Complications and in-hospital mortality in trauma patients treated in intensive care units in the United States, 2013

Complication reporting in trauma: An environmental scan and comparison of nationwide trauma registry data

BACKGROUND

To explore variability in quality measurement, this study aimed to compare abstraction and definitions of complications reported across trauma registries in Canada.

METHODS

A literature search was performed to identify active trauma registries used in Canadian hospitals. Registry characteristics, data abstraction, and reported complications and definitions based on registry data dictionaries were compared.

RESULTS

Nine registries were included, most of which were provincial-level registries (67 ​%). A total of 53 individual complications were identified. Twenty-one (40 ​%) were recorded by only one registry each whereas 5 (9 ​%) were collected by all. Of the 32 complications collected by ​> ​1 registry, 18 (56 ​%) had different definitions. Of the 18 with different definitions, 12 (67 ​%), 5 (28 ​%), and 1 (6 ​%) had 2, 3, and 4 different definitions across registries, respectively.

CONCLUSIONS

Complications reported by trauma registries are variable. Reliable benchmarking is likely challenging, and efforts to standardize complication reporting may be a valuable undertaking.

Utility of intracranial pressure monitoring in patients with traumatic brain injuries: a propensity score matching analysis of TQIP data

PURPOSE

Intracranial pressure monitoring (ICPM) is central to traumatic brain injury (TBI) management, but its utility is controversial.

METHODS

The 2016-2017 TQIP database was queried for isolated TBI. Patients with ICPM [(ICPM (+)] were propensity-score matched (PSM) to those without ICPM [ICPM (-)] and divided into three age groups by years (< 18, 18-54, ≥  55).

RESULTS

PSM yielded 2125 patients in each group. Patients aged < 18 years had a higher survival probability (p = 0.013) and decreased mortality (p = 0.016) in the ICPM (+) group. Complications were higher and LOS was longer in ICPM (+) patients aged 18-54 years and ≥ 55 years, but not in patients aged < 18 years.

CONCLUSIONS

ICPM (+) is associated with a survival benefit without an increase in complications in patents aged < 18 years. In patients aged ≥ 18 years, ICPM (+) is associated with more complications and longer LOS without a survival benefit.

In-hospital complications of work-related musculoskeletal injuries

BACKGROUND, OBJECTIVES

Work-related musculoskeletal (MSK) injuries are a major contributor to morbidity worldwide and frequently result in hospitalisation. Hospital complications are common, costly, and largely preventable, but relevant data is required to address this. This study aimed to identify the incidence and factors associated with in-hospital complications of work-related MSK injuries.

METHODS

This study is based on work-related MSK hospital admission data from Victorian Admitted Episodes Database, 2016-2022. Complications were identified based on ICD-10-AM coding using CHADx (Classification of Hospital Acquired Diagnoses). Negative binomial and logistic regression analyses were performed to identify factors related to in-hospital complications.

RESULTS

In-hospital complications occurred in 6.3 % of work-related MSK injury admissions. In the adjusted models, ages ≥45 years, female sex, and area-level disadvantage were associated with in-hospital complications. Stay at public (vs private) hospitals, comorbidity, emergency admissions, and general anaesthesia were also associated. Complication rates were higher in hospitalised workers with direct head, neck, and trunk injuries and cumulative MSK disorders than those with direct extremities injuries and acute MSK conditions. The most common complications were cardiovascular, gastrointestinal complications and adverse drug events.

CONCLUSION

This study identified patient, injury and hospital-related characteristics associated with in-hospital complications of work-related MSK injuries for informing prevention strategies and risk estimation by hospital staff and workers' compensation schemes. The results demonstrate a sizable rate of complications given the relatively young and healthy study population.

Posttraumatic pneumonia exacerbates bone marrow erythropoietic dysfunction

INTRODUCTION

Pneumonia is a common complication after severe trauma that is associated with worse outcomes with increased mortality. Critically ill trauma patients also have persistent inflammation and bone marrow dysfunction that manifests as persistent anemia. Terminal erythropoiesis, which occurs in bone marrow structures called erythroblastic islands (EBIs), has been shown to be impacted by trauma. Using a preclinical model of polytrauma (PT) and pneumonia, we sought to determine the effect of infection on bone marrow dysfunction and terminal erythropoiesis.

METHODS

Male and female Sprague-Dawley rats aged 9 to 11 weeks were subjected to either PT (lung contusion, hemorrhagic shock, cecectomy, and bifemoral pseudofracture) or PT with postinjury day 1 Pseudomonas pneumonia (PT-PNA) and compared with a naive cohort. Erythroblastic islands were isolated from bone marrow samples and imaged via confocal microscopy. Hemoglobin, early bone marrow erythroid progenitors, erythroid cells/EBI, and % reticulocytes/EBI were measured on day 7. Significance was defined as p < 0.05.

RESULTS

Day 7 hemoglobin was significantly lower in both PT and PT-PNA groups compared with naive (10.8 ± 0.6 and 10.9 ± 0.7 vs. 12.1 ± 0.7 g/dL [ p < 0.05]). Growth of bone marrow early erythroid progenitors (colony-forming units-granulocyte, erythrocyte, monocyte, megakaryocyte; erythroid burst-forming unit; and erythroid colony-forming unit) on day 7 was significantly reduced in PT-PNA compared with both PT and naive. Despite a peripheral reticulocytosis following PT and PT-PNA, the percentage of reticulocytes/EBI was not different between naive, PT, and PT-PNA. However, the number of erythroblasts/EBI was significantly lower in PT-PNA compared with naive (2.9 ± 1.5 [ p < 0.05] vs. 8.9 ± 1.1 cells/EBI macrophage). In addition to changes in EBI composition, EBIs were also found to have significant structural changes following PT and PT-PNA.

CONCLUSION

Multicompartmental PT altered late-stage erythropoiesis, and these changes were augmented with the addition of pneumonia. To improve outcomes following trauma and pneumonia, we need to better understand how alterations in EBI structure and function impact persistent bone marrow dysfunction and anemia.

Impact of novel psychosocial programming on readmission and recidivism rates among patients with violence-related trauma

INTRODUCTION

The Victims of Crime Advocacy and Recovery Program (VOCARP) provides advocacy, mental health resources, and educational materials. This study will report complications, readmissions, and recidivism among crime victims, and who used or did not use victim services.

MATERIALS AND METHODS

Patients engaged with programming from 3/1/17 until 12/31/18 were included. Control groups were patients injured by violent trauma without VOCARP use (N = 212) and patients injured by unintentional injuries (N = 201). Readmissions, complications, reoperations, and trauma recidivism were reported.

RESULTS

1019 patients (83%) used VOCARP. VOCARP users were less often male (56% vs. 71%), less commonly married (12% vs. 41%), and had fewer gunshot wounds (GSWs, 26% vs. 37%) and sexual assaults (4.1% vs. 8%), all p < 0.05. Of all 1,423 patients, 6.6% had a readmission and 7.4% developed a complication. VOCARP patients had fewer complications (4.5% vs. 13.7%), infections (2% vs. 9%), wound healing problems (1% vs. 3.3%), and deep vein thromboses (0.3% vs. 1.9%), all p < 0.05, but no differences in unplanned operations (4.5%). GSW victims had the most complications, readmissions, and unplanned surgeries. Prior trauma recidivism was frequent among all groups, with crime victim patients having 40% prior violence-related injury (vs 9.0% control, p < 0.0001). Trauma recidivism following VOCARP use occurred in 8.5% (vs 5.7% for non-users, p = 0.16).

CONCLUSION

Crime victims differ from other trauma patients, more often with younger age, single marital status, and unemployment at baseline. Complications were lower for VOCARP patients. GSW patients had the most complications, readmissions, and unplanned secondary procedures, representing a population for future attention.

Frequency of posttrauma complications during hospital admission and their association with Injury Severity Score

OBJECTIVE

Multiple trauma is associated with a remarkable risk of in-hospital complications, which harm healthcare services and patients. This study aimed to assess the incidence of posttrauma complications, their relationship with poor outcomes, and the effect of the Injury Severity Score (ISS) on their occurrence.

METHODS

This retrospective cohort study was conducted at a pair of trauma centers, between January 2020 and December 2022. All hospitalized adult patients with multiple trauma were included in this study. Multivariable logistic regression was used to identify factors related to posttrauma complications.

RESULTS

Among 727 multiple trauma patients, 90 (12.4%) developed in-hospital complications. The most frequent complications were pneumonia (4.8%), atelectasis (3.7%), and superficial surgical site infection (2.5%). According to multivariable logistic regression, ISS, the length of stay in the intensive care unit (ICU), the length of stay in the hospital, and mortality were significantly associated with complications. The complication rate increased by 17% with every single-unit increase in ISS (adjusted odds ratio [OR], 1.17; 95% confidence interval [CI], 1.00-1.38). Per every 1-day increase in the ICU or hospital stay, the complication rate increased by 65% (adjusted OR, 1.65; 95% CI, 1.00-2.73) and 20% (adjusted OR, 1.20; 95% CI, 1.03-1.41), respectively. Posttrauma complications were also significantly more common in patients with mortality (adjusted OR, 163.30; 95% CI, 3.04-8,779.32). In multiple trauma patients with a higher ISS, the frequency, severity, and number of complications were significantly increased.

CONCLUSION

In-hospital complications in multiple trauma patients are frequent and associated with poor outcomes and mortality. ISS is an important factor associated with posttrauma complications.

Surveillance of health-care associated infections in an intensive care unit at a tertiary care hospital in Central India

Introduction

Because the risk of health-care associated infections (HAIs) is high in intensive care units, and HAIs are one of the causes of morbidity and mortality and affects the overall quality of health care, the continuous monitoring of HAIs in intensive care patients is essential.

Aim and objectives

This descriptive cross-sectional study was carried out over a period of five years in a tertiary-care teaching hospital. The aim of the study was to investigate the main and specific types of health-care associated Infections and determine the microbiological profile and antimicrobial susceptibility rates of isolates in patients with HAI.

Methods

: The active surveillance method was used to detect HAIs in patients who spent over 48 hr in a targeted ICU. Patients with blood stream infections (BSI), central line-associated bloodstream infection (CLABSI), catheter-associated urinary tract infections (CAUTI) and ventilator-associated events (VAE) were included in the study. HAI were diagnosed based on the Centre for Disease Control (CDC)'s National Healthcare Safety Network (NHSN) updated definitions of HAIs.

Results

A total of 121,051 patient days, including 7,989 central line days, 64,557 urinary catheter days, and 18,443 ventilator days, were recorded in the study population and 832 HAIs were diagnosed (incidence rate 6.9%). The overall rates of BSI, CLABSI, CAUTI and possible ventilator-associated pneumonia (p-VAP) were 3.7, 10.6, 2.1 and 13.4/1,000 device days, respectively. The most common organism isolated from BSI was Acinetobacter baumanii (n=322, 29%), followed by Klebsiella pneumoniae 225 (n=225, 20.3%). 79.8% of Acinetobacter baumanii strains were resistant to imipenem, 77.1% to ciprofloxacin and 76.4% to ampicillin. The most common organisms isolated from CAUTI were non-albicans Candida species (n=38, 18%), followed by E. coli and Citrobacter spp. (each n=33, each 15.7%).

Conclusions

A trend of increasing resistance of Acinetobacter baumannii to carbapenems was observed. Risk factor analysis showed invasive procedures during sepsis and organophosphorous poisoning as significant factors.

Patient and process factors associated with opportunities for improvement in trauma care: a registry-based study

BACKGROUND

Trauma is one of the leading causes of morbidity and mortality worldwide. Morbidity and mortality review of selected patient cases is used to improve the quality of trauma care by identifying opportunities for improvement (OFI). The aim of this study was to assess how patient and process factors are associated with OFI in trauma care.

METHODS

We conducted a registry-based study using all patients between 2017 and 2021 from the Karolinska University Hospital who had been reviewed regarding the presence of OFI as defined by a morbidity and mortality conference. We used bi- and multivariable logistic regression to assess the associations between the following patient and process factors and OFI: age, sex, respiratory rate, systolic blood pressure, Glasgow Coma Scale (GCS), Injury Severity Score (ISS), survival at 30 days, highest hospital care level, arrival on working hours, arrival on weekends, intubation status and time to first computed tomography (CT).

RESULTS

OFI was identified in 300 (5.8%) out of 5182 patients. Age, missing Glasgow Coma Scale, time to first CT, highest hospital care level and ISS were statistically significantly associated with OFI.

CONCLUSION

Several patient and process factors were found to be associated with OFI, indicating that patients with moderate to severe trauma and those with delays to first CT are at the highest odds of OFI.

In-service education in trauma care for intensive care unit nurses: An exploratory multiple case study

AIM

This study explores the perceptions of intensive care units (ICUs) nurses with different educational backgrounds regarding their abilities in trauma care and the in-service education they receive to support it.

BACKGROUND

The advanced care of patients with traumatic injuries in ICU environments requires skilled and knowledgeable nurses, who need continuing and in-service education to provide the best care. Therefore, it is essential to understand the competencies and educational support these nurses may need in the ICUs to ensure safe and effective care delivery.

DESIGN

An exploratory multiple case study design was used, comprising three hospitals located in two different regions of Saudi Arabia.

METHODS

The study was conducted between October 2021 and March 2022. A total of forty ICU clinical staff, twelve managers, nine leaders and seven clinical educators participated in semi-structured interviews, which were complemented by a review of available documents on the trauma care in-service education syllabi, competencies and protocols. Interview data were analysed according to the Framework analysis approach, while documents were reviewed using qualitative content analysis.

FINDINGS

The data analysis revealed two interrelated categories relevant to trauma care: (i) care practice and (ii) education practice. The trauma care practice category highlighted the limited competencies and education in trauma care, as well as the perceived challenges and educational needs of nurses. The education practice category described the staff learning behaviours, supervision practices and in-service education systems in the participants' settings.

CONCLUSIONS

The study concludes that there is a lack of trauma care education at the examined sites. It suggests the need for further research to develop a theoretical foundation for trauma care education that can meet ICU nurses' educational needs while this being feasible to implement in the specific ICU context and practice.

Traumatic injuries to the renal blood vessels and in-hospital renal complications in patients with penetrating or blunt trauma

Background

Traumatic injuries to renal blood vessels (IRBV) can have significant consequences for patients, impacting their mortality, morbidity, and quality of life.

Objective

This study aimed to compare trauma types and injury characteristics, vital signs, and outcomes in patients with and without IRBV (nIRBV) and examine whether IRBV and pre-existing renal dysfunction affected the likelihood of in-hospital renal complications (iHRC).

Materials and Methods

After identifying penetrating and blunt trauma victims with IRBV in the National Trauma Data Bank, patient demographics, injury-related variables, treatment outcomes, and deaths under care were analyzed and compared.

Results

Of the 994,184 trauma victims, 610 (0.6%) experienced IRBV. Victims in the IRBV group (IRBVG) had a significantly higher frequency of penetrating injuries (19.5% vs. 9.2%, P < 0.001) and higher injury severity score (ISS ≥25, 61.5% vs. 6.7%). Most injuries in both groups were unintentional, although a higher frequency of assault was noted in the IRBVG. The incidence of iHRC was higher in the IRBVG (6.6%) than in the nIRBVG (0.4%; P < 0.001). The IRBV {OR = 3.5 [95% CI = (2.4-5.0)]}, preexisting renal disorders {OR = 2.5 [95% CI = (2.1-2.9)]}, and in-hospital cardiac arrest {OR = 8.6 [95% CI = (7.7-9.5)]} were found to be among the factors associated with a higher risk of iHRC.

Conclusions

IRBV and pre-existing renal disorders considerably increased the risk of developing iHRC. Due to the long- and short-term consequences of associated cardiovascular, renal, and hemodynamic complications, victims of IRBV require specialized renal management and close monitoring.

Delirium in trauma ICUs: a review of incidence, risk factors, outcomes, and management

PURPOSE OF REVIEW

This article reviews the impact and importance of delirium on patients admitted to the ICU after trauma, including the latest work on prevention and treatment of this condition. As the population ages, the incidence of geriatric trauma will continue to increase with a concomitant rise in the patient and healthcare costs of delirium in this population.

RECENT FINDINGS

Recent studies have further defined the risk factors for delirium in the trauma ICU patient population, as well as better demonstrated the poor outcomes associated with the diagnosis of delirium in these patients. Recent trials and meta-analysis offer some new evidence for the use of dexmedetomidine and quetiapine as preferred agents for prevention and treatment of delirium and add music interventions as a promising part of nonpharmacologic bundles.

SUMMARY

Trauma patients requiring admission to the ICU are at significant risk of developing delirium, an acute neuropsychiatric disorder associated with increased healthcare costs and worse outcomes including increased mortality. Ideal methods for prevention and treatment of delirium are not well established, especially in this population, but recent research helps to clarify optimal prevention and treatment strategies.

Incidence and predictors of mortality among adult trauma patients admitted to the intensive care units of comprehensive specialized hospitals in Northwest Ethiopia

BACKGROUND

Trauma is the leading cause of morbidity and mortality among adult population in the world. Despite many improvements in technology and care, mortality among trauma patients in the intensive care unit is still high particularly in Ethiopia. However, there is limited evidence on the incidence and predictors of mortality among trauma patients in Ethiopia. Therefore, this study aimed to assess the incidence and predictors of mortality among adult trauma patients admitted to intensive care units.

METHODS

Institutional-based retrospective follow-up study was conducted from January 9, 2019 to January 8, 2022. A total of 421 samples were chosen using simple random sampling. Data were collected with Kobo toolbox software and exported to STATA version 14.1 software for data analysis. Kaplan-Meier failure curve and log-rank test were fitted to explore the survival difference among groups. After the bivariable and multivariable Cox regression analysis, an Adjusted Hazard Ratio (AHR) with 95% Confidence Intervals (CI) was reported to declare the strength of association and statistical significance, respectively.

RESULT

The overall incidence rate of mortality was 5.47 per 100 person-day observation with a median survival time of 14 days. Did not get pre-hospital care (AHR = 2.00, 95%CI 1.13, 3.53), Glasgow Coma Scale (GCS) score < 9 (AHR = 3.89, 95%CI 1.67, 9.06), presence of complications (AHR = 3.71, 95%CI 1.29, 10.64), hypothermia at admission (AHR = 2.11, 95%CI 1.13, 3.93) and hypotension at admission (AHR = 1.93, 95%CI 1.01, 3.66) were found significant predictors of mortality among trauma patients.

CONCLUSION

The incidence rate of mortality among trauma patients in the ICU was high. Did not get pre-hospital care, GCS < 9, presence of complications, hypothermia, and hypotension at admission were significant predictors of mortality. Therefore, healthcare providers should give special attention to trauma patients with low GCS scores, complications, hypotension, and hypothermia and better to strengthen pre-hospital services to reduce the incidence of mortality.

Age-dependent thrombin generation predicts 30-day mortality and symptomatic thromboembolism after multiple trauma

Trauma-induced coagulopathy (TIC) is a risk factor for death and is associated with deviations in thrombin generation. TIC prevalence and thrombin levels increase with age. We assayed in vivo and ex vivo thrombin generation in injured patients (n = 418) to specifically investigate how age impacts thrombin generation in trauma and to address the prognostic ability of thrombin generation. Biomarkers of thrombin generation were elevated in young (< 40 years) and older (≥ 40 years) trauma patients. In vivo thrombin generation was associated with Injury Severity Score (ISS) and this association was stronger in young than older patients. In vivo thrombin generation decreased faster after trauma in the young than the older patients. Across age groups, in vivo thrombin generation separated patients dying/surviving within 30 days at a level comparable to the ISS score (AUC 0.80 vs. 0.82, p > 0.76). In vivo and ex vivo thrombin generation also predicted development of thromboembolic events within the first 30 days after the trauma (AUC 0.70-0.84). In conclusion, younger trauma patients mount a stronger and more dynamic in vivo thrombin response than older patients. Across age groups, in vivo thrombin generation has a strong ability to predict death and/or thromboembolic events 30 days after injury.

Developing a National Trauma Research Action Plan: Results from the postadmission critical care research gap Delphi survey

INTRODUCTION

The 2016 National Academies of Science, Engineering and Medicine report included a proposal to establish a National Trauma Research Action Plan. In response, the Department of Defense funded the Coalition for National Trauma Research to generate a comprehensive research agenda spanning the continuum of trauma and burn care from prehospital care to rehabilitation as part of an overall strategy to achieve zero preventable deaths and disability after injury. The Postadmission Critical Care Research panel was 1 of 11 panels constituted to develop this research agenda.

METHODS

We recruited interdisciplinary experts in surgical critical care and recruited them to identify current gaps in clinical critical care research, generate research questions, and establish the priority of these questions using a consensus-driven Delphi survey approach. The first of four survey rounds asked participants to generate key research questions. On subsequent rounds, we asked survey participants to rank the priority of each research question on a 9-point Likert scale, categorized to represent low-, medium-, and high-priority items. Consensus was defined as ≥60% of panelists agreeing on the priority category.

RESULTS

Twenty-five subject matter experts generated 595 questions. By Round 3, 249 questions reached ≥60% consensus. Of these, 22 questions were high, 185 were medium, and 42 were low priority. The clinical states of hypovolemic shock and delirium were most represented in the high-priority questions. Traumatic brain injury was the only specific injury pattern with a high-priority question.

CONCLUSION

The National Trauma Research Action Plan critical care research panel identified 22 high-priority research questions, which, if answered, would reduce preventable death and disability after injury.

LEVEL OF EVIDENCE

Diagnostic Tests or Criteria; Level IV.

Do direct admissions to trauma centers have a survival benefit compared to inter-hospital transfers in severe trauma?

PURPOSE

To compare mortality among severe and critically injured patients who were directly admitted (DA) to level I trauma center (TCI) or level II trauma center (TCII) with those who were transferred to a TCI after being initially admitted to a TCII.

METHODS

A cohort study of severe and critically injured patients (Injury Severity Score 16-75) hospitalized between 2010 and 2019 using data from the National Program for Trauma Registration. Multivariate logistic regression models estimated mortality risk, including stratified analyses.

RESULTS

Of the 27,131 hospitalizations, 9.5% were transfers, 60.1% were DA to TCI and 30.4% were DA to TCII. Children ages ≤ 17 years, Non-Jews (minority), critical injuries (ISS 25-75), head injuries (AIS ≥ 3) and fall injuries were significantly more frequent among transfers, compared with the DA groups. Evacuation by emergency medical services was less frequent among transfers. After accounting for possible confounders, transfers had a greater risk of in-hospital mortality [DA to TCI vs transfer, OR (95% CI) 0.61 (0.52-0.72); DA to TCII vs transfer, OR (95% CI) 0.78 (0.65-0.94)]. In stratified analyses, these mortality differences persisted among the sub-group of patients who sustained critical injuries, among the patients with non-penetrating injuries, among the elderly ages ≥ 65 year and during the first 2 weeks of hospitalization.

CONCLUSION

This study has intervention implications that should be directed primarily at prehospital triage and the inter-hospital transfer processes. In addition, there may be a need to optimize the capabilities of regional trauma systems along with continuous performance evaluations and actions as required.

Validation of the adapted clavien dindo in trauma (ACDiT) scale to grade management related complications at a level I trauma center

Objectives

Complications during trauma management are the main factor responsible for the overall increase in treatment cost. There are very few grading systems to measure the burden of complications in trauma patients. A prospective study was conducted using the Adapted Clavien Dindo in Trauma (ACDiT) scale, with the primary aim of validating it at our center. As a secondary aim, it was also wanted to measure the mortality burden among our admitted patients.

Material and Methods

The study was conducted at a dedicated trauma center. All patients with acute injuries, who were admitted, were included. An initial treatment plan was made within 24 hours of admission. Any deviation from this was recorded and graded according to the ACDiT. The grading was correlated with hospital-free days and ICU-free days within 30 days.

Results

A total of 505 patients were included in this study, with a mean age of 31 years. The most common mechanism of injury was road traffic injury, with a median ISS and NISS of 13 and 14, respectively. Two hundred and forty-eight out of 505 patients had some grade of complication as determined by the ACDiT scale. Hospital-free days (13.5 vs. 25; p <0.001) were significantly lower in patients with complications than those without complications, and so were ICU-free days (29 vs. 30; p <0.001). Significant differences were also observed when comparing mean hospital free and ICU free days across various ACDiT grades. Overall mortality of the population was 8.3 %, the majority of whom were hypotensive on arrival and required ICU care.

Conclusion

We successfully validated the ACDiT scale at our center. We recommend using this scale to objectively measure in-hospital complications and improve trauma management quality. ACDiT scale should be one of the data points in any trauma database/registry.

Which hospital-acquired conditions matter the most in trauma? An evidence-based approach for prioritizing trauma program improvement

BACKGROUND

Prevention of hospital-acquired conditions (HACs) is a focus of trauma center quality improvement. The relative contributions of various HACs to postinjury hospital outcomes are unclear. We sought to quantify and compare the impacts of six HACs on early clinical outcomes and resource utilization in hospitalized trauma patients.

METHODS

Adult patients from the 2013 to 2016 American College of Surgeons Trauma Quality Improvement Program Participant Use Data Files who required 5 days or longer of hospitalization and had an Injury Severity Score of 9 or greater were included. Multiple imputation with chained equations was used for observations with missing data. The frequencies of six HACs and five adverse outcomes were determined. Multivariable Poisson regression with log link and robust error variance was used to produce relative risk estimates, adjusting for patient-, hospital-, and injury-related factors. Risk-adjusted population attributable fractions estimates were derived for each HAC-outcome pair, with the adjusted population attributable fraction estimate for a given HAC-outcome pair representing the estimated percentage decrease in adverse outcome that would be expected if exposure to the HAC had been prevented.

RESULTS

A total of 529,856 patients requiring 5 days or longer of hospitalization were included. The incidences of HACs were as follows: pneumonia, 5.2%; urinary tract infection, 3.4%; venous thromboembolism, 3.3%; surgical site infection, 1.3%; pressure ulcer, 1.3%; and central line-associated blood stream infection, 0.2%. Pneumonia demonstrated the strongest association with in-hospital outcomes and resource utilization. Prevention of pneumonia in our cohort would have resulted in estimated reductions of the following: 22.1% for end organ dysfunction, 7.8% for mortality, 8.7% for prolonged hospitalization, 7.1% for prolonged intensive care unit stay, and 6.8% for need for mechanical ventilation. The impact of other HACs was comparatively small.

CONCLUSION

We describe a method for comparing the contributions of HACs to outcomes of hospitalized trauma patients. Our findings suggest that trauma program improvement efforts should prioritize pneumonia prevention.

LEVEL OF EVIDENCE

Therapeutic/Care Management; Level IV.

The State of Global Trauma and Acute Care Surgery/Surgical Critical Care

Trauma is a leading cause of morbidity and mortality globally, with a significant burden attributable to the low- and middle-income countries (LMICs), where more than 90% of injury-related deaths occur. Road injuries contribute largely to the economic burden from trauma and are prevalent among adolescents and young adults. Trauma systems vary widely across the world in their capacity of providing basic and critical care to injured patients, with delays in treatment being present at multiple levels at LMICs. Strengthening existing systems by providing cost-effective and efficient solutions can help mitigate the injury burden in LMICs.

Outcome of Cervical Spine Trauma Patients Admitted to the Intensive Care Unit at a Tertiary Government Referral Trauma Center in Nepal

STUDY DESIGN

Retrospective study.

OBJECTIVES

Cervical spinal cord injury (SCI) is a devastating event for patient and family. It has a huge impact on society because of intensive resources required to manage the patient in both acute and rehabilitation phases. With the limited resource setting in underdeveloped countries like Nepal, questions are often raised regarding whether the outcome justifies the expenses of their care. The objective was to assess the outcomes of cervical SCI patients admitted to intensive care unit (ICU).

METHODS

All cervical SCI admitted in ICU during May 2017 to August 2018 were included in this study. Demographic details, mode, morphology, and neurological level of injury, intervention performed and outcomes of ICU stay were analyzed.

RESULTS

Out of 48 patients, 36 (75%) were male and 12 female with mean age 43.9 ± 15.9 years. Fall injury was the commonest mode of injury (83.3%). Most patients presented within 1 to 3 days of injury and C5-C6 (33.3%) was the most common involved level and 75% presented with ASIA A neurology. Mechanical ventilation was required in 95.8% of the patients and 22 patients were operated upon. The average stay in ICU was 15 days and 13 patients died in the ICU.

CONCLUSIONS

Majority of cervical SCI with complete motor paraplegia required ICU care. Inspite of the intensive care, a subset of these patients succumbed to the complications of the injury. Therefore, it is essential to establish trauma ICU care with specific protocols on managing cervical spine injuries.

The Role of Vitamin E in Thermal Burn Injuries, Infection, and Sepsis: A Review

Thermal burn injuries are still a serious public health concern in the United States, due to the initial insult and resulting comorbidities. Burned patients are increasingly susceptible to colonization by endogenous and exogenous microorganisms after having lost skin, which acts as the primary protective barrier to environmental contaminants. Furthermore, the onset of additional pathophysiologies, specifically sepsis, becomes more likely in burned patients compared to other injuries. Despite improvements in the early care of burn patients, infections, and sepsis, these pathophysiologies remain major causes of morbidity and mortality and warrant further investigation of potential therapies. Vitamin E may be one such therapy. We aimed to identify publications of studies that evaluated the effectiveness of vitamin E as it pertains to thermal burn injuries, infection, and sepsis. Several investigations ranging from in vitro bench work to clinical studies have examined the impact on, or influence of, vitamin E in vitro, in vivo, and in the clinical setting. To the benefit of subjects it has been shown that enteral or parenteral vitamin E supplementation can prevent, mitigate, and even reverse the effects of thermal burn injuries, infection, and sepsis. Therefore, a large-scale prospective observational study to assess the potential benefits of vitamin E supplementation in patients is warranted and could result in clinical care practice paradigm changes.

Epidemiology and Associated Factors in Transfusion Management in Intensive Care Unit

Severe traumatic injury is one of the main global health issues which annually causes more than 5.8 million worldwide deaths. Uncontrolled haemorrhage is the main avoidable cause of death among severely injured individuals. Management of trauma patients is the greatest challenge in trauma emergency care, and its proper diagnosis and early management of bleeding trauma patients, including blood transfusion, are critical for patient outcomes. Aim: We aimed to describe the epidemiology of transfusion practices in severe trauma patients admitted into Spanish Intensive Care Units. Material and Methods: We performed a multicenter cross-sectional study in 111 Intensive Care Units across Spain. Adult patients with moderate or severe trauma were eligible. Distribution of frequencies was used for qualitative variables and the mean, with its 95% CI, for quantitative variables. Transfusion programmes, the number of transfusions performed, and the blood component transfused were recorded. Demographic variables, mortality rate, hospital stay, SOFA-score and haemoglobin levels were also gathered. Results: We obtained results from 109 patients. The most transfused blood component was packet red blood cells with 93.8% of total transfusions versus 43.8% of platelets and 37.5% of fresh plasma. The main criteria for transfusion were analytical criteria (43.75%), and acute anaemia with shock (18.75%) and without haemodynamic impact (18.75%). Conclusion: Clinical practice shows a ratio of red blood cells, platelets, and Fresh Frozen Plasma (FFP) of 2:1:1. It is necessary to implement Massive Transfusion Protocols as they appear to improve outcomes. Our study suggests that transfusion of RBC, platelets and FFP in a 2:1:1 ratio could be beneficial for trauma patients.

Withholding and withdrawal of life-sustaining therapy in 8569 trauma patients: A multicentre, analytical registry study

BACKGROUND

This study aimed to determine the prevalence of withholding or withdrawal of life-sustaining therapy (WLST) decisions in trauma ICU patients, using a large registry. We hypothesised that this prevalence is similar to that of the general population admitted to an ICU. As secondary aims, it sought to describe the trauma patients for whom the decision was made for WLST and the factors associated with this decision.

DESIGN

This observational study assessed data from 14 French centres listed in the TraumaBaseTM registry. All trauma patients hospitalised for more than 48 h were pro-spectively included.

RESULTS

Data from 8569 trauma patients, obtained from January 2016 to December 2018, were included in this study. A WLST decision was made in 6% of all cases. In the WLST group, 67% of the patients were older men (age: 62 versus 36, P  < 0.001); more often they had a prior medical history and higher median severity scores than the patients in the no WLST decision group; SAPS II 58 (46 to 69) versus 21 (13 to 35) and ISS 26 (22 to 24) versus 12 (5 to 22), P  < 0.001. Neurological status was strongly associated with WLST decisions. The geographic area of the ICUs affected the rate of the WLST decisions. The ICU mortality was 11% (n = 907) of which 47% (n = 422) were preceded by WLST decisions. Fourteen percent of WLST orders were not associated to the death.

CONCLUSION

Among 8569 patients, medical history, trauma severity criteria, notably neurological status and geographical areas were associated with WLST. These regional differences deserve to be investigated in future studies.

A Comparative Analysis of Hospital Triage Systems in the Geriatric Adult Trauma Patients: A Quality Improvement Pilot Study

BACKGROUND

The objective of our study is to compare the predicted hospital admission disposition based on the level of risk as determined by the modified Trauma-Specific Frailty Index (mTSFI) score with those determined by arbitrary decisions made based on the Emergency Severity Index (ESI) severity level.

METHODS

We surveyed 100 trauma patients ages 50 and older, admitted to a level 1 trauma center between April 2019 and July 2019. We retrospectively reviewed the hospital admission disposition of each patient under the ESI, which was then compared to the mTSFI-predicted hospital admission disposition. The mTSFI scores were calculated by surveying each patient. Statistical analysis was performed to identify any statistical significance of concordance and discordance when comparing the mTSFI and ESI.

RESULTS

The average age was 57.6 ± 4.2 years old in the non-geriatric group vs 76.3 ± 7.3 years old in the geriatric group. There was a male predominance in both groups (61% vs 69.5%). The mTSFI identified a higher percentage of triage discordance in the non-geriatric group (73%) compared to the geriatric cohort (53%) (95% difference CI, [39.6-40], P = .05).

DISCUSSION

Non-geriatric patients have higher recorded rate of frailty than previously recognized and screening should begin at age 50, not 65. The mTSFI may be an effective tool to appropriately triage adult trauma patients at increased risk due to frailty and may reduce in-hospital complications.

Association Between Body Mass Index and Morbidity and Mortality During Hospitalization After Trauma

BACKGROUND

Literature suggests that unhealthy body mass index is a risk factor for adverse clinical outcomes.

OBJECTIVES

To study the association between unhealthy body mass index and morbidity and mortality after trauma using the 2016 American College of Surgeons Trauma Quality Improvement Program database.

METHODS

A retrospective review was conducted comparing the normal weight control group to the underweight, overweight, obese, severely obese, and morbidly obese groups for differences in demographic factors, injury severity score, comorbidities, length of stay, and complications.

RESULTS

Underweight, overweight, obese, severely obese, and morbidly obese body mass indexes, in comparison to normal weight body mass index, were associated with a higher probability of developing at least one complication after trauma. Additionally, we observed a J-shaped curve when analyzing body mass index and mortality, suggesting that both high and low body mass indexes are positively associated with mortality. In fact, morbidly obese patients had the highest mortality rate, followed by underweight patients (p < .001). Interestingly, however, multivariate logistic regression demonstrated that, compared with normal weight body mass index, overweight and obese body mass indexes were independently associated with 9.6% and 10.5% lower odds of mortality, respectively (p < .001 and p = .001).

CONCLUSION

Irrespective of preexisting comorbidities, injury severity score, and mechanism of injury, underweight, overweight, obese, severely obese, and morbidly obese body mass indexes were independently associated with higher risks of morbidity, whereas overweight and obese body mass indexes were associated with lower mortality risks. These findings emphasize the complex relationship between body mass index and clinical outcomes for trauma patients.

ICU Length of Stay and Factors Associated with Longer Stay of Major Trauma Patients with Multiple Rib Fractures: A Retrospective Observational Study

Background. Chest injury with multiple rib fractures is the most common injury among major trauma patients in New South Wales (23%) and is associated with a high rate of mortality and morbidity. The aim of this study was to determine the intensive care unit (ICU) length of stay (LOS) among major trauma patients with multiple rib fractures and to identify factors associated with a prolonged ICU LOS. Materials and Methods. Single-centre, retrospective observational cohort study of adult patients with 3 or more traumatic rib fractures, who were admitted to ICU between June 2014 and June 2019. A comparison was made between patients who stayed in ICU for less than 7 days and those that stay for 7 or more days. Results. Among 215 patients who were enrolled, 150 (69.7%) were male, the median Injury Severity Score (ISS) was 24 (interquartile range (IQR): 17–32). The median ICU LOS was 4 (IQR: 2–7) days and the average ICU LOS was 6.5 (SD 8.5; 95% CI 5.3–7.6) days. The median number of rib fractures was 6 (IQR: 5–9) and 76 (35.3%) patients had a flail chest. Patients who stayed longer than 7 days in ICU had higher ISS, higher APACHE-II score, greater number of rib fractures, higher rate of lung contusions, and required more respiratory support of any type. Conclusions. ISS, number of rib fractures, lung contusion, and flail chest were associated with prolonged ICU LOS in patients with traumatic multiple rib fractures.

Title: Marijuana Use Associated with Decreased Mortality in Trauma Patients

BACKGROUND

The incidence of trauma patients with a positive marijuana screen (pMS) is increasing but the effects of marijuana on outcomes have varied in previous studies. A recent statewide analysis demonstrated decreased mortality for intensive care unit (ICU) trauma patients with pMS. Thus, we hypothesized a pMS to be associated with a decreased risk of mortality for all trauma patients.

METHODS

The 2017 Trauma Quality Improvement Program (TQIP) database was queried for adult (≥18 years-old) pMS patients, who were compared to patients negative for all drugs and alcohol (nDS). Patients not drug tested or testing positive for drug(s)/alcohol other than marijuana were excluded. Multivariable logistic regression was used to evaluate risk of mortality after controlling for known predictors of mortality including age, sex, injury severity, vital signs, and comorbidities. Additional subgroup analyses were performed for ICU patients and younger adults (<40 years-old).

RESULTS

From 141 737 tested patients, 23 310 (16.4%) had an isolated pMS. Patients with pMS were younger (P < .001) but had a similar median injury severity score (ISS) (9, P = .42) compared to nDS patients. On multivariable analysis the associated risk of mortality was lower for pMS (OR .79, .71-.87, P < .001) compared to nDS patients. Subgroups analyses also demonstrated decreased associated risk of mortality for ICU and younger patients (both P < .05).

DISCUSSION

Patients with a pMS had decreased associated risk of mortality compared to nDS patients, including subgroups of ICU and younger patients. These findings require corroboration with future prospective clinical study and basic science evaluation to ascertain the exact pathophysiologic basis and thereby target potential interventions.

PREVALÊNCIA E FATORES ASSOCIADOS À DOENÇA CRÍTICA CRÔNICA EM HOSPITALIZADOS POR TRAUMA EM TERAPIA INTENSIVA

RESUMO Objetivo identificar a prevalência de doença crítica crônica e fatores associados em pacientes hospitalizados por trauma em Unidade de Terapia Intensiva. Método estudo de caso-controle, com dados de prontuários de adultos hospitalizados por trauma em uma Unidade de Terapia Intensiva, entre 2013 e 2019. Os dados foram coletados do livro de admissão de pacientes, do prontuário eletrônico e das fichas do Serviço de Controle de Infecção Hospitalar. A variável dependente foi a ocorrência de doença crítica crônica e as variáveis independentes relacionavam-se às características sociodemográficas, comorbidades, trauma, atendimento pré-hospitalar, índices prognósticos, procedimentos e complicações. Realizou-se análise de regressão logística múltipla, que estimou o Ods Ratio (OR) e respectivos intervalos de confiança (IC). Resultados a doença crítica crônica ocorreu em 150 pacientes (24,2%), dos 619 estudados. Os fatores associados à DCC foram disfunção orgânica (OR=1,09) e complicações gastrointestinais (OR=2,71). Os pacientes com doença crítica crônica, além de demandarem por procedimentos cirúrgicos, desenvolveram disfunções orgânicas em diferentes sistemas, apresentando altas pontuações nos índices de prognósticos, ou seja, um pior prognóstico, além de desenvolverem complicações. Conclusão a identificação das complicações gastrointestinais e o aumento da disfunção orgânica como fatores associados ao paciente crítico crônico tornam-se úteis para compor perfil clínico de pacientes e para planejar a assistência intensiva ao traumatizado, contribuindo, assim, para a prevenção e o manejo desses pacientes pelo enfermeiro.

Respiratory events after intensive care unit discharge in trauma patients: Epidemiology, outcomes, and risk factors

BACKGROUND

Respiratory complications are associated with significant morbidity and mortality in trauma patients. The care transition from the intensive care unit (ICU) to the acute care ward is a vulnerable time for injured patients. There is a lack of knowledge about the epidemiology of respiratory events and their outcomes during this transition.

METHODS

Retrospective cohort study in a single Level I trauma center of injured patients 18 years and older initially admitted to the ICU from 2015 to 2019 who survived initial transfer to the acute care ward. The primary outcome was occurrence of a respiratory event, defined as escalation in oxygen therapy beyond nasal cannula or facemask for three or more consecutive hours. Secondary outcomes included unplanned intubation for a primary pulmonary cause, adjudicated via manual chart review, as well as in-hospital mortality and length of stay. Multivariable logistic regression was used to examine patient characteristics associated with posttransfer respiratory events.

RESULTS

There were 6,561 patients that met the inclusion criteria with a mean age of 52.3 years and median Injury Severity Score of 18 (interquartile range, 13-26). Two hundred and sixty-two patients (4.0%) experienced a respiratory event. Respiratory events occurred early after transfer (median, 2 days, interquartile range, 1-5 days), and were associated with high mortality (16% vs. 1.8%, p < 0.001), and ICU readmission rates (52.6% vs. 4.7%, p < 0.001). Increasing age, male sex, severe chest injury, and comorbidities, including preexisting alcohol use disorder, congestive heart failure, and chronic obstructive pulmonary disease, were associated with increased odds of a respiratory event. Fifty-eight patients experienced an unplanned intubation for a primary pulmonary cause, which was associated with an in-hospital mortality of 39.7%.

CONCLUSION

Respiratory events after transfer to the acute care ward occur close to the time of transfer and are associated with high mortality. Interventions targeted at this critical time are warranted to improve patient outcomes.

LEVEL OF EVIDENCE

Prognostic and Epidemiological study, level III.

PREVALENCE AND FACTORS ASSOCIATED WITH CHRONIC CRITICAL DISEASE IN HOSPITALIZED FOR TRAUMA IN INTENSIVE CARE

ABSTRACT Objective to identify the prevalence of chronic critical disease and associated factors in patients hospitalized for trauma in the Intensive Care Unit. Method case-control study, with data from medical records of adults hospitalized for trauma in an Intensive Care Unit, between 2013 and 2019. Data were collected from the patient admission book, the electroni cmedical records and the records of the Hospital Infection Control Service. The dependent variable was the occurrence of chronic critical disease, and the independent variables were related to sociodemographic characteristics, comorbidities, trauma, pre-hospital care, prognostic indices, procedures and complications. Multiple logistic regression analysis was performed, which estimated the Ods Ratio (OR) and respective confidence intervals (CI). Results chronic critical disease occurred in 150 patients (24.2%), of the 619 patients studied. The factors associated with CCD were organic dysfunction (OR=1.09) and gastrointestinal complications (OR=2.71). Patients with chronic critical disease, in addition to proseeding for surgical procedures, developed organic dysfunctions in different systems, presenting high scores in prognostic indexes, i.e., a worse prognosis, in addition to developing complications. Conclusion the identification of gastrointestinal complications and the increase in organic dysfunction as factors associated with chronic critical patients become useful to compose the clinical profile of patients and to plan intensive care for the traumatized patients, thus contributing to the prevention and management of these patients by nurses.

Predicting outcomes after trauma: Prognostic model development based on admission features through machine learning

In an overcrowded emergency department (ED), trauma surgeons and emergency physicians need an accurate prognostic predictor for critical decision-making involving patients with severe trauma. We aimed to develope a machine learning-based early prognostic model based on admission features and initial ED management.We only recruited patients with severe trauma (defined as an injury severity score >15) as the study cohort and excluded children (defined as patients <16 years old) from a 4-years database (Chi-Mei Medical Center, from January 2015, to December 2018) recording the clinical features of all admitted trauma patients. We considered only patient features that could be determined within the first 2 hours after arrival to the ED. These variables included Glasgow Coma Scale (GCS) score; heart rate; respiratory rate; mean arterial pressure (MAP); prehospital cardiac arrest; abbreviated injury scales (AIS) of head and neck, thorax, and abdomen; and ED interventions (tracheal intubation/tracheostomy, blood product transfusion, thoracostomy, and cardiopulmonary resuscitation). The endpoint for prognostic analyses was mortality within 7 days of admission.We divided the study cohort into the early death group (149 patients who died within 7 days of admission) and non-early death group (2083 patients who survived at >7 days of admission). The extreme Gradient Boosting (XGBoost) machine learning model provided mortality prediction with higher accuracy (94.0%), higher sensitivity (98.0%), moderate specificity (54.8%), higher positive predict value (PPV) (95.4%), and moderate negative predictive value (NPV) (74.2%).We developed a machine learning-based prognostic model that showed high accuracy, high sensitivity, and high PPV for predicting the mortality of patients with severe trauma.

Unplanned Readmissions to the Intensive Care Unit Among Geriatric Trauma Patients

BACKGROUND

Unplanned readmission/bounceback to the intensive care unit (ICUBB) is a prevalent issue in the medical community. The geriatric population is incompletely studied in regard to ICUBB. We sought to determine if ICUBB in older patients was associated with higher risk of mortality. We hypothesized that, of those who were older, those with ICUBB would have higher mortality compared to those with no ICUBB. Further, we hypothesized that of those with ICUBB, older age would lead to higher mortality.

METHODS

The Pennsylvania Trauma Outcome Study database was retrospectively queried from 2003 to 2018 for all trauma patients of age ≥40 years. Those with advance directives were excluded. Adjusted analysis in the form of logistic regressions controlling for demographic and injury covariates and clustering by facility were used to assess the adjusted impact of ICUBB and age on mortality.

RESULTS

363,778 patients were aged ≥40 years. When comparing mortalities between the age 40 and 49 years group and those in older groups, a dramatic increase in mortality was observed between those in each respective age category with ICUBB vs non-ICUBB. This trend was most prominent in those in the 90+ years age group (ICUBB: AOR: 34.78, P < .001; non-ICUBB: AOR: 9.08, P < .001). A second model only including patients who had ICUBB found that patients of age ≥65 years had significantly higher odds of mortality (AOR: 4.10, P < .001) when compared to their younger counterparts (age <65 years).

DISCUSSION

An ICUBB seems to exacerbate mortality rates as age increases. This profound increase in mortality calls for strategies to be developed, especially in the older population, to attempt to mitigate the factors leading to ICUBB.

Dynamic Cushioning: Obesity and Trauma Patients Undergoing Exploratory Laparotomy

BACKGROUND

Traumatic injuries account for 10% of all mortalities in the United States. Annually the global estimated population of overweight and obese individuals rises in number. It is well established in the literature that obesity is associated with worse outcomes in trauma patients. While body mass index, or BMI is not an independent predictor of increased morbidity or mortality after trauma laparotomy, we hypothesized that it may place patients at increased risk of postoperative complications and have lasting significant negative effects on quality of life in a manner disproportionate to normal-weight patients.

METHODS

The trauma registry of an academic level 1 trauma hospital was queried for laparotomies following either blunt or penetrating traumatic injury from 2015 to 2019. Individual patient charts were reviewed. Patients were divided into three groups, according to Body Mass Index (BMI) cut-offs as normal weight (BMI < 25 kg/m²), overweight; BMI 25-29.9 kg/m²), and obese (BMI ≥ 30 kg/m²). Demographics, intraoperative management and outcomes were compared between groups, after which complications were regressed based on BMI to evaluate the impact BMI had on each.

RESULTS

Records of 197 trauma patients who underwent exploratory laparotomies were analyzed. There was no significant difference in demographics or injury severity score (ISS) between groups. BMI had a direct positive association with intensive care unit length of stay (r = 0.239 [0.103, 0.367]), P < 0.001), hospital length of stay (r = 0.197 [0.059, 0.328], P = 0.005) and return to OR (OR = 1.057, [1.010, 1.109], P = 0.017). There was no significant relationship between BMI and in-hospital or 90-d mortality.

CONCLUSIONS

Our findings show that with increasing BMI, postoperative complications increase following laparotomy for trauma. As rates of obesity increase, trauma surgeons must be prepared to anticipate plans of care from patient presentation to well beyond discharge to cope with more complex postoperative and post-hospital clinical courses.

The impact of infection complications after trauma differs according to trauma severity

The impact of infection on the prognosis of trauma patients according to severity remains unclear. We assessed the impact of infection complications on in-hospital mortality among patients with trauma according to severity. This retrospective cohort study used a nationwide registry of trauma patients. Patients aged ≥ 18 years with blunt or penetrating trauma who were admitted to intensive care units or general wards between 2004 and 2017 were included. We compared the baseline characteristics and outcomes between patients with and without infection and conducted a multivariable logistic regression analysis to investigate the impact of infection on in-hospital mortality according to trauma severity, which was classified as mild [Injury Severity Score (ISS) < 15], moderate (ISS 15–29), or severe (ISS ≥ 30). Among the 150,948 patients in this study, 10,338 (6.8%) developed infections. Patients with infection had greater in-hospital mortality than patients without infection [1085 (10.5%) vs. 2898 (2.1%), p < 0.01]. After adjusting for clinical characteristics, in-hospital mortality differed between trauma patients with and without infection according to trauma severity [17.1% (95% CI 15.2–18.9%) vs. 2.9% (95% CI 2.7–3.1%), p < 0.01, in patients with mild trauma; 14.8% (95% CI 13.3–16.3%) vs. 8.4% (95% CI 7.9–8.8%), p < 0.01, in patients with moderate trauma; and 13.5% (95% CI 11.2–15.7%) vs. 13.7% (95% CI 12.4–14.9%), p = 0.86, in patients with severe trauma]. In conclusion, the effect of infection complications in patients with trauma on in-hospital mortality differs by trauma severity.

Injury and Mortality Profiles in Level II and III Trauma Centers

BACKGROUND

While the benefit of admission to trauma centers compared to non-trauma centers is well-documented and differences in outcomes between Level-I and Level-II trauma centers are well-studied, data on the differences in outcomes between Level-II trauma centers (L2TCs) and Level-III trauma centers (L3TCs) are scarce.

OBJECTIVES

We sought to compare mortality risk between patients admitted to L2TCs and L3TCs, hypothesizing no difference in mortality risk for patients treated at L3TCs compared to L2TCs.

METHODS

A retrospective analysis of the 2016 Trauma Quality Improvement Program (TQIP) database was performed. Patients aged 18+ years were divided into 2 groups, those treated at American College of Surgeons (ACS) verified L2TCs and L3TCs.

RESULTS

From 74,486 patients included in this study, 74,187 (99.6%) were treated at L2TCs and 299 (.4%) at L3TCs. Both groups had similar median injury severity scores (ISSs) (10 vs 10, P < .001); however, L2TCs had a higher mean ISS (14.6 vs 11.9). There was a higher mortality rate for L2TC patients (6.0% vs 1.7%, P = .002) but no difference in associated risk of mortality between the 2 groups (OR .46, CI .14-1.50, P = .199) after adjusting predictors of mortality. L2TC patients had a longer median length of stay (5.0 vs 3.5 days, P < .001). There was no difference in other outcomes including myocardial infarction (MI) and cerebrovascular accident (CVA) (P > .05).

DISCUSSION

Patients treated at L2TCs had a longer LOS compared to L3TCs. However, after controlling for covariates, there was no difference in associated mortality risk between L2TC and L3TC patients.

Assessment of post-trauma complications in eight million trauma cases over a decade in the USA

BACKGROUND

Trauma is associated with a significant risk of post-trauma complications (PTCs). These include thromboembolic events, strokes, infections, and failure of organ systems (eg, kidney failure). Although care of the trauma patient has evolved during the last decade, whether this has resulted in a reduction in specific PTCs is unknown. We hypothesize that the incidence of PTCs has been decreasing during a 10-year period from 2007 to 2017.

METHODS

This is a descriptive study of trauma patients originating from level 1, 2, 3, and 4 trauma centers in the USA, obtained via the Trauma Quality Improvement Program (TQIP) database from 2007 to 2017. PTCs documented throughout the time frame were extracted along with demographic variables. Multiple regression modeling was used to associate admission year with PTCs, while controlling for age, gender, Glasgow Coma Scale score, and Injury Severity Score.

RESULTS

Data from 8 720 026 trauma patients were extracted from the TQIP database. A total of 366 768 patients experienced one or more PTCs. There was a general decrease in the incidence of PTCs during the study period, with the overall incidence dropping from 7.0% in 2007 to 2.8% in 2017. Multiple regression identified a slight decrease in incidence in all PTCs, although deep surgical site infection (SSI), deep venous thrombosis (DVT), and stroke incidences increased when controlled for confounders.

DISCUSSION

Overall the incidence of PTCs dropped during the 10-year study period, although deep SSI, DVT, stroke, and cardiac arrest increased during the study period. Better risk prediction tools, enabling a precision medicine approach, are warranted to identify at-risk patients.

LEVEL OF EVIDENCE

III.

Spinopelvic Dissociation: A Systematic Review and Meta-analysis

INTRODUCTION

Spinopelvic dissociation is a rare type of injury which occurs in approximately 2.9% of pelvic disruptions and correlates with high-energy trauma.The purpose of this study was to systematically evaluate the incidence, demographics, treatment, clinical outcome, and complication rate associated with these injuries.

METHODS

A literature review on Medline, PubMed, and Google was performed. Overall, 216 abstracts were reviewed in English, German, and French, of which 50 articles were included.

RESULTS

Within the 50 studies, 19 publications were case reports and 16 were case series with low-level evidence. Overall, 379 patients with spinopelvic dissociation were identified at a mean age of 31.6 ± 11.6 years and an injury severity score of 23.1 ± 3.8 between 1969 and 2018. Most cases were related to fall from heights (55.7%), followed by road accidents (28.5%). Two hundred fifty-eight patients (68.1%) showed neurologic impairment at initial presentation, which improved in 65.1% after surgery. The treatment of choice was surgery in 93.1% of cases with triangular fixation in 68.8%. Regardless of the technique, the healing/fusion rate was 100% with a complication rate of 29.9% (n = 96/321).

CONCLUSION

Spinopelvic dissociation is a rare type of injury with limited data in the literature. Based on our review, it is possible that a streamlined, evidence-based algorithm may improve care for these difficult patients.

LEVEL OF EVIDENCE

II.

STUDY DESIGN

Systematic Review.

A statistically rigorous deep neural network approach to predict mortality in trauma patients admitted to the intensive care unit

BACKGROUND

Trauma patients admitted to critical care are at high risk of mortality because of their injuries. Our aim was to develop a machine learning-based model to predict mortality using Fahad-Liaqat-Ahmad Intensive Machine (FLAIM) framework. We hypothesized machine learning could be applied to critically ill patients and would outperform currently used mortality scores.

METHODS

The current Deep-FLAIM model evaluates the statistically significant risk factors and then supply these risk factors to deep neural network to predict mortality in trauma patients admitted to the intensive care unit (ICU). We analyzed adult patients (≥18 years) admitted to the trauma ICU in the publicly available database Medical Information Mart for Intensive Care III version 1.4. The first phase selection of risk factor was done using Cox-regression univariate and multivariate analyses. In the second phase, we applied deep neural network and other traditional machine learning models like Linear Discriminant Analysis, Gaussian Naïve Bayes, Decision Tree Model, and k-nearest neighbor models.

RESULTS

We identified a total of 3,041 trauma patients admitted to the trauma surgery ICU. We observed that several clinical and laboratory-based variables were statistically significant for both univariate and multivariate analyses while others were not. With most significant being serum anion gap (hazard ratio [HR], 2.46; 95% confidence interval [CI], 1.94-3.11), sodium (HR, 2.11; 95% CI, 1.61-2.77), and chloride (HR, 2.11; 95% CI, 1.69-2.64) abnormalities on laboratories, while clinical variables included the diagnosis of sepsis (HR, 2.03; 95% CI, 1.23-3.37), Quick Sequential Organ Failure Assessment score (HR, 1.52; 95% CI, 1.32-3.76). And Systemic Inflammatory Response Syndrome criteria (HR. 1.41; 95% CI, 1.24-1.26). After we used these clinically significant variables and applied various machine learning models to the data, we found out that our proposed DNN outperformed all the other methods with test set accuracy of 92.25%, sensitivity of 79.13%, and specificity of 94.16%; positive predictive value, 66.42%; negative predictive value, 96.87%; and area under the curve of the receiver-operator curve of 0.91 (1.45-1.29).

CONCLUSION

Our novel Deep-FLAIM model outperformed all other machine learning models. The model is easy to implement, user friendly and with high accuracy.

LEVEL OF EVIDENCE

Prognostic study, level II.

Critical Care Documentation for the Dying Trauma Patient: Are We Recognizing Our Own Efforts?

BACKGROUND

Missed documentation for critical care time (CCT) for dying patients may represent a missed opportunity for physicians to account for intensive care unit (ICU) services, including end-of-life care. We hypothesized that CCT would be poorly documented for dying trauma patients.

METHODS

Adult trauma ICU patients who died between December 2014 and December 2017 were analyzed retrospectively. Critical care time was not calculated for patients with comfort care code status. Critical care time on the day prior to death and day of death was collected. Logistic regression was used to determine factors associated with documented CCT.

RESULTS

Of 147 patients, 43% had no CCT on day prior to death and 55% had no CCT on day of death. 82% had a family meeting within 1 day of death. Family meetings were independently associated with documented CCT (OR 3.69, P = .008); palliative care consultation was associated with decreased documented CCT (OR .24, P < .001).

CONCLUSIONS

Critical care time is not documented in half of eligible trauma patients who are near death. Conscious (time spent in family meetings and injury acuity) and unconscious factors (anticipated poor outcomes) likely affect documentation.

Predictors of mortality of trauma patients admitted to the ICU: a retrospective observational study☆

Background and objectives

Worldwide, trauma is one of the leading causes of morbidity and mortality. The aim of the present study is to identify the predictors of mortality of trauma patients requiring Intensive Care Unit (ICU) admission.

Methods

This retrospective study was conducted in the ICU of our institution in Greece during a six-year period (2010–215).

Results

Among 326 patients, trauma was caused by road traffic accidents in .5%, followed by falls (21.1%) and violence (7.4%). Thirty-day mortality was 27.3%. Multivariate analysis showed that higher New Injury Severity Score (NISS), severe head/neck injury, acute kidney injury, septic shock and hemorrhagic shock were significantly associated with mortality while higher Revised Injury Severity Classification, version II (RISC II) and the administration of enteral nutrition were associated with survival. NISS showed the higher accuracy in predicting 30-day mortality followed by RISC II, while scores based only in physiological variables had lower predictive ability.

Conclusions

Increased mortality was strongly associated with the severity of the injury upon admission. Traumatic brain injury, septic shock and acute kidney injury have also been found among the strongest predictors of mortality. NISS can be considered as a statistically superior score in predicting mortality of severely injured patients.

Family satisfaction in a neuro trauma ICU

OBJECTIVE

The purpose of this quality improvement initiative was to evaluate satisfaction of family members of patients in a neuro trauma ICU (NTICU).

METHODS

Adult patients (age 18+) admitted to the NTICU for at least 24 hours between June 2017 and November 2018 were identified. Near or at the time of discharge from the NTICU, the health unit coordinator or registered nurse identified the family member who was either the next-of-kin, surrogate decision-maker, or person who had been most frequently present at the patient's bedside. This person was provided a packet containing a letter of consent and the Critical Care Family Satisfaction Survey (CCFSS).

RESULTS

Surveys were completed by 78 family members, the majority of whom were the wife of the patient (n = 35, 44%), 60 years and older (n = 48, 60.8%). Fifty-seven percent of patients (n = 45) were in the ICU less than 3 days and 59% (n = 47) of medical events were injury-related. Total CCFSS scores ranged from 69 to 100 (median 95). The item with the largest number of dissatisfied responses was "Noise level in the critical care unit" (n = 4, 5.3% not satisfied). Open-ended question comments were primarily positive (n = 60, 66%), with 32% (n = 29) representing areas for improvement.

CONCLUSIONS

Results of this satisfaction survey have been disseminated to leadership and have been taken into consideration in the planning of a new hospital building currently being built, including ICU patient rooms that allow for more privacy and reduced noise, and more comfortable family rooms.

RELEVANCE TO CLINICAL PRACTICE

Family members are a very useful source of feedback for ICU care. Several concerns identified by family members in this study are likely to be relevant to other sites. These included: communication between health care providers and family about patient status, noise in the ICU, peaceful waiting areas for family, and slow transfers.

The effectiveness of educational interventions on trauma intensive care unit nurses' competence: A systematic review and meta-analysis

OBJECTIVES

To examine the current evidence on the effect of education on intensive care unit nurses' knowledge and skills competence in caring for adult major trauma patients.

METHODOLOGY

A systematic review and meta-analysis was conducted to identify relevant studies through a comprehensive search, following strict eligibility criteria. Five databases were searched: MEDLINE, PubMed, CINAHL, Cochrane and Web of Science. A subsequent hand search was performed. The Joanna Briggs Institute Meta-Analysis of Statistics Assessment and Review Instrument tool was used to assess methodological quality.

RESULTS

Five eligible quantitative studies were identified and appraised. The overall results demonstrated that educational interventions have positive effects in improving intensive care nurses' knowledge and practice in managing major trauma patients. Meta-analysis was applied to three homogenous studies relating to knowledge outcome. Results demonstrated significant improvements immediately post-intervention and at one-to three-month follow-up [MD (mean difference) = 29.12, 95%CI (confidence interval) 10.29-47.95; P < 0.00001], and [MD = 23.70, 95%CI 8.84-38.56; P < 0.00001], respectively. A slight decrease in the knowledge and practice scores was noted from one- to three-month follow-up.

CONCLUSION

This review demonstrated the significant effects of trauma education on improving intensive care nurses' knowledge and practices. Further research should develop valid competencies and policies to drive nurses' practice and potentially improve the safety and quality of care.

The effect of age and sex on outcomes following isolated moderate to severe traumatic brain injury

PURPOSE

The impact of female sex on traumatic brain injury (TBI) outcomes remains controversial. The combined impact of age and sex on TBI outcomes must be clarified. We hypothesized that females have better outcomes than males in the premenopausal age group.

METHODS

Data from the 2007-2016 National Trauma Data Bank of the Committee on Trauma-American College of Surgeons were used. Of a total of 686,549 patients with moderate to severe TBI (AIS ≥ 3), 251,491 were female. Comparison analyses of clinical characteristics and outcomes between females and males were conducted at different age groups: < 45 years, 45-55, and > 55 years. Logistic regressions were performed to assess the impact of age and female sex on mortality and complications.

RESULTS

Mortality rate between females and males aged < 45 and 45-55 years was similar, but significantly reduced in the > 55 years group. After multivariate logistic regression analysis controlling for multiple confounding factors, we found that females aged > 55 years had markedly decreased risk of mortality (AOR: 0.857, 95% CI 0.835-0.879, p < 0.001) and complications.

CONCLUSION

Female patients in the postmenopausal stage have better outcomes following TBI than males, but pre- and perimenopausal females do not, suggesting that female sexual hormones may not provide a significant protective effect on clinical outcomes following isolated moderate to severe TBI.

Predicting factors for major trauma patient mortality analyzed from trauma registry system

OBJECTIVE

We investigated the predictors of mortality in major trauma patients using a trauma registry system database.

METHODS

Data were obtained from the trauma registry of a level I trauma center for all patients aged ≥18 years admitted to an intensive care unit (ICU) between January 1, 2006 and December 31, 2013. Models were adjusted for patient demographics, injury mechanism, preexisting comorbidity, Glasgow coma scale (GCS), injury severity score (ISS), emergency department (ED) and ICU procedures, surgical procedures, and complications. Multivariate logistic regression analysis was used to determine predictors of mortality and odds ratios of its associated factors.

RESULTS

In total, 1561 patients met the inclusion criteria. The overall mortality rate was 13.4%. After controlling for all variables in a logistic regression model, the factors associated with increased mortality risk (P < 0.05) were age ≥ 45 years; ISS > 24; GCS score < 8 and 8-12; fall accident; preexisting comorbidity of renal insufficiency; ED cardiopulmonary resuscitation (CPR) procedures; ICU blood transfusion; and cardiovascular, respiratory, digestive system and infection complications.

CONCLUSION

Our data showed some predictors of patient mortality after major trauma, most of which were determined during the trauma event. Only those treatment complications may be improved when performing the treatment procedures.

Early Differential Value of Plasma Presepsin on Infection of Trauma Patients

OBJECTIVE

Early differential diagnosis of an infection in a trauma patient is likely to have a significant influence on the prognosis. In the present study, we evaluated the early differential value of plasma presepsin, procalcitonin (PCT), C-reactive protein (CRP), and white blood cells (WBCs) on infection in trauma patients.

METHODS

Trauma patients were divided into noninfected (n = 89) and infected trauma groups (n = 68); healthy adult volunteers (n = 60) and patients having sterile surgery (n = 60) were enrolled as the controls. Plasma presepsin, PCT, CRP, and WBC counts were measured and the injury severity score (ISS) was calculated.

RESULTS

Plasma presepsin levels within the first 3 d of admission were only significantly increased in the infected trauma group, but not in the noninfected trauma and sterile groups. This indicated that presepsin might have an ability to differentiate the infection in trauma patients; however, plasma PCT, CRP, and WBCs were significantly increased in both the infected and noninfected trauma patients. Binary logistic regression analysis showed that only increased plasma presepsin, PCT, and ISS were significantly associated with an increased likelihood of infection in trauma patients. Both presepsin and PCT were valuable for diagnosing infection; presepsin had a higher area under the curve than PCT.

CONCLUSION

Presepsin might be a superior biomarker for early differentiation of infection in trauma patients; however, trauma stress elevates PCT, CRP, and WBCs even in the absence of infection; therefore, caution is advised when using these indicators to diagnose infection.

Effect of Early Interdisciplinary Rehabilitation for Trauma Patients: A Systematic Review

Objective

To perform a systematic review to assess the current scientific evidence concerning the effect of EIR for trauma patients with or without an associated traumatic brain injury.

Data Source

We performed a systematic search of several electronic (Ovid MEDLINE, Embase, Cochrane Library Central Register of Controlled Trials, Cumulative Index to Nursing and Allied Health, and SveMed+) and 2 clinical trial registers (clinicaltrials.gov and International Clinical Trials Registry Platform). In addition, we handsearched reference lists from relevant studies.

Data Extraction

Two review authors independently identified studies that were eligible for inclusion. The primary outcome measures were functional-related outcomes and return to work. The secondary outcome measures were length of stay in hospital, number of days on respirator, complication rate, physical and mental health measures, quality of life, and socioeconomic costs.

Data Synthesis

Four studies with a total number of 409 subjects, all with traumatic brain–associated injuries, were included in this review. The included trials varied considerably in study design, inclusion and exclusion criteria, and had small numbers of participants. All studies were judged to have at least 1 high risk of bias. We found the quality of evidence, for both our primary and secondary outcomes, low.

Conclusions

No studies that matched our inclusion criteria for EIR for trauma patients without traumatic brain injuries could be found. For traumatic brain injuries, there are a limited number of studies demonstrating that EIR has a positive effect on functional outcomes and socioeconomic costs. This review highlights the need for further research in trauma care regarding early phase interdisciplinary rehabilitation.

The effects of smoking on adolescent trauma patients: a propensity-score-matched analysis

PURPOSE

Cigarettes have been demonstrated to be toxic to the pulmonary connective tissue by impairing the lung's ability to clear debris, resulting in infection and acute respiratory distress syndrome (ARDS). Approximately 8% of adolescents are smokers. We hypothesized that adolescent trauma patients who smoke have a higher rate of ARDS and pneumonia when compared to non-smokers.

METHODS

The Trauma Quality Improvement Program (2014-2016) was queried for adolescent trauma patients aged 13-17 years. Adolescent smokers were 1:2 propensity-score-matched to non-smokers based on age, comorbidities, and injury type. Data were analyzed using chi square for categorical data and Mann-Whitney U test for continuous data.

RESULTS

From 32,610 adolescent patients, 997 (3.1%) were smokers. After matching, 459 smokers were compared to 918 non-smokers. There were no differences in matched characteristics. Compared to non-smokers, smokers had an increased rate of pneumonia (3.1% vs. 1.1%, p = 0.01) but not ARDS (0.2% vs. 0%, p = 0.16). Compared to the non-smoking group, the smokers had a longer median total hospital length-of-stay (3 vs. 2 days, p = 0.01) and no difference in overall mortality (1.5% vs. 2.4%, p = 0.29).

CONCLUSION

Smoking is associated with an increased rate of pneumonia in adolescent trauma patients. Future research should target smoking cessation and/or interventions to mitigate the deleterious effects of smoking in this population.

Number and Type of Complications Associated With Failure to Rescue in Trauma Patients

BACKGROUND

Failure to rescue (FTR) is becoming a ubiquitous metric of quality care. The aim of our study is to determine the type and number of complications associated with FTR after trauma.

METHODS

We reviewed the Trauma Quality Improvement Program including patients who developed complications after admission. Patients were divided as the following: "FTR" if the patient died or "rescued" if the patient did not die. Logistic regression was used to ascertain the effect of the type and number of complications on FTR.

RESULTS

A total of 25,754 patients were included with 972 identified as FTR. Logistic regression identified sepsis (odds ratio [OR] = 6.61 [4.72-9.27]), pneumonia (OR = 2.79 [2.15-3.64]), acute respiratory distress syndrome (OR = 4.6 [3.17-6.69]), and cardiovascular complications (OR = 24.22 [19.39-30.26]) as predictors of FTR. The odds ratio of FTR increased by 8.8 for every single increase in the number of complications.

CONCLUSIONS

Specific types of complications increase the odds of FTR. The overall complication burden will also increase the odds of FTR linearly.

LEVEL OF EVIDENCE

Level III Prognostic.

Inequality in in-hospital mortality due to road traffic accident between ethnic populations in specified groups living in the same country

Background

Road traffic accidents (RTA) are not equally distributed between ethnic groups, disproportionately affecting minorities. In Israel, Arabs are at higher risk of involvement in RTA relative to their proportion in the population. This study aims to compare the risk of in-hospital mortality from RTA between Arabs and Jews in Israel and to identify the factors associated with mortality in each population group.

Methods

This study is based on the Israeli National Trauma Registry of patients hospitalized due to road traffic injuries (Injury Severity Score 16+) between 2008 and 2017. Demographic, injury and hospitalization characteristics, evacuation means and in-hospital mortality were analyzed. Hierarchical multivariate logistic regression with random intercept for the treating hospital was performed to estimate the risk of mortality.

Results

Of the 11,523 hospitalizations reported, 29% were Arabs, which is higher than their proportion in the Israeli population (21%). When comparing Arabs with Jews they were younger (ages 0–24 years - 61% vs 30%), injured as a car driver (28% vs 20%) or passenger (21% vs 15%) and less likely to be a motor cyclist (8.8% vs. 19.2%). In addition, Arabs were more likely to suffer from critical injuries (51% vs 44%) and head injuries (71% vs 66%). Although Arabs were less likely to be evacuated by ambulance (68% vs 80%), they were more likely to be evacuated by a private vehicle or an emergency medical helicopter. Transfers between hospitals were greater among Arabs (14% vs 22%), as were hospital admissions “outside official work hours” (70% vs 78%) and hospital resource utilization. After accounting for demographic, injury, and hospitalization characteristics the risk of in-hospital mortality was significantly higher among Arabs compared to Jews (OR: 1.63, 95% CI: 1.14–2.32). The significantly higher mortality among Arabs was apparent in the sub-group of patients who were critically injured and in those who arrived at the hospital “outside official work hours”.

Conclusions

This study suggests the need for developing appropriate interventions focusing on the Arab community in general, and according to the analysis of risk groups and areas of injury in particular, including rapid access to emergency medical services and definitive care.