Lack of Concordance Between Abbreviated Injury Scale and American Association for the Surgery of Trauma Organ Injury Scale in Patients with High-Grade Solid Organ Injury.

BACKGROUND: The Abbreviated Injury Scale (AIS) is widely utilized for body region-specific injury severity. The AAST-Organ Injury Scale (AAST-OIS) provides organ-specific injury severity but is not included in trauma databases. Previous researchers have used AIS as a surrogate for OIS. This study aims to assess AIS-abdomen concordance with AAST-OIS grade for liver and spleen injuries, hypothesizing concordance in terms of severity (grade of OIS and AIS) and patient outcomes. STUDY DESIGN: This retrospective study (7/2020-6/2022) was performed at three trauma centers. Adult trauma patients with AAST-OIS grade III-V liver and/or spleen injury were included. AAST-OIS grade for each organ was compared to AIS-abdomen by evaluating the percentage of AAST-OIS grade correlating with each AIS score as well as rates of operative intervention for these injuries. Analysis was performed with Chi-square tests and univariate analysis. RESULTS: Of 472 patients, 274 had liver injuries and 205 had spleen injuries grades III-V. AAST-OIS grade III-V liver injuries had concordances rates of 85.5%, 71% and 90.9% with corresponding AIS 3-5 scores. AAST-OIS grade III-V spleen injuries had concordances rates of 89.7%, 87.8% and 87.3%. There was a statistical lack of concordance for both liver and spleen injuries (both p<0.001). Additionally, there were higher rates of operative intervention for AAST-OIS grade IV and V liver injuries and grade III and V spleen injuries versus corresponding AIS scores (p<0.05). CONCLUSION: AIS should not be used interchangeably with OIS due to lack of concordance. AAST-OIS should be included in trauma databases to facilitate improved organ injury research and quality improvement projects.

Mechanism Matters: Differential benefits of cold-stored whole blood for trauma resuscitation from a prospective multicenter study.

BACKGROUND: Resuscitation with cold-stored low-titre whole blood (LTOWB) has increased despite the paucity of robust civilian data. Most studies are in predominately blunt trauma and lack analysis of specific subgroups or mechanism of injury. We sought to compare outcomes between patients receiving LTOWB vs. balanced component therapy (BCT) after blunt (BL) and penetrating (PN) trauma. METHODS: Secondary analysis of a prospective multicenter study of patients receiving either LTWOB-containing or BCT resuscitation was performed. Patients were grouped by mechanism of injury (BL vs PN). A generalized estimated equations model using inverse probability of treatment weighting was employed. Primary outcome was mortality and secondary outcomes were acute kidney injury, venous thromboembolism, pulmonary complications, and bleeding complications. Additional analyses were performed on non-traumatic brain injury (TBI), severe torso injury, and LTOWB-only resuscitation patients. RESULTS: 1617 patients (BL 47% vs PN 54%) were identified; 1175 (73%) of which received LTOWB. PN trauma patients receiving LTOWB demonstrated improved survival compared to BCT (77% vs. 56%; p<0.01). Interval survival was higher at 6 hrs (95% vs. 88%), 12 hrs (93% vs. 80%) and 24 hrs (88% vs. 57%) (all p<0.05). The survival benefit following LTOWB was also seen across PN non-TBI (83% vs. 52%), and severe torso injuries (75% vs. 43%) (all p <0.05). After controlling for age, sex, injury severity, and trauma center, LTWOB was associated with decreased odds of death (OR .31, p<.05) in PN trauma. However, no difference in overall mortality was seen across the BL groups. Both PN and BL patients receiving LTOWB had more frequent AKI compared to BCT (19% vs. 7% and 12% vs 6%, respectively; p<0.05). CONCLUSIONS: LTOWB resuscitation was independently associated with decreased mortality following PN trauma, but not BL trauma. Further analysis in BL trauma is required to identify subgroups that may demonstrate survival benefit. LEVEL OF EVIDENCE: Therapeutic/Care Management, III.

Is Barbed Better? Evaluation of Triclosan-Coated Barbed Suture on Wound Complications Following Emergency Laparotomy.

INTRODUCTION: Emergent laparotomy is associated with significant wound complications including surgical site infections (SSI) and fascial dehiscence (FD). Triclosan-coated barbed suture (TCB) for fascial closure has been shown to reduce local complications but primarily in elective settings. We sought to evaluate the effect of TCB emergency laparotomy fascial closure on major wound complications. METHODS: Adult patients undergoing emergency laparotomy were prospectively evaluated over 1-year. Patients were grouped into TCB vs polydioxanone (PDS) for fascial closure. Subanalysis was performed on patients undergoing single-stage laparotomy. Primary outcomes were SSI and FD. Multivariate analysis identified independent factors associated with SSI and FD. RESULTS: Of the 206 laparotomies, 73 (35%) were closed with TCB and 133 (65%) were closed with PDS. Trauma was the reason for laparotomy in 73% of cases; damage control laparotomy (DCL) was performed in 27% of cases. The overall rate of SSI and FD was 18% and 10%, respectively. Operative strategy was similar between groups, including DCL, wound vac use, skin closure, and blood products. SSI events trended lower with TCB vs PDS closure (11% vs. 21%; p = .07), and FD was significantly lower with TCB versus PDS (4% vs. 14%; p < .05, Fig 1). Subanalysis of trauma and non-trauma cases showed no difference in SSI or FD. Multivariable analysis found that TCB decreased the likelihood of FD (OR .07; p < .05, Fig 2) following emergency laparotomy. Increased odds of FD were seen in DCL (OR 3.1; p < 0.05). CONCLUSIONS: Emergency laparotomy fascial closure with TCB showed significantly decreased rates of FD compared to closure with PDS, and a strong trend toward lower SSI events. TCB was independently associated with decreased FD rates after emergency laparotomy.

Clinical factors and outcomes of spleen-conserving surgery versus total splenectomy in splenic injuries: A nationwide database study.

BACKGROUND: The objective of this study was to identify factors associated with the use of spleen-conserving surgeries, as well as patient outcomes, on a national scale. METHODS: This retrospective cohort study (2010-2015) included patients (age≥16 years) with splenic injury in the National Trauma Data Bank. Patients who received a total splenectomy or a spleen-conserving surgery were compared for demographics and clinical outcomes. RESULTS: During the study period, 18,425 received a total splenectomy and 1,825 received a spleen-conserving surgery. Total splenectomy was more likely to be performed for patients with age>65 (odds ratio [OR]: 0.63, p â€‹< â€‹0.001), systolic blood pressure<90 (OR: 0.63, p â€‹< â€‹0.001), heart rate>120 (OR: 0.83, p â€‹= â€‹0.007), and high-grade injuries (OR: 0.18, p â€‹< â€‹0.001). Penetrating trauma patients were more likely to undergo a spleen-conserving surgery (OR: 3.31, p â€‹< â€‹0.001). The use of spleen-conserving surgery was associated with a lower risk of pneumonia (OR: 0.79, p â€‹= â€‹0.009) and venous thromboembolism (OR: 0.72, p â€‹= â€‹0.006). CONCLUSIONS: Spleen-conserving surgeries may be considered for patients with penetrating trauma, age<65, hemodynamic stability, and low-grade injuries. Spleen-conserving surgeries have decreased risk of pneumonia and venous thromboembolism.

Persistent disparities between trauma center types in the management of children with high-grade blunt splenic injuries.

BACKGROUND: In the early 2000s, substantial variations were reported in the management of pediatric patients with blunt splenic injury (BSI). The purpose of this study was to assess the recent trends and disparities between different types of trauma centers. We hypothesized that there would be persistent disparities despite decreased trends in the rate of splenectomy. METHODS: This is a retrospective cohort study using the American College of Surgeons Trauma Quality Improvement Program database. We included patients (age ≤18 years) with high-grade BSI (Abbreviated Injury Scale 3-5) between 2014 and 2021. The patients were divided into three groups based on trauma center types (adult trauma centers [ATCs], mixed trauma centers [MTCs], and pediatric trauma centers [PTCs]). The primary outcome was the splenectomy rate. Logistic regression was performed to evaluate the association between trauma center types and clinical outcomes. Additionally, the trends in the rate of splenectomy at ATCs, MTCs, and PTCs were evaluated. RESULTS: A total of 6601 patients with high-grade BSI were included in the analysis. Overall splenectomy rates were 524 (17.5%), 448 (16.3%), and 32 (3.7%) in the ATC, MTC, and PTC groups, respectively. ATCs and MTCs had significantly higher splenectomy rates compared to PTCs (ATCs: OR = 5.72, 95%CI = 3.78-8.67, and p < 0.001 and MTCs: OR = 4.50, 95%CI = 2.97-6.81, and p < 0.001), while decreased trends in the splenectomy rates were observed in ATCs and MTCs (ATCs: OR = 0.92, 95%CI = 0.87-0.97, and p = 0.003 and MTCs: OR = 0.92, 95%CI = 0.87-0.98, and p = 0.013). CONCLUSIONS: This study suggested persistent disparities between different trauma center types in the management of children with high-grade BSI.

Pregnant patients undergoing cholecystectomy: nationwide assessment of clinical characteristics and outcomes.

BACKGROUND: Gallstone disease in pregnancy is one of the most common indications for nonobstetrical surgery during pregnancy. National-level data on contemporary surgical practice and outcomes are limited. OBJECTIVE: This study aimed to assess the clinical characteristics and outcomes of patients undergoing cholecystectomy during pregnancy. STUDY DESIGN: This cross-sectional study examined the Healthcare Cost and Utilization Project's 2 nationwide databases in the United States: the National Inpatient Sample and the Nationwide Ambulatory Surgery Sample. The study population included 18,630 patients who had cholecystectomy during pregnancy from January 2016 to December 2020. The exposure was gestational age, grouped sequentially into the following 5 groups: first trimester (<14 weeks), early second trimester (14-20 weeks), late second trimester (21-27 weeks), early third trimester (28-36 weeks), and late third trimester (≥37 weeks). The main outcomes were clinical demographics, medical comorbidities, surgical information, and pregnancy characteristics and outcomes, assessed by gestational age. RESULTS: Cholecystectomy was most common in the early second trimester (32.1%), followed by the first trimester (25.2%), late second trimester (23.1%), early third trimester (12.4%), and late third trimester (7.2%). Patients in the first-trimester group were more likely to be aged ≥35 years, to smoke, and to have acute cholecystitis, severe hyperemesis gravidarum including metabolic disturbance, pregestational diabetes, multifetal gestation, and sepsis/shock (P<.001). Patients in the early-third-trimester group were more likely to be obese and have gestational diabetes, Charlson Comorbidity Index of ≥1, premature rupture of membranes, and intrauterine growth restriction, whereas those in the late-third-trimester group were more likely to have gallstone pancreatitis, biliary colic, chorioamnionitis, gestational hypertension, preeclampsia, and severe maternal morbidity including sepsis (P<.001). At the cohort level, a laparoscopic approach was used in most cholecystectomy procedures (97.5%), and bile duct injury was uncommon (<0.1%). Delivery during the admission occurred in 0.3%, 0%, 0.6%, 17.8%, and 60.6% in the 5 gestational age groups, respectively (P<.001). Among the cases that had delivery in the early- and late-third-trimester groups, the delivery event preceded cholecystectomy in 61.4% and 86.2%, respectively, whereas both delivery and cholecystectomy occurred on the same day in 34.3% and 13.8%, respectively. CONCLUSION: This nationwide analysis suggests that clinical and pregnancy characteristics and outcomes of patients undergoing cholecystectomy differ by pregnancy stage with a bimodal distribution. Although patients in the first and third trimesters have distinct medical conditions, more clinically significant pregnancy and maternal outcomes were found in both groups compared with patients in the second trimester.

Disruption of trauma research: an analysis of the top cited versus disruptive trauma research publications.

Introduction: The analysis of surgical research using bibliometric measures has become increasingly prevalent. Absolute citation counts (CC) or indices are commonly used markers of research quality but may not adequately capture the most impactful research. A novel scoring system, the disruptive score (DS) has been found to identity academic work that either changes paradigms (disruptive (DIS) work) or entrenches ideas (developmental (DEV) work). We sought to analyze the most DIS and DEV versus most cited research in civilian trauma. Methods: The top papers by DS and by CC from trauma and surgery journals were identified via a professional literature search. The identified publications were then linked to the National Institutes of Health iCite tool to quantify total CC and related metrics. The top 100 DIS and DEV publications by DS were analyzed based on the area of focus, citation, and perceived clinical impact, and compared with the top 100 papers by CC. Results: 32 293 articles published between 1954 and 2014 were identified. The most common publication location of selected articles was published in Journal of Trauma (31%). Retrospective reviews (73%) were common in DIS (73%) and top CC (67%) papers, while DEV papers were frequently case reports (49%). Only 1 publication was identified in the top 100 DIS and top 100 CC lists. There was no significant correlation between CC and DS among the top 100 DIS papers (r=0.02; p=0.85), and only a weak correlation between CC and DS score (r=0.21; p<0.05) among the top 100 DEV papers. Conclusion: The disruption score identifies a unique subset of trauma academia. The most DIS trauma literature is highly distinct and has little overlap with top trauma publications identified by standard CC metrics, with no significant correlation between the CC and DS. Level of evidence: Level IV.

Association of Contrast Extravasation Grade With Massive Transfusion in Pediatric Blunt Liver and Spleen Injuries: A Multicenter Retrospective Cohort Study.

BACKGROUND: This study aimed to assess whether the grade of contrast extravasation (CE) on CT scans was associated with massive transfusion (MT) requirements in pediatric blunt liver and/or spleen injuries (BLSI). METHODS: This multicenter retrospective cohort study included pediatric patients (≤16 years old) who sustained BLSI between 2008 and 2019. MT was defined as transfusion of all blood products ≥40 mL/kg within the first 24 h of admission. Associations between CE and MT requirements were assessed using multivariate logistic regression analysis with cluster-adjusted robust standard errors to calculate the adjusted odds ratio (AOR). RESULTS: A total of 1407 children (median age: 9 years) from 83 institutions were included in the analysis. Overall, 199 patients (14 %) received MT. CT on admission revealed that 54 patients (3.8 %) had CE within the subcapsular hematoma, 100 patients (7.1 %) had intraparenchymal CE, and 86 patients (6.1 %) had CE into the peritoneal cavity among the overall cohort. Multivariate analysis, adjusted for age, sex, age-adjusted shock index, injury severity, and laboratory and imaging factors, showed that intraparenchymal CE and CE into the peritoneal cavity were significantly associated with the need for MT (AOR: 2.50; 95 % CI, 1.50-4.16 and AOR: 4.98; 95 % CI, 2.75-9.02, respectively both p < 0.001). The latter significant association persisted in the subgroup of patients with spleen and liver injuries. CONCLUSION: Active CE into the free peritoneal cavity on admission CT was independently associated with a greater probability of receiving MT in pediatric BLSI. The CE grade may help clinicians plan blood transfusion strategies. LEVEL OF EVIDENCE: Level 4; Therapeutic/Care management.

Association Between Whole Blood Transfusion and Mortality Among Injured Pediatric Patients.

OBJECTIVE: The aim of this study was to assess the association between whole blood (WB) and mortality among injured children who received immediate blood transfusion. BACKGROUND: The use of WB for transfusion therapy in trauma has been revisited, and recent studies have reported an association between WB and improved survival among adults. However, evidence of a similar association lacks in children. METHODS: We performed a retrospective cohort study from the American College of Surgeons Trauma Quality Improvement Program (ACS-TQIP) between 2020 and 2021. Patients were aged less than or equal to 16 years and had immediate blood transfusion within 4 hours of hospital arrival. Survival at 24 hours and 30 days were compared after creating 1:1 propensity score-matched cohorts, matching for demographics, injury type, vital signs on admission, trauma severity scores, hemorrhage control procedures, hospital characteristics, and the need for massive transfusion. RESULTS: A total of 2729 patients were eligible for analysis. The median age was 14 years (interquartile range: 8-16 years); 1862 (68.2%) patients were male; and 1207 (44.2%) patients were White. A total of 319 (11.7%) patients received WB. After a 1:1 ratio propensity score matching, 318 matched pairs were compared. WB transfusion was associated with improved survival at 24 hours, demonstrating a 42% lower risk of mortality (hazard ratio, 0.58; 95% CI, 0.34-0.98; P =0.042) Similarly, the survival benefit associated with WB transfusion remained consistent at 30 days (hazard ratio, 0.65; 95% CI, 0.46-0.90; P =0.011). CONCLUSION: The use of WB was associated with improved survival among injured pediatric patients requiring immediate transfusion.

A Prospective Multicenter Comparison of Trauma and Injury Severity Score, American Society of Anesthesiologists Physical Status, and National Surgical Quality Improvement Program Calculator's Ability to Predict Operative Trauma Outcomes.

BACKGROUND: Trauma outcome prediction models have traditionally relied upon patient injury and physiologic data (eg, Trauma and Injury Severity Score [TRISS]) without accounting for comorbidities. We sought to prospectively evaluate the role of the American Society of Anesthesiologists physical status (ASA-PS) score and the National Surgical Quality Improvement Program Surgical Risk-Calculator (NSQIP-SRC), which are measurements of comorbidities, in the prediction of trauma outcomes, hypothesizing that they will improve the predictive ability for mortality, hospital length of stay (LOS), and complications compared to TRISS alone in trauma patients undergoing surgery within 24 hours. METHODS: A prospective, observational multicenter study (9/2018-2/2020) of trauma patients ≥18 years undergoing operation within 24 hours of admission was performed. Multiple logistic regression was used to create models predicting mortality utilizing the variables within TRISS, ASA-PS, and NSQIP-SRC, respectively. Linear regression was used to create models predicting LOS and negative binomial regression to create models predicting complications. RESULTS: From 4 level I trauma centers, 1213 patients were included. The Brier Score for each model predicting mortality was found to improve accuracy in the following order: 0.0370 for ASA-PS, 0.0355 for NSQIP-SRC, 0.0301 for TRISS, 0.0291 for TRISS+ASA-PS, and 0.0234 for TRISS+NSQIP-SRC. However, when comparing TRISS alone to TRISS+ASA-PS (P = .082) and TRISS+NSQIP-SRC (P = .394), there was no significant improvement in mortality prediction. NSQIP-SRC more accurately predicted both LOS and complications compared to TRISS and ASA-PS. CONCLUSIONS: TRISS predicts mortality better than ASA-PS and NSQIP-SRC in trauma patients undergoing surgery within 24 hours. The TRISS mortality predictive ability is not improved when combined with ASA-PS or NSQIP-SRC. However, NSQIP-SRC was the most accurate predictor of LOS and complications.

The Risk of Hemorrhagic Complications After Anticoagulation Therapy in Trauma Patients: A Multicenter Evaluation.

BACKGROUND: The use of anticoagulation therapy (ACT) in trauma patients during the post-injury period presents a challenge given the increased risk of hemorrhage. Guidelines regarding whether and when to initiate ACT are lacking, and as a result, practice patterns vary widely. The purpose of this study is to describe the incidence of hemorrhagic complications in patients who received ACT during their hospitalization, identify risk factors, and characterize the required interventions. METHODS: In this retrospective cohort study, all trauma admissions at two Level 1 trauma centers between January 2015 and December 2020 were reviewed. Patients with pre-existing ACT use or those who developed a new indication for ACT were included for analysis. Demographic and outcome data were collected for those who received ACT during their admission. Comparisons were then made between the complications and no complications groups. A subgroup analysis was performed for all patients started on ACT within 14 days of injury. RESULTS: A total of 812 patients were identified as having an indication for ACT, and 442 patients received ACT during the post-injury period. The overall incidence of hemorrhagic complications was 12.7%. Of those who sustained hemorrhagic complications, 18 required procedural intervention. On regression analysis, male sex, severe injuries, and the need for hemorrhage control surgery on arrival were all found to be associated with hemorrhagic complications after the initiation of ACT. Waiting 7-14 days from the time of injury to initiate ACT reduced the odds of complications by 46% and 71%, respectively. CONCLUSIONS: The use of ACT in trauma during the post-injury period is not without risk. Waiting 7-14 days post-injury might greatly reduce the risk of hemorrhagic complications. STUDY TYPE/LEVEL OF EVIDENCE: Therapeutic/care management study: Level IV.

Concurrent Minimally Invasive Gynecologic Procedures at the Time of Laparoscopic Cholecystectomy.

In this cross-sectional study including 1,722,479 women who underwent laparoscopic cholecystectomy between January 2016 and December 2019 identified in the Healthcare Cost and Utilization Project's Nationwide Ambulatory Surgery Sample, the prevalence rate of gynecologic diagnoses was 11.3 per 1,000. Among presumed elective laparoscopic cholecystectomy, the highest performance rate of concurrent gynecologic procedure per gynecologic diagnosis was laparoscopic adnexectomy among patients with benign ovarian tumor (652/1,000 diagnoses), followed by laparoscopic adnexectomy for endometrioma (386/1,000 diagnoses) and cervical conization for cervical carcinoma in situ (304/1,000 diagnoses). The measured surgical morbidity rates for patients who had concurrent gynecologic surgery and those who did not were 2.8 per 1,000 and 1.9 per 1,000, respectively (adjusted odds ratio 1.39, 95% CI 0.75-2.59). These results suggest that minimally invasive gynecologic surgeries are being performed at the time of outpatient laparoscopic cholecystectomy in the United States.

Angioembolization for Isolated Severe Blunt Splenic Injuries with Hemodynamic Instability: A Propensity Score Matched Analysis.

BACKGROUND: This study aimed to compare patient outcomes after splenic angioembolization (SAE) or splenectomy for isolated severe blunt splenic injury (BSI) with hemodynamic instability, and to identify potential candidates for SAE. METHODS: Adult patients with isolated severe BSI (Abbreviated Injury Scale [AIS] 3-5) and hemodynamic instability between 2013 and 2019 were identified from the American College of Surgeons Trauma Quality Improvement (ACS TQIP) database. Hemodynamic instability was defined as an initial systolic blood pressure (SBP) <90 mmHg, heart rate (HR) >120 bpm, or lowest SBP <90 mmHg within 1 h after admission, with ≥1 unit of blood transfused within 4 h after admission. In-hospital mortality was compared between splenectomy and SAE groups using 2:1 propensity-score matching. The characteristics of unmatched and matched splenectomy patients were also compared. RESULTS: A total of 478 patients met our inclusion criteria (332 splenectomy, 146 SAE). After propensity-score matching, 166 splenectomy and 83 SAE patients were compared. Approximately 85% of propensity-score matched patients sustained AIS 3/4 injuries, and 50% presented with normal SBP and HR before becoming hemodynamically unstable. The median time to intervention (splenectomy or SAE) was 137 min (interquartile range 94-183). In-hospital mortality between splenectomy and SAE groups was not significantly different (5.4% vs. 4.8%, p = 1.000). More than half of unmatched patients in the splenectomy group sustained AIS 5 injuries and presented with initially unstable hemodynamics. The median time to splenectomy in such patients was significantly shorter than in matched splenectomy patients (67 vs. 132 min, p < 0.001). CONCLUSION: Splenectomy remains the mainstay of treatment for patients with AIS 5 BSI who present to hospital with hemodynamic instability. However, SAE might be a feasible alternative for patients with AIS 3/4 injuries.

Resuscitative Endovascular Balloon Occlusion of the Aorta for Nontraumatic Gastrointestinal Hemorrhage in the US.

This cohort study describes the use of and outcomes for resuscitative endovascular balloon occlusion of the aorta for managing nontraumatic gastrointestinal bleeding.

Placenta previa percreta with surrounding organ involvement: a proposal for management.

Placenta accreta spectrum encompasses cases where the placenta is morbidly adherent to the myometrium. Placenta percreta, the most severe form of placenta accreta spectrum (grade 3E), occurs when the placenta invades through the myometrium and possibly into surrounding structures next to the uterine corpus. Maternal morbidity of placenta percreta is high, including severe maternal morbidity in 82.1% and mortality in 1.4% in the recent nationwide U.S. statistics. Although cesarean hysterectomy is commonly performed for patients with placenta accreta spectrum, conservative management is becoming more popular because of reduced morbidity in select cases. Treatment of grade 3E disease involving the urinary bladder, uterine cervix, or parametria is surgically complicated due to the location of the invasive placenta deep in the maternal pelvis. Cesarean hysterectomy in this setting has the potential for catastrophic hemorrhage and significant damage to surrounding organs. We propose a step-by-step schema to evaluate cases of grade 3E disease and determine whether immediate hysterectomy or conservative management, including planned delayed hysterectomy, is the most appropriate treatment option. The approach includes evaluation in the antenatal period with ultrasound and magnetic resonance imaging to determine suspicion for placenta previa percreta with surrounding organ involvement, planned cesarean delivery with a multidisciplinary team including experienced pelvic surgeons such as a gynecologic oncologist, intra-operative assessment including gross surgical field exposure and examination, cystoscopy, and consideration of careful intra-operative transvaginal ultrasound to determine the extent of placental invasion into surrounding organs. This evaluation helps decide the safety of primary cesarean hysterectomy. If safely resectable, additional considerations include intra-operative use of uterine artery embolization combined with tranexamic acid injection in cases at high risk for pelvic hemorrhage and ureteral stent placement. Availability of resuscitative endovascular balloon occlusion of the aorta is ideal. If safe resection is concerned, conservative management including planned delayed hysterectomy at around 4 weeks from cesarean delivery in stable patients is recommended.

Recent changes in practice patterns and outcomes in patients with severe traumatic brain injury.

BACKGROUND: Despite recent advances in the management of severe traumatic brain injury, the role of decompressive craniectomy remains unclear. The purpose of this study was to compare practice patterns and patient outcomes between 2 study periods over the past decade. METHODS: This is a retrospective cohort study using the American College of Surgeons Trauma Quality Improvement Project database. We included patients (age ≥18 years) with isolated severe traumatic brain injury. The patients were divided into the early (2013-2014) and late (2017-2018) groups. The primary outcome was the rate of craniectomy, and secondary outcomes included in-hospital mortality and discharge disposition. A subgroup analysis of patients undergoing intracranial pressure monitoring was also performed. A multivariable logistic regression analysis assessed the association between the early/late period and study outcomes. RESULTS: A total of 29,942 patients were included. In the logistic regression analysis, the late period was associated with decreased use of craniectomy (odds ratio: 0.58, P < .001). Although the late period was associated with higher in-hospital mortality (odds ratio: 1.10, P = .013), it was also associated with a higher likelihood of discharge to home/rehab (odds ratio: 1.61, P < .001). Similarly, the subgroup analysis of patients with intracranial pressure monitoring showed that the late period was associated with a lower craniectomy rate (odds ratio: 0.26, P < .001) and a higher likelihood of discharge to home/rehab (odds ratio:1.98, P < .001). CONCLUSION: The use of craniectomy for severe traumatic brain injury has decreased over the study period. Although further studies are warranted, these trends may reflect recent changes in the management of patients with severe traumatic brain injury.

Early venous thromboembolism prophylaxis in patients with trauma intracranial hemorrhage: Analysis of the prospective multicenter Consortium of Leaders in Traumatic Thromboembolism study.

BACKGROUND: The optimal time to initiate venous thromboembolism prophylaxis (VTEp) for patients with intracranial hemorrhage (ICH) is controversial and must balance the risks of VTE with potential progression of ICH. We sought to evaluate the efficacy and safety of early VTEp initiation after traumatic ICH. METHODS: This is a secondary analysis of the prospective multicenter Consortium of Leaders in the Study of Thromboembolism study. Patients with head Abbreviated Injury Scale score of > 2 and with immediate VTEp held because of ICH were included. Patients were divided into VTEp ≤ or >48 hours and compared. Outcome variables included overall VTE, deep vein thrombosis (DVT), pulmonary embolism, progression of intracranial hemorrhage (pICH), or other bleeding events. Univariate and multivariate logistic regressions were performed. RESULTS: There were 881 patients in total; 378 (43%) started VTEp ≤48 hours (early). Patients starting VTEp >48 hours (late) had higher VTE (12.4% vs. 7.2%, p = 0.01) and DVT (11.0% vs. 6.1%, p = 0.01) rates than the early group. The incidence of pulmonary embolism (2.1% vs. 2.2%, p = 0.94), pICH (1.9% vs. 1.8%, p = 0.95), or any other bleeding event (1.9% vs. 3.0%, p = 0.28) was equivalent between early and late VTEp groups. On multivariate logistic regression analysis, VTEp >48 hours (odds ratio [OR], 1.86), ventilator days >3 (OR, 2.00), and risk assessment profile score of ≥5 (OR, 6.70) were independent risk factors for VTE (all p < 0.05), while VTEp with enoxaparin was associated with decreased VTE (OR, 0.54, p < 0.05). Importantly, VTEp ≤48 hours was not associated with pICH (OR, 0.75) or risk of other bleeding events (OR, 1.28) (both p = NS). CONCLUSION: Early initiation of VTEp (≤48 hours) for patients with ICH was associated with decreased VTE/DVT rates without increased risk of pICH or other significant bleeding events. Enoxaparin is superior to unfractionated heparin as VTE prophylaxis in patients with severe TBI. LEVEL OF EVIDENCE: Therapeutic/Care Management; Level IV.

Assessment of Machine Learning Methods to Predict Massive Blood Transfusion in Trauma.

BACKGROUND: Accurately predicting which patients are most likely to benefit from massive transfusion protocol (MTP) activation may help patients while saving blood products and limiting cost. The purpose of this study is to explore the use of modern machine learning (ML) methods to develop and validate a model that can accurately predict the need for massive blood transfusion (MBT). METHODS: The institutional trauma registry was used to identify all trauma team activation cases between June 2015 and August 2019. We used an ML framework to explore multiple ML methods including logistic regression with forward and backward selection, logistic regression with lasso and ridge regularization, support vector machines (SVM), decision tree, random forest, naive Bayes, XGBoost, AdaBoost, and neural networks. Each model was then assessed using sensitivity, specificity, positive predictive value, and negative predictive value. Model performance was compared to that of existing scores including the Assessment of Blood Consumption (ABC) and the Revised Assessment of Bleeding and Transfusion (RABT). RESULTS: A total of 2438 patients were included in the study, with 4.9% receiving MBT. All models besides decision tree and SVM attained an area under the curve (AUC) of above 0.75 (range: 0.75-0.83). Most of the ML models have higher sensitivity (0.55-0.83) than the ABC and RABT score (0.36 and 0.55, respectively) while maintaining comparable specificity (0.75-0.81; ABC 0.80 and RABT 0.83). CONCLUSIONS: Our ML models performed better than existing scores. Implementing an ML model in mobile computing devices or electronic health record has the potential to improve the usability.