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1.
J Trauma Acute Care Surg ; 94(1): 78-85, 2023 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-35787601

RESUMO

BACKGROUND: The optimal enoxaparin dosing strategy to achieve venous thromboembolism (VTE) prophylaxis in trauma patients remains unclear. Current dosing guidelines often include weight, age, and renal function but still fail to achieve appropriate prophylactic anti-Xa levels in many patients. We hypothesized that additional patient factors influence anti-Xa response to enoxaparin in trauma patients. METHODS: This is a retrospective review of patients admitted to a Level 1 trauma center for ≥4 days from July 2015 to September 2020, who received enoxaparin VTE prophylaxis per protocol (50-59 kg, 30 mg/dose; 60-99 kg, 40 mg/dose; ≥100 kg, 50 mg/dose; all doses every 12 hours) and had an appropriately timed peak anti-Xa level. Multivariate regression was performed to identify independent predictors of prophylactic anti-Xa levels (0.2-0.4 IU/mL) upon first measurement. RESULTS: The cohort (N = 1,435) was 76.4% male, with a mean ± SD age of 49.9 ± 20.0 years and a mean ± SD weight of 82.5 ± 20.2 kg (males, 85.2 kg; females, 73.7 kg; p <0.001). Overall, 68.6% of patients (n = 984) had a prophylactic anti-Xa level on first assessment (69.6% of males, 65.1% of females). Males were more likely to have a subprophylactic level than females (22.1% vs. 8.0%, p <0.001), whereas females were more likely to have supraprophylactic levels than males (26.9% vs. 8.3%, p < 0.001). When controlling for creatinine clearance, anti-Xa level was independently associated with dose-to-weight ratio (odds ratio, 0.191 for 0.5 mg/kg; p < 0.001; confidence interval, 0.151-0.230) and female sex (odds ratio, 0.060; p < 0.001; confidence interval, 0.047-0.072). Weight and age were not significant when controlling for the other factors. CONCLUSION: Male patients have a decreased anti-Xa response to enoxaparin when compared with female patients, leading to a greater incidence of subprophylactic anti-Xa levels in male patients at all dose-to-weight ratios. To improve the accuracy of VTE chemoprophylaxis, sex should be considered as a variable in enoxaparin dosing models. LEVEL OF EVIDENCE: Therapeutic/Care Management; Level III.


Assuntos
Enoxaparina , Tromboembolia Venosa , Humanos , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Idoso , Enoxaparina/uso terapêutico , Tromboembolia Venosa/etiologia , Tromboembolia Venosa/prevenção & controle , Sexismo , Anticoagulantes/uso terapêutico , Heparina de Baixo Peso Molecular
2.
J Trauma Acute Care Surg ; 94(1): 36-44, 2023 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-36279368

RESUMO

BACKGROUND: The frailty index is a known predictor of adverse outcomes in geriatric patients. Trauma-Specific Frailty Index (TSFI) was created and validated at a single center to accurately identify frailty and reliably predict worse outcomes among geriatric trauma patients. This study aims to prospectively validate the TSFI in a multi-institutional cohort of geriatric trauma patients. METHODS: This is a prospective, observational, multi-institutional trial across 17 American College of Surgeons Levels I, II, and III trauma centers. All geriatric trauma patients (65 years and older) presenting during a 3-year period were included. Frailty status was measured within 24 hours of admission using the TSFI (15 variables), and patients were stratified into nonfrail (TSFI, ≤0.12), prefrail (TSFI, 0.13-0.25), and frail (TSFI, >0.25) groups. Outcome measures included index admission mortality, discharge to rehabilitation centers or skilled nursing facilities (rehab/SNFs), and 3-month postdischarge readmissions, fall recurrences, complications, and mortality among survivors of index admission. RESULTS: A total of 1,321 geriatric trauma patients were identified and enrolled for validation of TSFI (nonfrail, 435 [33%]; prefrail, 392 [30%]; frail, 494 [37%]). The mean ± SD age was 77 ± 8 years; the median (interquartile range) Injury Severity Score was 9 (5-13). Overall, 179 patients (14%) had a major complication, 554 (42%) were discharged to rehab/SNFs, and 63 (5%) died during the index admission. Compared with nonfrail patients, frail patients had significantly higher odds of mortality (adjusted odds ratio [aOR], 1.93; p = 0.018), major complications (aOR, 3.55; p < 0.001), and discharge to rehab/SNFs (aOR, 1.98; p < 0.001). In addition, frailty was significantly associated with higher adjusted odds of mortality, major complications, readmissions, and fall recurrence at 3 months postdischarge ( p < 0.05). CONCLUSION: External applicability of the TSFI (15 variables) was evident at a multicenter cohort of 17 American College of Surgeons trauma centers in geriatric trauma patients. The TSFI emerged as an independent predictor of worse outcomes, both in the short-term and 3-month postdischarge. LEVEL OF EVIDENCE: Prognostic and Epidemiological; Level III.


Assuntos
Fragilidade , Humanos , Idoso , Idoso de 80 Anos ou mais , Fragilidade/diagnóstico , Fragilidade/complicações , Idoso Fragilizado , Assistência ao Convalescente , Avaliação Geriátrica/métodos , Estudos Prospectivos , Alta do Paciente
3.
J Trauma Acute Care Surg ; 94(1): 23-29, 2023 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-36203245

RESUMO

INTRODUCTION: Patients with spinal cord injury (SCI) are at high risk of venous thromboembolism (VTE). Pharmacologic VTE prophylaxis (VTEppx) is frequently delayed in patients with SCI because of concerns for bleeding risk. Here, we hypothesized that delaying VTEppx until >48 hours would be associated with increased risk of thrombotic events. METHODS: This is a secondary analysis of the 2018 to 2020 prospective, observational, cohort Consortium of Leaders in the Study of Traumatic Thromboembolism (CLOTT) study of patients aged 18 to 40 years, at 17 US level 1 trauma centers. Patients admitted for >48 hours with documented SCI were evaluated. Timing of initiation of VTEppx, rates of thrombotic events (deep vein thrombosis [DVT] and pulmonary embolism [PE]), and missed VTEppx doses were analyzed. The primary outcome was VTE (DVT + PE). RESULTS: There were 343 patients with SCI. The mean ± SD age was 29.0 ± 6.6 years, 77.3% were male, and 78.7% sustained blunt mechanism. Thrombotic events occurred in 33 patients (9.6%): 30 DVTs (8.7%) and 3 PEs (0.9%). Venous thromboembolism prophylaxis started at ≤24 hours in 21.3% of patients and 49.3% at ≤48 hours. The rate of VTE for patients started on VTEppx ≤48 hours was 7.1% versus 12.1% if started after 48 hours ( p = 0.119). After adjusting for differences in risk factors between cohorts, starting ≤48 hours was independently associated with fewer VTEs (odds ratio, 0.45; 95% confidence interval, 0.101-0.978; p = 0.044). Unfractionated heparin was associated with a VTE rate of 21.0% versus 7.5% in those receiving enoxaparin as prophylaxis ( p = 0.003). Missed doses of VTEppx were common (29.7%) and associated with increased thrombotic events, although this was not significant on multivariate analysis. CONCLUSION: Rates of thrombotic events in patients with SCI are high. Prompt initiation of VTEppx with enoxaparin and efforts aimed at avoiding missed doses are critical to limit thrombotic events in these high-risk patients. LEVEL OF EVIDENCE: Prognostic and Epidemiological; Level IV.


Assuntos
Embolia Pulmonar , Traumatismos da Medula Espinal , Tromboembolia Venosa , Humanos , Masculino , Feminino , Tromboembolia Venosa/epidemiologia , Tromboembolia Venosa/etiologia , Tromboembolia Venosa/prevenção & controle , Heparina/uso terapêutico , Enoxaparina/uso terapêutico , Estudos Prospectivos , Anticoagulantes/uso terapêutico , Traumatismos da Medula Espinal/complicações , Embolia Pulmonar/epidemiologia , Embolia Pulmonar/etiologia , Embolia Pulmonar/prevenção & controle , Fatores de Risco
4.
World J Emerg Surg ; 17(1): 60, 2022 Dec 12.
Artigo em Inglês | MEDLINE | ID: mdl-36503680

RESUMO

BACKGROUND: Surgical pancreatic necrosectomy (SPN) is an option for the management of infected pancreatic necrosis. The literature indicates that an escalating, combined endoscopic, interventional radiology and minimally invasive surgery "step-up" approach, such as video-assisted retroperitoneal debridement, may reduce the number of required SPNs and ICU complications, such as multiple organ failure. We hypothesized that complications for surgically treated severe necrotizing pancreatitis patients decreased during the period of adoption of the "step-up" approach. METHODS: The American college of surgeons national surgery quality improvement program database (ACS-NSQIP) was used to find SPN cases from 2007 to 2019 in ACS-NSQIP submitting hospitals. Mortality and Clavien-Dindo class 4 (CD4) ICU complications were collected. Predictors of outcomes were identified by univariate and multivariate analyses. RESULTS: There were 2457 SPN cases. SPN cases decreased from 0.09% in 2007 to 0.01% in 2019 of NSQIP operative cases (p < 0.001). Overall mortality was 8.5% and did not decrease with time. CD4 complications decreased from 40 to 27% (p < 0.001). There was a 65% reduction in SPN cases requiring a return to the operating room. Multivariate predictors of complications were emergency general surgery (EGS, p < 0.001), serum albumin (p < 0.0001) and modified frailty index (mFI) (p < 0.0001). Multivariate predictors of mortality were EGS (p < 0.0001), serum albumin (p < 0.0001), and mFI (p < 0.04). The mFI decreased after 2010 (p < 0.001). CONCLUSION: SPNs decreased after 2010, with decreasing CD4 complications, decreasing reoperation rates and stable mortality rates, likely indicating broad adoption of a "step-up" approach. Larger, prospective studies to compare indications and outcomes for "step up" versus open SPN are warranted.


Assuntos
Pancreatite Necrosante Aguda , Humanos , Estudos Prospectivos , Desbridamento , Pancreatite Necrosante Aguda/cirurgia , Albumina Sérica , Hospitais
5.
Surgery ; 172(4): 1057-1064, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35989133

RESUMO

BACKGROUND: Current guidelines recommend that patients with choledocholithiasis undergo same-admission cholecystectomy. The compliance with this guideline is poor in elderly patients. We hypothesized that elderly patients treated with endoscopic retrograde cholangiopancreatography (ERCP) alone would have higher complication and readmission rates than the patients treated with cholecystectomy. METHODS: The Nationwide Readmissions Database was queried for all patients aged ≥65 years with admission for choledocholithiasis January to June 2016. The patients were divided based on index treatment received: (1) no intervention; (2) ERCP alone; or (3) cholecystectomy. Multivariate analyses identified predictors of cholecystectomy during index admission and of readmissions. RESULTS: A total of 16,121 patients with choledocholithiasis were admitted; 38.4% underwent cholecystectomy, 37.6% endoscopic retrograde cholangiopancreatography alone, and 24.0% no intervention. The patients not receiving a cholecystectomy were more likely to be older, female, have a higher Elixhauser score, do-not-resuscitate status, and at a teaching hospital (all P < .001). Emergency readmissions for recurrent biliary disease were lowest in patients undoing a cholecystectomy (2.2% vs 9.2% endoscopic retrograde cholangiopancreatography and 12.4% no intervention, P < .001), as were readmissions for complications (3.6% vs 5.5% and 7.8%, P < .001). Cholecystectomy reduced rates of readmissions for recurrent disease (odds ratio 0.168, P < .001), for complications (odds ratio 0.540, P < .001), and death during readmission (odds ratio 0.503, P = .007); endoscopic retrograde cholangiopancreatography alone reduced only rates of readmissions. Age was not a predictor of readmission or death. CONCLUSION: Index admission cholecystectomy is associated with a lower risk of readmission for biliary disease or complications, as well as death during readmission, in elderly patients. Age alone is not predictive of outcomes; surgical intervention should be guided by clinical condition, comorbidities, and patient preference.


Assuntos
Colecistectomia Laparoscópica , Coledocolitíase , Doenças da Vesícula Biliar , Idoso , Colangiopancreatografia Retrógrada Endoscópica/efeitos adversos , Colecistectomia/efeitos adversos , Colecistectomia Laparoscópica/efeitos adversos , Coledocolitíase/cirurgia , Feminino , Doenças da Vesícula Biliar/cirurgia , Hospitalização , Humanos , Estudos Retrospectivos , Padrão de Cuidado
6.
J Surg Res ; 277: 365-371, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35569214

RESUMO

INTRODUCTION: Retained-hemothorax after trauma can be associated with prolonged hospitalization, empyema, pneumonia, readmission, and the need for additional intervention. The purpose of this study is to reduce patient morbidity associated with retained-hemothorax by defining readmission rates and identifying predictors of readmission after traumatic hemothorax. METHODS: The Nationwide Readmission Database for 2017 was queried for patients with an index admission for traumatic hemothorax during the first 9 mo of the year. Deaths during the index admission were excluded. Data collected includes demographics, injury mechanism, outcomes and interventions including chest tube, video-assisted thoracoscopic surgery, and thoracotomy. Chest-related readmissions (CRR) were defined as hemothorax, pleural effusion, pyothorax, and lung abscess. Univariate and multivariate analysis were used to identify predictors of readmission. RESULTS: There were 13,903 patients admitted during the study period with a mean age of 53 ± 21, 75.2% were admitted after blunt versus 18.3% penetrating injury. The overall 90-day readmission rate was 20.8% (n = 2896). The 90-day CRR rate was 5.7% (n = 794), with 80.5% of these occurring within 30 d. Of all CRR, 62.3% (n = 495) required an intervention (chest tube 72.7%, Thoracotomy 26.9%, video-assisted thoracoscopic surgery 0.4%). Mortality for CRR was 6.2%. Predictors for CRR were age >50, pyothorax or pleural effusion during the index admission and discharge to another healthcare facility or skilled nursing facility. CONCLUSIONS: Majority of CRR after traumatic hemothorax occur within 30 d of discharge and frequently require invasive intervention. These findings can be used to improve post discharge follow-up and monitoring.


Assuntos
Empiema Pleural , Derrame Pleural , Traumatismos Torácicos , Assistência ao Convalescente , Empiema Pleural/complicações , Hemotórax/epidemiologia , Hemotórax/etiologia , Hemotórax/terapia , Humanos , Alta do Paciente , Readmissão do Paciente , Derrame Pleural/epidemiologia , Derrame Pleural/etiologia , Derrame Pleural/terapia , Estudos Retrospectivos , Traumatismos Torácicos/cirurgia , Traumatismos Torácicos/terapia
7.
J Trauma Acute Care Surg ; 92(6): 997-1004, 2022 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-35609289

RESUMO

BACKGROUND: Tourniquet use for extremity hemorrhage control has seen a recent increase in civilian usage. Previous retrospective studies demonstrated that tourniquets improve outcomes for major extremity trauma (MET). No prospective study has been conducted to date. The objective of this study was to evaluate outcomes in MET patients with prehospital tourniquet use. We hypothesized that prehospital tourniquet use in MET decreases the incidence of patients arriving to the trauma center in shock. METHODS: Data were collected prospectively for adult patients with MET at 26 Level I and 3 Level II trauma centers from 2015 to 2020. Limbs with tourniquets applied in the prehospital setting were included in the tourniquet group and limbs without prehospital tourniquets were enrolled in the control group. RESULTS: A total of 1,392 injured limbs were enrolled with 1,130 tourniquets, including 962 prehospital tourniquets. The control group consisted of 262 limbs without prehospital tourniquets and 88 with tourniquets placed upon hospital arrival. Prehospital improvised tourniquets were placed in 42 patients. Tourniquets effectively controlled bleeding in 87.7% of limbs. Tourniquet and control groups were similarly matched for demographics, Injury Severity Score, and prehospital vital signs (p > 0.05). Despite higher limb injury severity, patients in the tourniquet group were less likely to arrive in shock compared with the control group (13.0% vs. 17.4%, p = 0.04). The incidence of limb complications was not significantly higher in the tourniquet group (p > 0.05). CONCLUSION: This study is the first prospective analysis of prehospital tourniquet use for civilian extremity trauma. Prehospital tourniquet application was associated with decreased incidence of arrival in shock without increasing limb complications. We found widespread tourniquet use, high effectiveness, and a low number of improvised tourniquets. This study provides further evidence that tourniquets are being widely and safely adopted to improve outcomes in civilians with MET. LEVEL OF EVIDENCE: Therapeutic/Care Management; Level IV.


Assuntos
Serviços Médicos de Emergência , Extremidades/lesões , Hemorragia/prevenção & controle , Torniquetes , Adulto , Hemorragia/etiologia , Hemorragia/terapia , Humanos , Estudos Prospectivos , Estudos Retrospectivos , Choque/prevenção & controle , Torniquetes/efeitos adversos , Centros de Traumatologia , Ferimentos e Lesões/complicações
8.
J Trauma Acute Care Surg ; 93(2): 200-208, 2022 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-35444148

RESUMO

BACKGROUND: Injury is the leading cause of death in patients aged 1 to 45 years and contributes to a significant public health burden for individuals of all ages. To achieve zero preventable deaths and disability after injury, the National Academies of Science, Engineering and Medicine called for the development of a National Trauma Research Action Plan to improve outcomes for military and civilian trauma patients. Because rapid resuscitation and prompt identification and treatment of injuries are critical in achieving optimal outcomes, a panel of experts was convened to generate high-priority research questions in the areas of acute resuscitation, initial evaluation, imaging, and definitive management on injury. METHODS: Forty-three subject matter experts in trauma care and injury research were recruited to perform a gap analysis of current literature and prioritize unanswered research questions using a consensus-driven Delphi survey approach. Four Delphi rounds were conducted to generate research questions and prioritize them using a 9-point Likert scale. Research questions were stratified as low, medium, or high priority, with consensus defined as ≥60% of panelists agreeing on the priority category. Research questions were coded using a taxonomy of 118 research concepts that were standard across all National Trauma Research Action Plan panels. RESULTS: There were 1,422 questions generated, of which 992 (69.8%) reached consensus. Of the questions reaching consensus, 327 (33.0%) were given high priority, 621 (62.6%) medium priority, and 44 (4.4%) low priority. Pharmaceutical intervention and fluid/blood product resuscitation were most frequently scored as high-priority intervention concepts. Research questions related to traumatic brain injury, vascular injury, pelvic fracture, and venous thromboembolism prophylaxis were highly prioritized. CONCLUSION: This research gap analysis identified more than 300 high-priority research questions within the broad category of Acute Resuscitation, Initial Evaluation, Imaging, and Definitive Management. Research funding should be prioritized to address these high-priority topics in the future.


Assuntos
Projetos de Pesquisa , Ressuscitação , Consenso , Técnica Delphi , Hidratação , Humanos
10.
J Trauma Acute Care Surg ; 93(4): 482-487, 2022 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-35343924

RESUMO

BACKGROUND: Geographic information systems (GIS) have been used to understand relationships between trauma mechanisms, locations, and social determinants for injury prevention. We hypothesized that GIS analysis of trauma center registry data for assault patients aged 14 years to 29 years with census tract data would identify geospatial and structural determinants of youth violence. METHODS: Admissions to a Level I trauma center from 2010 to 2019 were retrospectively reviewed to identify assaults in those 14 years to 29 years. Prisoners were excluded. Home and injury scene addresses were geocoded. Cluster analysis was performed with the Moran I test for spatial autocorrelation. Census tract comparisons were done using American Communities Survey (ACS) data by t-test and linear regression. RESULTS: There were 1,608 admissions, 1,517 (92.4%) had complete addresses and were included in the analysis. Mean age was 23 ± 3.8 years, mean ISS was 7.5 ± 6.2, there were 11 (0.7%) in-hospital deaths. Clusters in six areas of the trauma catchment were identified with a Moran I value of 0.24 ( Z score = 17.4, p < 0.001). Linear regression of American Communities Survey demographics showed predictors of assault were unemployment (odds ratio, 4.5; 95% confidence interval, 2.7-6.4; p < 0.001), Spanish spoken at home (odds ratio, 6.6; 95% confidence interval, 3.4-9.8; p < 0.001) and poverty level (odds ratio, 1.9; 95% confidence interval, 1.1-2.7; p < 0.001). Education level of less than high school diploma, single parent households and race were not significant predictors. CONCLUSION: GIS analysis of registry data can identify high-risk areas for youth violence and correlated social and structural determinants. Violence prevention efforts can be better targeted geographically and socioeconomically with better understanding of these risk factors. LEVEL OF EVIDENCE: Prognostic/Epidemiological; Level III.


Assuntos
Vítimas de Crime , Violência , Adolescente , Adulto , Humanos , Sistema de Registros , Estudos Retrospectivos , Centros de Traumatologia , Violência/prevenção & controle , Adulto Jovem
11.
Surgery ; 171(5): 1417-1421, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-34857387

RESUMO

BACKGROUND: Hemorrhage due to delayed splenic rupture is a potentially fatal complication of nonoperative management of splenic injuries. Suboptimal postdischarge follow-up has made measuring the incidence of failed splenic salvage challenging. We hypothesized that readmission after splenic salvage is rare; however, readmissions for splenic conditions would be associated with a high rate of splenectomy. METHODS: The National Readmission Database for 2016 and 2017 was queried for trauma admissions with the International Classification of Diseases 10th revision codes for splenic injury. Patients with missing discharge disposition, discharge to a short-term hospital, death during index admission, or admitted in December were excluded. The primary endpoint was nonelective 30-day readmission for splenic diagnoses after nonoperative management during the index admission. Outcomes collected included transfusions, complications, interventions at readmission, and mortality. RESULTS: There were 22,736 patients admitted for a traumatic splenic injury; 15,596 (68.6%) underwent no intervention, 2,261 (9.9%) were treated with embolization only, and 4,509 (19.8%) underwent splenectomy. The overall 30-day readmission rate was 8.4%, whereas the spleen-related readmission rate was 2.0%. For those treated with embolization or no intervention, the spleen-related 30-day readmission rate was 2.4%, with the majority (69.4%) occurring within 7 days of discharge. The most common complications were pleural effusion (23.0%), sepsis (4.4%), splenic abscess (3.9%), and splenic infarct (3.0%). Those patients readmitted for spleen-related diagnoses after undergoing splenic salvage during the index admission had a 22.3% rate of splenectomy and mortality of 1.6%. CONCLUSION: Readmission after splenic salvage is rare, with the majority presenting within 1 week of discharge. However, of those readmitted for spleen injury-related diagnoses there was a high rate of splenectomy. Patients managed with splenic salvage should be counseled on the risk of potential failure and need for readmission and operation after discharge.


Assuntos
Embolização Terapêutica , Esplenopatias , Ferimentos não Penetrantes , Assistência ao Convalescente , Humanos , Alta do Paciente , Readmissão do Paciente , Estudos Retrospectivos , Esplenectomia , Esplenopatias/etiologia , Esplenopatias/cirurgia , Ferimentos não Penetrantes/terapia
12.
J Trauma Acute Care Surg ; 92(1): 74-80, 2022 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-34932043

RESUMO

INTRODUCTION: Patient outcome prediction models are underused in clinical practice because of lack of integration with real-time patient data. The electronic health record (EHR) has the ability to use machine learning (ML) to develop predictive models. While an EHR ML model has been developed to predict clinical deterioration, it has yet to be validated for use in trauma. We hypothesized that the Epic Deterioration Index (EDI) would predict mortality and unplanned intensive care unit (ICU) admission in trauma patients. METHODS: A retrospective analysis of a trauma registry was used to identify patients admitted to a level 1 trauma center for >24 hours from October 2019 to July 2020. We evaluated the performance of the EDI, which is constructed from 125 objective patient measures within the EHR, in predicting mortality and unplanned ICU admissions. We performed a 5 to 1 match on age because it is a major component of EDI, then examined the area under the receiver operating characteristic curve (AUROC), and benchmarked it against Injury Severity Score (ISS) and new injury severity score (NISS). RESULTS: The study cohort consisted of 1,325 patients admitted with a mean age of 52.5 years and 91% following blunt injury. The in-hospital mortality rate was 2%, and unplanned ICU admission rate was 2.6%. In predicting mortality, the maximum EDI within 24 hours of admission had an AUROC of 0.98 compared with 0.89 of ISS and 0.91 of NISS. For unplanned ICU admission, the EDI slope within 24 hours of ICU admission had a modest performance with an AUROC of 0.66. CONCLUSION: Epic Deterioration Index appears to perform strongly in predicting in-patient mortality similarly to ISS and NISS. In addition, it can be used to predict unplanned ICU admissions. This study helps validate the use of this real-time EHR ML-based tool, suggesting that EDI should be incorporated into the daily care of trauma patients. LEVEL OF EVIDENCE: Prognostic, level III.


Assuntos
Cuidados Críticos , Registros Eletrônicos de Saúde/estatística & dados numéricos , Aprendizado de Máquina , Ferimentos e Lesões , Cuidados Críticos/métodos , Cuidados Críticos/estatística & dados numéricos , Feminino , Mortalidade Hospitalar , Humanos , Escala de Gravidade do Ferimento , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Prognóstico , Sistema de Registros/estatística & dados numéricos , Medição de Risco/métodos , Medição de Risco/estatística & dados numéricos , Estados Unidos/epidemiologia , Ferimentos e Lesões/diagnóstico , Ferimentos e Lesões/mortalidade , Ferimentos e Lesões/terapia
13.
Trauma Surg Acute Care Open ; 6(1): e000736, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34786487

RESUMO

BACKGROUND: Eleven states have instituted laws allowing recreational cannabis use leading to growing public health concerns surrounding the effects of cannabis intoxication on driving safety. We hypothesized that after the 2016 legalization of cannabis in California, the use among vehicular injury patients would increase and be associated with increased injury severity. METHODS: San Diego County's five adult trauma center registries in were queried from January 2010 to June 2018 for motor vehicle or motorcycle crash patients with completed toxicology screens. Patients were stratified as toxicology negative (TOX-), positive for only THC (THC+), only blood alcohol >0.08% (ETOH+), THC+ETOH, or THC+ with any combination with methamphetamine or cocaine (M/C). County medical examiner data were reviewed to characterize THC use in those with deaths at the scene of injury. RESULTS: Of the 11,491 patients identified, there were 61.6% TOX-, 11.7% THC+, 13.7% ETOH+, 5.0% THC+ETOH, and 7.9% M/C. THC+ increased from 7.3% to 14.8% over the study period and peaked at 14.9% post-legalization in 2017. Compared with TOX- patients, THC+ patients were more likely to be male and younger. THC+ patients were also less likely to wear seatbelts (8.5% vs 14.3%, p<0.001) and had increased mean Injury Severity Score (8.4±9.4 vs 9.0±9.9, p<0.001) when compared with TOX- patients. There was no difference in in-hospital mortality between groups. From the medical examiner data of the 777 deaths on scene, 27% were THC+. DISCUSSION: THC+ toxicology screens in vehicular injury patients peaked after the 2016 legalization of cannabis. Public education on the risks of driving under the influence of cannabis should be a component of injury prevention initiatives. LEVEL OF EVIDENCE: III, Prognostic.

14.
Surgery ; 170(2): 623-627, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33781587

RESUMO

BACKGROUND: Patients on antithrombotic medications presenting with blunt trauma are at risk for delayed intracranial hemorrhage. We hypothesized that clinically significant delayed intracranial hemorrhage is rare in patients presenting on antithrombotic medications and therefore routine, repeat head computed tomography imaging is not a cost-effective practice to monitor for delayed intracranial hemorrhage. METHODS: Patients presenting to our institution on antithrombotic (anticoagulant and antiplatelet) medications during a 5-y period from January 2014 through March 2019 who underwent a head computed tomography for blunt trauma were identified in our trauma registry. Patients with an initial negative head computed tomography underwent repeat imaging 6 h after their initial head computed tomography. Patient demographics, antithrombotic medication, international normalized ratio, Glasgow Coma Score, clinical change in neurologic status, and need for neurosurgical intervention were collected. RESULTS: Our institution evaluated 1,676 patients on antithrombotic therapy with blunt trauma. The initial head computed tomography was negative in 1,377 patients (82.0%). Of those with an initial negative head computed tomography, 12 patients (0.9%) developed an intracranial hemorrhage that was identified on the second head computed tomography. Delayed intracranial hemorrhage included 6 patients with intraventricular hemorrhage, 3 with subdural hematoma, 2 with subarachnoid hemorrhage, and 1 with an intraparenchymal hemorrhage. None of the patients with delayed intracranial hemorrhage developed a change in neurologic status, required an intracranial pressure monitor, or underwent neurosurgical intervention. The estimated total direct cost of the negative head computed tomography scans was $926,247. CONCLUSION: Clinically significant delayed intracranial hemorrhage is rare in trauma patients on antithrombotic therapy, with an initial negative head computed tomography. Routine repeat head computed tomography imaging in patients with a negative scan on admission is not cost-effective.


Assuntos
Anticoagulantes/uso terapêutico , Traumatismos Cranianos Fechados/complicações , Traumatismos Cranianos Fechados/diagnóstico por imagem , Hemorragias Intracranianas/diagnóstico por imagem , Hemorragias Intracranianas/epidemiologia , Tomografia Computadorizada por Raios X/economia , Idoso , Idoso de 80 Anos ou mais , Análise Custo-Benefício , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Inibidores da Agregação Plaquetária/uso terapêutico , Estudos Retrospectivos , Fatores de Tempo
15.
J Trauma Acute Care Surg ; 90(4): 631-640, 2021 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-33443983

RESUMO

BACKGROUND: Trauma registries are used to identify modifiable injury risk factors for trauma prevention efforts. However, these may miss factors useful for prevention of bicycle-automobile collisions, such as vehicle speeds, driver intoxication, street conditions, and neighborhood characteristics. We hypothesize that (GIS) analysis of trauma registry data matched with a traffic accident database could identify risk factors for bicycle-automobile injuries and better inform injury prevention efforts. METHODS: The trauma registry of a US Level I trauma center was used retrospectively to identify bicycle-motor vehicle collision admissions from January 1, 2010, to December 31, 2018. Data collected included demographics, vitals, injury severity scores, toxicology, helmet use, and mortality.Matching with the Statewide Integrated Traffic Records System was done to provide collision, victim and GIS information. The GIS mapping of collisions was done with census tract data including poverty level scoring. Incident hot spot analysis to identify statistically significant incident clusters was done using the Getis Ord Gi* statistic. RESULTS: Of 25,535 registry admissions, 531 (2.1%) were bicyclists struck by automobiles, 425 (80.0%) were matched to Statewide Integrated Traffic Records System. Younger age (odds ratio [OR], 1.026; 95% confidence interval [CI], 1.013-1.040, p < 0.001), higher census tract poverty level percentage (OR, 0.976; 95% CI, 0.959-0.993, p = 0.007), and high school or less education (OR, 0.60; 95 CI, 0.381-0.968; p = 0.036) were predictive of not wearing a helmet. Higher census tract poverty level percentage (OR, 1.019; 95% CI, 1.004-1.034; p = 0.012) but not educational level was predictive of toxicology positive-bicyclists in automobile collisions. Geographic information systems analysis identified hot spots in the catchment area for toxicology-positive bicyclists and lack of helmet use. CONCLUSION: Combining trauma registry data and matched traffic accident records data with GIS analysis identifies additional risk factors for bicyclist injury. Trauma centers should champion efforts to prospectively link public traffic accident data to their trauma registries. LEVEL OF EVIDENCE: Prognostic and Epidemiological, level III.


Assuntos
Acidentes de Trânsito/estatística & dados numéricos , Ciclismo/lesões , Sistemas de Informação Geográfica , Sistema de Registros , Ferimentos e Lesões/epidemiologia , Acidentes de Trânsito/prevenção & controle , Adulto , Feminino , Hospitalização/estatística & dados numéricos , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Centros de Traumatologia/estatística & dados numéricos , Ferimentos e Lesões/prevenção & controle , Adulto Jovem
16.
J Surg Res ; 257: 356-362, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-32892131

RESUMO

BACKGROUND: Gallbladder disease frequently requires emergency general surgery (EGS). The Affordable Care Act (ACA) mandated health insurance coverage for all with the intent to improve access to care and decrease morbidity, mortality, and costs. We hypothesize that after the ACA open-enrollment in 2014 the number of EGS cholecystectomies decreased as access to care improved with a shift in EGS cholecystectomies to teaching institutions. METHODS: A retrospective review of the National Inpatient Sample Database from 2012 to quarter 3 of 2015 was performed. Patients age 18-64, with a nonelective admission for gallbladder disease based on ICD-9 codes, were collected. Outcomes measured included cholecystectomy, complications, mortality, and wage index-adjusted costs. The effect of the ACA was determined by comparing preACA to postACA years. RESULTS: 189,023 patients were identified. In the postACA period the payer distribution for admissions decreased for Self-pay (19.3% to 13.6%, P < 0.001), Medicaid increased (26.3% to 34.0%, P < 0.001) and Private insurance was unchanged (48.6% to 48.7%, P = 0.946). PostACA, admissions to teaching hospitals increased across all payer types, EGS cholecystectomies decreased, while complications increased, and mortality was unchanged. Median costs increased significantly for Medicaid and Private insurance while Self-pay was unchanged. Based on adjusted DID analyses for Insured compared to Self-pay patients, EGS cholecystectomies decreased (-2.7% versus -1.21%, P = 0.033) and median cost increased more rapidly (+$625 versus +$166, P = 0.017). CONCLUSIONS: The ACA has changed EGS, shifting the majority of patients to teaching institutions despite insurance type and decreasing the need for EGS cholecystectomy. The trend toward higher complication rate with increased overall cost requires attention.


Assuntos
Colecistectomia/estatística & dados numéricos , Tratamento de Emergência/estatística & dados numéricos , Hospitais de Ensino/estatística & dados numéricos , Patient Protection and Affordable Care Act , Padrões de Prática Médica/estatística & dados numéricos , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Complicações Pós-Operatórias/epidemiologia , Estados Unidos/epidemiologia
17.
Trauma Surg Acute Care Open ; 5(1): e000422, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32154381

RESUMO

As trauma surgeons, we focus on the immediate care and needs of the injured patient every day. Historically, trauma and injury research has focused on outcomes such as mortality, complications, and length of stay; and process metrics such as time to CT scan, resuscitation checklist frequencies, or venous thromboembolism prophylaxis rates. These outcomes are perceived by healthcare providers to be important, but patients likely have different perceptions of what outcomes are most important to measure and improve. True patient-centered outcomes research involves the healthcare providers, and the entire team of stakeholders including patients and the community. Understanding the process of stakeholder engagement and the barriers trauma researchers must overcome to effectively enter this field of research is important. This summary aims to inform the trauma research community on the basics of patient-centered outcomes research, priorities for funding from the Patient-Centered Outcomes Research Institute, resources for collaboration around patient-centered outcomes research, and a unique career development and training opportunity for early career trauma surgeons to develop a skill set in patient-centered outcomes research.

18.
Am J Surg ; 218(6): 1102-1109, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31607385

RESUMO

BACKGROUND: The Affordable Care Act (ACA) increased Medicaid coverage of Emergency General Surgery (EGS). We hypothesized that despite the ACA, racial and geographic disparities persisted for EGS admissions. METHODS: The Nationwide Inpatient Sample was queried from 2012 through Q3 of 2015 for Non-Medicare patient EGS admissions. Difference-in-Differences analyses (DID) compared payors, complications, mortality and costs in pre-ACA years (2012-2013) and post-ACA years (2014-2015Q3). RESULTS: EGS cases fell 9.1% from 1,711,940 to 1,555,033 NIS-weighted cases. Hispanics were still most likely to be uninsured but had improved coverage (OR 0.92, 95% CI: 0.88-0.96, p < 0.001). Risk of uninsured EGS admissions from the South region persisted (OR 1.52, 95% CI: 1.46-1.58, p < 0.001). Uninsured EGS patients had higher DID increased mortality than insured patients (0.31% higher, P = 0.003). Insured group DID costs increased more rapidly than in self-pay Patients (6.0% higher, P = 0.008) CONCLUSIONS: Post ACA, risk of uninsured EGS admissions remained highest in the South, in males, and Hispanics.


Assuntos
Serviço Hospitalar de Emergência , Cirurgia Geral , Pessoas sem Cobertura de Seguro de Saúde , Admissão do Paciente , Adulto , Feminino , Custos Hospitalares , Mortalidade Hospitalar , Humanos , Masculino , Patient Protection and Affordable Care Act , Estudos Retrospectivos , Estados Unidos
19.
Burns ; 45(4): 818-824, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30827851

RESUMO

INTRODUCTION: Patients recovering from burn injury are at high risk of developing deep venous thrombosis (DVT). While 30-mg twice-daily enoxaparin is accepted as the standard prophylactic dose, recent evidence in injured patients suggests this dosing strategy may result in sub-optimal pharmacologic DVT prophylaxis. We hypothesized that standard enoxaparin dosing would result in inadequate DVT prophylaxis in burn patients. METHODS: A retrospective review of an ABA-verified Burn center's registry from January 2012 - December 2016 identified patients with peak plasma anti-Xa levels to monitor the efficacy of pharmacologic DVT prophylaxis. Patients ≥18 years old were included if they received at least 3 doses of enoxaparin and had appropriately timed peak anti-Xa levels. We analyzed data including patient demographics, body weight, body mass index (BMI) and total body surface area burn (TBSA). Diagnosis of DVT was collected. RESULTS: During the study period, 393 patients were screened with a plasma anti-Xa levels. Of the 157 patients that met inclusion criteria, 81 (51.6%) achieved target peak plasma anti-Xa levels (0.2-0.4 IU/mL) on standard 30-mg twice-daily prophylactic enoxaparin and 76 (48.4%) had sub-prophylactic levels. Sub-prophylactic patients were more likely to be male, have increased body weight and elevated BMI. 49 of the 76 sub-prophylactic patients received a dose-adjustment in order to reach target anti-Xa levels; 37 patients required 40mg twice-daily, 10 required 50mg twice-daily and 2 required 60mg twice-daily. The overall DVT rate was 3.8%. CONCLUSIONS: The current recommended prophylactic dose of 30-mg twice-daily enoxaparin is inadequate in many burn patients. Alternate dosing strategies should be considered to increase the number of burn patients achieving target prophylactic anti-Xa levels. Determining whether prophylactic enoxaparin dose adjustment decreases DVT rates in burn injured patients should be evaluated in future prospective trials.


Assuntos
Anticoagulantes/administração & dosagem , Queimaduras/terapia , Enoxaparina/administração & dosagem , Fator Xa/metabolismo , Trombose Venosa/prevenção & controle , Adulto , Idoso , Testes de Coagulação Sanguínea , Índice de Massa Corporal , Peso Corporal , Queimaduras/sangue , Quimioprevenção , Relação Dose-Resposta a Droga , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Fatores Sexuais , Trombose Venosa/sangue , Adulto Jovem
20.
Am J Surg ; 217(6): 1055-1059, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30448210

RESUMO

BACKGROUND: The Affordable Care Act (ACA) dramatically changed the healthcare system in the United States. This study aims to analyze the impact of the ACA on general surgery clinic visits and resultant procedures. METHODS: A retrospective review was conducted on new patients who presented to the elective general surgery clinic at an academic medical center between Jan. 1, 2012 and Dec. 31, 2015. Based on the open enrollment start date of Jan.1, 2014 patients were divided into pre-ACA and post-ACA periods. Data on demographics, type of insurance, missed appointments, and elective surgical procedures performed were collected. RESULTS: Medi-Cal insurance coverage increased post-ACA from 20.9% to 56.7%, p < 0.001; self-pay status went from 9.8% to 0%. There were 296 (35.4%) surgical procedures performed pre-ACA and 347 (37.1%) post-ACA (p = 0.445). Missed clinic visits decreased after implementation of the ACA, with 26.8% no-shows pre-ACA and 20.7% no-shows post-ACA (p = 0.003). CONCLUSION: The ACA had a profound impact on the general surgery clinic with fewer uninsured patients, fewer no-shows and a modest increase in the number of procedures performed. SUMMARY: In 2014 the Affordable Care Act mandate was implemented. This legislation impacted healthcare by significantly decreasing the number of uninsured patients and increasing overall volume in one general surgery clinic.


Assuntos
Procedimentos Cirúrgicos Eletivos/tendências , Cirurgia Geral/tendências , Acessibilidade aos Serviços de Saúde/tendências , Patient Protection and Affordable Care Act , Utilização de Procedimentos e Técnicas/tendências , Adulto , Idoso , Feminino , Acessibilidade aos Serviços de Saúde/legislação & jurisprudência , Humanos , Modelos Logísticos , Masculino , Pessoas sem Cobertura de Seguro de Saúde/estatística & dados numéricos , Pessoa de Meia-Idade , Estudos Retrospectivos , Estados Unidos
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