauma centers with different volumes of torso GSWs were compared. The association between torso GSW volumes of trauma centers and the outcomes of torso GSWs were evaluated with propensity score matching (PSM) and multivariate logistic regression (MLR) analysis. Results: There were 618 trauma centers that treated 14,804 torso GSW patients in two years (2014-2015). In 191 level I trauma centers, 82 of them (42.9%, 82/191) treated <1 torso GSW per month. After well-balanced PSM, patients who were treated in higher volume trauma centers (≥9 torso GSWs/month) had a significantly lower mortality rate (7.9% vs. 9.7%). Patients treated in trauma centers with ≥9 torso GSWs/month had a 30.9% (odds ratio = 0.764) lower probability of death than if sent to trauma centers with <9 torso GSWs/month. Treatment in level I or II trauma centers did not significantly affect mortality. Conclusion: There is an uneven distribution of torso GSWs among trauma centers. Torso GSWs treated in trauma centers with ≥9 torso GSWs/month have significantly superior outcomes with regard to survival.

Civilian Gun Shot Wounds Associated With Spinal Injuries.

Study Design:RetrospectiveObjective:To evaluate functional outcomes and characteristics associated with gunshot wound (GSW) to the spine.Methods:Patients with GSW to the spine managed at a Level 1 Trauma Center from January 2003 to December 2017 were enrolled. Patient demographics, diagnoses, level of injury, American Spinal Injury Association (ASIA) score, ambulatory status at follow-up, bowel and bladder function, clinical improvement, and mortality were evaluated. Clinical improvement was defined as a progression in ambulatory status category at latest follow up.Results:51 patients with GSW of the spine were identified. 48 (94.1%) were male and 3 (5.9%) were female, with a mean age of 27 years-old (range 15-56). 38 (74.5%) were Caucasian, 7 (13.7%) were African American, 1 (2.0%) Asian-American, and 5 (9.8%) were Other/Unknown. 46 (90.2%) patients had GSW related spinal fractures and 44 (86.3%) had neurological deficits. Among patients with neurologic deficits, 5 (9.8%) had Cauda Equina Syndrome, 1 (2%) had Brown-Sequard Syndrome, and 38 (74.5%) spinal cord injuries: ASIA A 26 (68.4%); ASIA B 3 (7.9%); ASIA C 7 (18.4%); ASIA D 2 (5.3%). At mean follow-up time of 4.2 years (SD 3.9), 27 (52.9%) patients were wheelchair bound, 11 (21.6%) were ambulating with assistance, and 13 (25.5%) had normal ambulation. ASIA grade (A or B) was significantly, P < 0.00001, associated with being wheelchair bound and having neurogenic bowel or bladder at follow-up.Conclusions:Most spinal GSW patients (70.6%) did not have any clinical improvement in ambulatory status and most injuries were ASIA A.

Penetrating Trauma in Baltimore: An Analysis of the Effect of a Rise in Localized Violence by Age Group

BackgroundIncidence of firearm mortality in the United States is increasing. Baltimore, MD saw a substantial increase in violence in April 2015. We analyzed the effect of this localized surge in violence on the pediatric population. MethodsUsing the Maryland Health Services Cost Review Commission database, initial hospital encounters for gunshot wound (GSW) or stab wound (SW) were identified. Baltimore Police Department victim-based crime data and homicide data on GSW and SW assault were used to capture those not seen at hospitals. Changes in incidence rate ratios from before/after April 2015 were analyzed using Poisson regression. ResultsNo change in mortality was seen in hospital-evaluated GSW patients. The pediatric population showed decreased incidence of SW (P < 0.001) and increase in GSW (P < 0.001) but no change in total penetrating trauma (tPT). The young adult population had decreased SW incidence (P < 0.001) without change in GSW or tPT. The pediatric populations saw no difference in SW/GSW deaths or homicide rate. However, in young adults, there were increased homicides (P < 0.001) and GSW deaths (P < 0.001) with unchanged SW deaths. ConclusionsAfter a surge in violence, the shifted mechanism of penetrating trauma in the pediatric population did not increase mortality or tPT. By contrast, GSW incidence is increasing in young adults with more lethal injuries. Intervention could be aimed at gun control and targeted education/intervention in the at-risk younger age group.