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Introduction: Whole blood (WB) transfusion represents a promising resuscitation strategy for trauma patients. However, a paucity of data surrounding the optimal incorporation of WB into resuscitation strategies persists. We hypothesized that traumatically injured patients who received a greater proportion of WB compared with blood product components during their resuscitative efforts would have improved early mortality outcomes and decreased transfusion requirements compared with those who received a greater proportion of blood product components. Methods: Retrospective review from our Level 1 trauma center of trauma patients during their initial resuscitation (2019-2022) was performed. WB to packed red blood cell ratios (WB:RBC) were assigned to patients based on their respective blood product resuscitation at 1, 2, 3, and 24 hours from presentation. Multivariable regression models were constructed to assess the relationship of WB:RBC to 4 and 24-hour mortality, and 24-hour transfusion requirements. Results: 390 patients were evaluated (79% male, median age of 33 years old, 48% penetrating injury rate, and a median Injury Severity Score of 27). Overall mortality at 4 hours was 9%, while 24-hour mortality was 12%. A significantly decreased 4-hour mortality was demonstrated in patients who displayed a WB:RBC≥1 at 1 hour (5.9% vs. 12.3%; OR 0.17, p=0.015), 2 hours (5.5% vs. 13%; OR 0.16, p=0.019), and 3 hours (5.5% vs. 13%, OR 0.18, p<0.01), while a decreased 24-hour mortality was displayed in those with a WB:RBC≥1 at 24 hours (7.9% vs. 14.6%, OR 0.21, p=0.01). Overall 24-hour transfusion requirements were significantly decreased within the WB:RBC≥1 cohort (12.1 units vs. 24.4 units, p<0.01). Conclusion: Preferential WB transfusion compared with a balanced transfusion strategy during the early resuscitative period was associated with a lower 4 and 24-hour mortality, as well as decreased 24-hour transfusion requirements, in trauma patients. Future prospective studies are warranted to determine the optimal use of WB in trauma. Level of evidence: Level III/therapeutic.
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Introduction: Medical readiness is of paramount concern for active-duty military providers. Low volumes of complex trauma in military treatment facilities has driven the armed forces to embed surgeons in high-volume civilian centers to maintain clinical readiness. It is unclear what impact this strategy may have on patient outcomes in these centers. We sought to compare emergent trauma laparotomy (ETL) outcomes between active-duty Air Force Special Operations Surgical Team (SOST) general surgeons and civilian faculty at an American College of Surgeons verified level 1 trauma center with a well-established military-civilian partnership. Methods: Retrospective review of a prospectively maintained, single-center database of ETL from 2019 to 2022 was performed. ETL was defined as laparotomy from trauma bay within 90 min of patient arrival. The primary outcome was to assess for all-cause mortality differences at multiple time points. Results: 514 ETL were performed during the study period. 22% (113 of 514) of patients were hypotensive (systolic blood pressure ≤90 mm Hg) on arrival. Six SOST surgeons performed 43 ETL compared with 471 ETL by civilian faculty. There were no differences in median ED length of stay (27 min vs 22 min; p=0.21), but operative duration was significantly longer for SOST surgeons (129 min vs 110 min; p=0.01). There were no differences in intraoperative (5% vs 2%; p=0.30), 6-hour (3% vs 5%; p=0.64), 24-hour (5% vs 5%; p=1.0), or in-hospital mortality rates (5% vs 8%; p=0.56) between SOST and civilian surgeons. SOST surgeons did not significantly impact the odds of 24-hour mortality on multivariable analysis (OR 0.78; 95% CI 0.10, 6.09). Conclusion: Trauma-related mortality for patients undergoing ETL was not impacted by SOST surgeons when compared with their civilian counterparts. Military surgeons may benefit from the valuable clinical experience and mentorship of experienced civilian trauma surgeons at high volume trauma centers without creating a deficit in the quality of care provided. Level of evidence: Level IV, therapeutic/care management.
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Introduction: Graduate Medical Education plays a critical role in training the next generation of military physicians, ensuring they are ready to uphold the dual professional requirements inherent to being both a military officer and a military physician. This involves executing the operational duties as a commissioned leader while also providing exceptional medical care in austere environments and in harm's way. The purpose of this study is to review prior efforts at developing and implementing military unique curricula (MUC) in residency training programs. Methods: We performed a literature search in PubMed (MEDLINE), Embase, Web of Science, and the Defense Technical Information Center through August 8, 2023, including terms "graduate medical education" and "military." We included articles if they specifically addressed military curricula in residency with terms including "residency and operational" or "readiness training", "military program", or "military curriculum". Results: We identified 1455 articles based on title and abstract initially and fully reviewed 111. We determined that 64 articles met our inclusion criteria by describing the history or context of MUC, surveys supporting MUC, or military programs or curricula incorporated into residency training or military-specific residency programs. Conclusion: We found that although there have been multiple attempts at establishing MUC across training programs, it is difficult to create a uniform curriculum that can be implemented to train residents to a single standard across services and specialties.
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Thromboangiitis obliterans, or Buerger's disease, is a relatively rare nonatherosclerotic, segmental inflammatory and obliterative vascular disease that affects the small- and medium-sized arteries, veins, and nerves. In the acute phase, the lesion presents as an inflammatory, nonsuppurative panarteritis or panphlebitis with vascular thrombosis without necrosis. In the late stage of the disease, the thrombus becomes organized leading to varying degrees of recanalization and subsequent gangrene and amputation. There have been rare reports of thromboangiitis obliterans with involvement of the gastrointestinal trace and even more unusual is the occurrence of this manifestation of disease in women. Here, we report a case of a 45-year-old female patient with a history of thromboangiitis obliterans who presented with ischemic colitis.
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BACKGROUND: At the University of Alabama at Birmingham (UAB), a multi-tiered military-civilian partnership (MCP) has evolved since 2006. We aimed to outline this model to facilitate potential replication nationally. METHODS: We performed a comprehensive review of the partnership between UAB, the United States Air Force Special Operations Command, and the Department of Defense (DoD) reviewing key documents and conducting interviews with providers. As a purely descriptive study, this project did not involve any patient data acquisition or analysis and therefore was exempt from institutional review board approval per institutional policy. RESULTS: At the time of this review, six core programs existed targeting training, clinical proficiency, and research. Training: (1) The Special Operations Center for Medical Integration and Development trains up to 144 combat medics yearly. (2) UAB trains one integrated military Surgery resident yearly with two additional civilian-sponsored military residents in Emergency Medicine. (3) UAB's Surgical Critical Care Fellowship had one National Guard member with two incoming Active-Duty, one Reservist and one prior service member in August 2022. Clinical Proficiency: (4) UAB hosts four permanently assigned United States Air Force Special Operations Command Special Operations Surgical Teams composed of general surgeons, anesthesiologists, certified registered nurse anesthetists, surgical technologists, emergency physicians, critical care registered nurses, and respiratory therapists totaling 24 permanently assigned active-duty health care professionals. (5) In addition, two fellowship-trained Air Force Trauma Critical Care Surgeons, one Active-Duty and one Reservist, are permanently assigned to UAB. These clinicians participate fully and independently in the routine care of patients alongside their civilian counterparts. Research: (6) UAB's Division of Trauma and Acute Care Surgery is currently conducting nine DoD-funded research projects totaling $6,482,790, and four research projects with military relevance funded by other agencies totaling $15,357,191. CONCLUSION: The collaboration between UAB and various elements within the DoD illustrates a comprehensive approach to MCP. Replicating appropriate components of this model nationally may aid in the development of a truly integrated trauma system best prepared for the challenges of the future. LEVEL OF EVIDENCE: Economic and Value-based Evaluations; Level IV.
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Militares , Cirurgiões , Humanos , Estados Unidos , Cuidados Críticos , Pessoal de Saúde , Pessoal Técnico de SaúdeRESUMO
INTRODUCTION: The use of antiplatelet (AP) and anticoagulation (AC) therapy after autogenous vein repair of traumatic arterial injury is controversial. The hypothesis in this study was that there is no difference in early postoperative outcomes regardless of whether AC, AP, both, or neither are used. METHODS: The American Association for the Surgery of Trauma (AAST) PROspective Observational Vascular Injury Treatment (PROOVIT) registry was queried from November, 2013, to January, 2019, for arterial injuries repaired with a vein graft. Demographics and injury characteristics were compared. Need for in-hospital reoperation was the primary outcome in this four-arm study, assessed with two ordinal logistic regression models (1. no therapy vs. AC only vs. AC and AP; 2. no therapy vs. AP only vs. AC and AP). RESULTS: 373 patients (52 no therapy, 88 AP only, 77 AC only, 156 both) from 19 centers with recorded Injury Severity Scores (ISS) were identified. Patients who received no therapy were younger than those who received AP (27.0 vs. 34.2, p = 0.02), had higher transfusion requirement (p < 0.01 between all groups) and a different distribution of anatomic injury (p < 0.01). After controlling for age, sex, ISS, platelet count, hemoglobin, pH, lactate, INR, transfusion requirement and anatomic location, there was no association with postoperative medical therapy and in-hospital operative reintervention, or any secondary outcome, including thrombosis (p = 0.67, p = 0.22). CONCLUSIONS: Neither AC nor AP alone, nor in combination, impact complication rate after arterial repair with autologous vein. These patients can be safely treated with or without antithrombotics, recognizing that this study did not demonstrate a beneficial effect.
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Lesões do Sistema Vascular , Humanos , Lesões do Sistema Vascular/cirurgia , Procedimentos Cirúrgicos Vasculares , Artérias/cirurgia , Estudos Prospectivos , Anticoagulantes , Resultado do Tratamento , Estudos RetrospectivosRESUMO
INTRODUCTION: Injuries to the inferior vena cava (IVC), while uncommon, have a high mortality despite modern advances. The goal of this study is to describe the diagnosis and management in the largest available prospective data set of vascular injuries across anatomic levels of IVC injury. METHODS: The American Association for the Surgery of Trauma PROspective Observational Vascular Injury Treatment (PROOVIT) registry was queried from November 2013 to January 2019. Demographics, diagnostic modalities, injury patterns, and management strategies were recorded and analyzed. Comparisons between anatomic levels were made using non-parametric Wilcoxon rank-sum statistics. RESULTS: 140 patients from 19 institutions were identified; median age was 30 years old (IQR 23-41), 75% were male, and 62% had penetrating mechanism. The suprarenal IVC group was associated with blunt mechanism (53% vs 32%, P = .02), had lower admission systolic blood pressure, pH, Glasgow Coma Scale (GCS), and higher ISS and thorax and abdomen AIS than the infrarenal injury group. Injuries were managed with open repair (70%) and ligation (30% overall; infrarenal 37% vs suprarenal 13%, P = .01). Endovascular therapy was used in 2% of cases. Overall mortality was 42% (infrarenal 33% vs suprarenal 66%, P<.001). Among survivors, there was no difference in first 24-hour PRBC transfusion requirement, or hospital or ICU length of stay. CONCLUSIONS: Current PROOVIT registry data demonstrate continued use of ligation extending to the suprarenal IVC, limited adoption of endovascular management, and no dramatic increase in overall survival compared to previously published studies. Survival is likely related to IVC injury location and total injury burden.
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Traumatismos Abdominais , Lesões do Sistema Vascular , Humanos , Masculino , Adulto , Feminino , Lesões do Sistema Vascular/diagnóstico , Lesões do Sistema Vascular/cirurgia , Veia Cava Inferior/cirurgia , Veia Cava Inferior/lesões , Estudos Prospectivos , Ligadura , Traumatismos Abdominais/cirurgia , Abdome , Estudos RetrospectivosRESUMO
BACKGROUND: The ideal conduit for traumatic arterial repair is controversial. Autologous vein was compared with synthetic interposition grafts in the acute setting. The primary outcome was in-hospital reoperation or endovascular intervention. METHODS: The American Association for the Surgery of Trauma PROspective Observational Vascular Injury Treatment registry from November 2013 to January 2019 was queried for arterial injuries requiring interposition vein or graft repair. Patients with no recorded Injury Severity Score were excluded, and multiple imputation was used for other missing data. Patients treated with synthetic grafts (SGs) were propensity matched to patients with vein grafts (VGs) to account for preoperative differences. RESULTS: Four hundred sixty from 19 institutions were identified, with 402 undergoing VG and 58 SG. In the SG group, 45 were PTFE grafts, 5 were Dacron, and 8 had other conduits. The SG group was more severely injured at admission with more gunshot wounds and higher mean Injury Severity Score, lactate, and first-24-hour transfusion requirement. In addition, the SG cohort had significantly lower admission systolic blood pressure, pH, and hemoglobin. After propensity matching, 51 patients with SG were matched with 87 patients with VG. There were no differences in demographics, clinical parameters, or diagnostic evaluation techniques postmatch. The need for reoperation or endovascular intervention between the matched groups was equivalent (18%; p = 0.8). There was no difference in any secondary outcome including thrombosis, stenosis, pseudoaneurysm, infection, or embolic event, and hospital and intensive care unit length of stay were the same. CONCLUSION: American Association for the Surgery of Trauma PROspective Observational Vascular Injury Treatment registry data demonstrate that SGs are used in more critically ill patients. After controlling for relevant clinical factors and propensity matching, there is no in-hospital difference in rate of reoperation or endovascular intervention, or any secondary outcome between VG and SG. LEVEL OF EVIDENCE: Prognostic and Epidemiolgic, Level III.
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Artérias/lesões , Implante de Prótese Vascular/métodos , Prótese Vascular , Lesões do Sistema Vascular/cirurgia , Veias/transplante , Adulto , Feminino , Humanos , Escala de Gravidade do Ferimento , Masculino , Pontuação de Propensão , Sistema de Registros , Transplante Autólogo , Estados UnidosRESUMO
BACKGROUND: Trauma patients may present with nonsurvivable injuries, which could be resuscitated for future organ transplantation. Trauma surgeons face an ethical dilemma of deciding whether, when, and how to resuscitate a patient who will not directly benefit from it. As there are no established guidelines to follow, we aimed to describe resuscitation practices for organ transplantation; we hypothesized that resuscitation practices vary regionally. METHOD: Over a 3-month period, we surveyed trauma surgeons practicing in Levels I and II trauma centers within a single state using an instrument to measure resuscitation attitudes and practices for organ preservation. Descriptive statistics were calculated for practice patterns. RESULTS: The survey response rate was 51% (31/60). Many (81%) had experience with resuscitations where the primary goal was to preserve potential for organ transplantation. Many (90%) said they encountered this dilemma at least monthly. All respondents were willing to intubate; most were willing to start vasopressors (94%) and to transfuse blood (84%) (range, 1 unit to >10 units). Of respondents, 29% would resuscitate for ≥24 hours, and 6% would perform a resuscitative thoracotomy. Respect for patients' dying process and future organ quality were the factors most frequently considered very important or important when deciding to stop or forgo resuscitation, followed closely by concerns about excessive resource use. CONCLUSION: Trauma surgeons' regional resuscitation practices vary widely for this patient population. This variation implies a lack of professional consensus regarding initiation and extent of resuscitations in this setting. These data suggest this is a common clinical challenge, which would benefit from further study to determine national variability, areas of equipoise, and features amenable to practice guidelines.
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Padrões de Prática Médica/ética , Ressuscitação/ética , Doadores de Tecidos/ética , Transplante/ética , Traumatologia/ética , Ferimentos e Lesões/terapia , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Padrões de Prática Médica/estatística & dados numéricos , Ressuscitação/métodos , Inquéritos e Questionários , Tennessee , Centros de Traumatologia/ética , Centros de Traumatologia/estatística & dados numéricos , Traumatologia/estatística & dados numéricosRESUMO
BACKGROUND: Tranexamic acid (TXA) administration is recommended in severely injured trauma patients. We examined TXA administration, admission fibrinolysis phenotypes, and clinical outcomes following traumatic injury and hypothesized that TXA was associated with increased multiple organ failure (MOF). METHODS: Two-year, single-center, retrospective investigation. Inclusion criteria were ageâ≥â18 years, Injury Severity Score (ISS) >16, admitted from scene of injury, thromboelastography within 30 min of arrival. Fibrinolysis was evaluated by lysis at 30 min (LY30) and fibrinolysis phenotypes were defined as: Shutdown: LY30â≤â0.8%, Physiologic: LY30 0.81-2.9%, Hyperfibrinolysis: LY30â≥â3.0%. Primary outcomes were 28-day mortality and MOF. The association of TXA with mortality and MOF was assessed among the entire study population and in each of the fibrinolysis phenotypes. RESULTS: Four hundred twenty patients: 144/420 Shutdown (34.2%), 96/420 Physiologic (22.9%), and 180/410 Hyperfibrinolysis (42.9%). There was no difference in 28-day mortality by TXA administration among the entire study population (Pâ=â0.52). However, there was a significant increase in MOF in patients who received TXA (11/46, 23.9% vs 16/374, 4.3%; Pâ<â0.001). TXA was associated MOF (OR: 3.2, 95% CI 1.2-8.9), after adjusting for confounding variables. There was no difference in MOF in patients who received TXA in the Physiologic (1/5, 20.0% vs 7/91, 7.7%; Pâ=â0.33) group. There was a significant increase in MOF among patients who received TXA in the Shutdown (3/11, 27.3% vs 5/133, 3.8%; Pâ=â0.001) and Hyperfibrinolysis (7/30, 23.3% vs 5/150, 3.3%; Pâ=â0.001) groups. CONCLUSIONS: Administration of TXA following traumatic injury was associated with MOF in the fibrinolysis shutdown and hyperfibrinolysis phenotypes and warrants continued evaluation.
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Antifibrinolíticos/uso terapêutico , Insuficiência de Múltiplos Órgãos/epidemiologia , Ácido Tranexâmico/uso terapêutico , Ferimentos e Lesões/mortalidade , Ferimentos e Lesões/terapia , Adulto , Feminino , Humanos , Escala de Gravidade do Ferimento , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Taxa de Sobrevida , Tromboelastografia , Centros de Traumatologia , Ferimentos e Lesões/complicaçõesRESUMO
BACKGROUND: Ventilator-associated pneumonia is poorly understood in trauma. Ventilated trauma patients can develop bacterial burden without symptoms; the factors that influence this are unknown. METHODS: Injured adults ventilated for > 2 days were enrolled. Mini-bronchoalveolar lavage was performed for 14 days or until extubation. Semi-quantitative cultures were blinded from clinicians. All cultures with > 104 colony forming units (CFU) were assessed for antibiotic exposure (ABXE) and spectrum of coverage. mBAL CFU was assessed daily. RESULTS: 60 patients were ventilated for 9 days (median). There were 75 with > 104 CFU. 46 had > 104 CFU and no ABXE on the sample day. 74% had clearance or a decrease (CoD) in CFU without ABXE. 29 had > 104 CFU and ABXE on the sample day. 19 had ABXE with pathogen coverage. 84% had CoD in CFU. 10 had ABXE with no spectrum of coverage. 1/10 had increased CFU and the remaining 9/10 CoD in CFU. The three groups were not statistically different on chi-squared analysis. CONCLUSION: Clearance of pathogens on surveillance cultures was unaffected by ABXE.
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Antibacterianos/uso terapêutico , Bactérias/crescimento & desenvolvimento , Líquido da Lavagem Broncoalveolar/microbiologia , Pneumonia Associada à Ventilação Mecânica/microbiologia , Bactérias/efeitos dos fármacos , Carga Bacteriana , Brônquios/microbiologia , Protocolos Clínicos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Alvéolos Pulmonares/microbiologia , Respiração ArtificialRESUMO
BACKGROUND: Increased knowledge of the temporal patterns in the distribution of trauma admissions could be beneficial to staffing and resource allocation efforts. However, little work has been done to understand how this distribution varies based on patient acuity, trauma mechanism or need for intervention. We hypothesize that temporal patterns exist in the distribution of trauma admissions, and that deep patterns exist when traumas are analyzed by their type and severity. STUDY DESIGN: We conducted a cross-sectional observational study of adult patient flow at a level one trauma center over three years, 7/1/2013-6/30/2016. Primary thermal injuries were excluded. Frequency analysis was performed for patients grouped by ED disposition and mechanism against timing of admission; in subgroup analysis additional exclusion criteria were imposed. RESULTS: 10,684 trauma contacts were analyzed. Trauma contacts were more frequent on Saturdays and Sundays than on weekdays (p<0.001). Peak arrival time was centered around evening shift change (6-7pm), but differed based on ED disposition: OR and ICU or Step-Down admissions (p = 0.0007), OR and floor admissions (p<0.0001), and ICU or Step-Down and floor admissions (p<0.0001). Step-Down and ICU arrival times (p = 0.42) were not different. Penetrating injuries peaked later than blunt (p<0.0001). Trauma varies throughout the year; we establish a high incidence trauma season (April to late October). Different mechanisms have varying dependence upon season; Motorcycle crashes (MCCs) have the greatest dependence. CONCLUSION: We identify new patterns in the temporal and seasonal variation of trauma and of specific mechanisms of injury, including the novel findings that 1) penetrating trauma tends to present at later times than blunt, and 2) critically ill patients requiring an OR tend to present later than those who are less acute and require an ICU or Step-Down unit. These patients present later than those who are admitted to the floor. Penetrating trauma patients arriving later than blunt may be the underlying reason why operative patients arrive later than other patients.
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Ferimentos e Lesões/epidemiologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Estudos Transversais , Feminino , Humanos , Incidência , Escala de Gravidade do Ferimento , Masculino , Pessoa de Meia-Idade , Admissão do Paciente , Sistema de Registros , Estações do Ano , Fatores de Tempo , Centros de Traumatologia , Estados Unidos/epidemiologia , Ferimentos e Lesões/classificação , Ferimentos não Penetrantes/epidemiologia , Ferimentos Penetrantes/epidemiologia , Adulto JovemRESUMO
BACKGROUND: Ventilator-associated pneumonia (VAP) is common in critically injured patients. The pathogenesis of VAP is not completely understood. We hypothesized that mechanically ventilated trauma patients who develop pneumonia have a progressive increase in pathogen burden over the course of ventilation until a threshold for symptomatic pneumonia is reached, leading to clinical suspicion of VAP. METHODS: Critically injured adults ventilated for more than two successive days were enrolled. Patients underwent daily surveillance mini-bronchoscopic alveolar lavage (mBAL) while ventilated for 14 days or until extubation. Standard semi-quantitative cultures were performed, and the investigators were blinded to the results. Standard patient management was performed by the clinical team. Patients suspected of having VAP by the clinical team underwent bronchoscopic bronchoalveolar lavage (bBAL) and semi-quantitative culture, with VAP defined as clinical symptoms plus >104 colony-forming units (CFU) of bacteria. Standard statistical analysis for non-parametric data was performed. RESULTS: The 37 patients enrolled were ventilated for a median of nine days. While ventilated, 23 patients met the criteria for a clinical suspicion of VAP, of which two were too ill for bronchoscopy. Thus, 21 patients underwent bBALs because of a suspicion of VAP, and 13 (35%) were positive, with >104 CFU of one or more pathogens, and were treated for pneumonia. The bacterial burden on mBAL remained <104 CFU during ventilation for 32% of patients. None developed clinical symptoms of VAP. Two-thirds (67%) had an mBAL bacterial burden of >104 CFU without clinical suspicion of VAP. Half (56%) of positive surveillance cultures were followed by clinical VAP, confirmed by bBAL, all of which had identical pathogens on mBAL and bBAL. Almost half (44%) of the patients with positive surveillance mBALs never developed clinical VAP. CONCLUSION: A significant percentage of critically injured, ventilated adults develop high bacterial burdens in the lungs early in their course, and many clear these bacteria without developing VAP. Further study is needed to identify the factors causing progression to VAP.
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Infecções Bacterianas/diagnóstico , Carga Bacteriana , Líquido da Lavagem Broncoalveolar/microbiologia , Pneumonia Associada à Ventilação Mecânica/diagnóstico , Respiração Artificial/efeitos adversos , Ferimentos e Lesões/complicações , Ferimentos e Lesões/terapia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Infecções Bacterianas/microbiologia , Estado Terminal/terapia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pneumonia Associada à Ventilação Mecânica/microbiologia , Estudos Prospectivos , Adulto JovemRESUMO
BACKGROUND: The goal of this study was to integrate temporal and weather data in order to create an artificial neural network (ANN) to predict trauma volume, the number of emergent operative cases, and average daily acuity at a Level I trauma center. METHODS: Trauma admission data from Trauma Registry of the American College of Surgeons and weather data from the National Oceanic and Atmospheric Administration was collected for all adult trauma patients from July 2013-June 2016. The ANN was constructed using temporal (time, day of week), and weather factors (daily high, active precipitation) to predict four points of daily trauma activity: number of traumas, number of penetrating traumas, average Injury Severity Score (ISS), and number of immediate operative cases per day. We trained a two-layer feed-forward network with 10 sigmoid hidden neurons via the Levenberg-Marquardt back propagation algorithm, and performed k-fold cross validation and accuracy calculations on 100 randomly generated partitions. RESULTS: Ten thousand six hundred twelve patients over 1,096 days were identified. The ANN accurately predicted the daily trauma distribution in terms of number of traumas, number of penetrating traumas, number of OR cases, and average daily ISS (combined training correlation coefficient r = 0.9018 ± 0.002; validation r = 0.8899 ± 0.005; testing r = 0.8940 ± 0.006). CONCLUSION: We were able to successfully predict trauma and emergent operative volume, and acuity using an ANN by integrating local weather and trauma admission data from a Level I center. As an example, for June 30, 2016, it predicted 9.93 traumas (actual: 10), and a mean ISS of 15.99 (actual: 13.12). This may prove useful for predicting trauma needs across the system and hospital administration when allocating limited resources. LEVEL OF EVIDENCE: Prognostic/epidemiological, level III.
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Bases de Dados Factuais/estatística & dados numéricos , Serviço Hospitalar de Emergência/estatística & dados numéricos , Redes Neurais de Computação , Ferimentos e Lesões/epidemiologia , Feminino , Humanos , Escala de Gravidade do Ferimento , Masculino , Valor Preditivo dos Testes , Tennessee/epidemiologia , Centros de TraumatologiaRESUMO
Three therapeutic principles most substantially improve organ dysfunction and survival in sepsis: early, appropriate antimicrobial therapy; restoration of adequate cellular perfusion; timely source control. The new definitions of sepsis and septic shock reflect the inadequate sensitivity, specify, and lack of prognostication of systemic inflammatory response syndrome criteria. Sequential (sepsis-related) organ failure assessment more effectively prognosticates in sepsis and critical illness. Inadequate cellular perfusion accelerates injury and reestablishing perfusion limits injury. Multiple organ systems are affected by sepsis and septic shock and an evidence-based multipronged approach to systems-based therapy in critical illness results in improve outcomes.
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Sepse/terapia , Antibacterianos/uso terapêutico , Pressão Arterial/fisiologia , Cardiomiopatias/microbiologia , Cardiomiopatias/terapia , Pressão Venosa Central/fisiologia , Cuidados Críticos/métodos , Delírio/microbiologia , Delírio/terapia , Hemoglobinas/análise , Humanos , Ácido Láctico/metabolismo , Oxigênio/sangue , Planejamento de Assistência ao Paciente , Prognóstico , Ressuscitação/métodos , Sepse/diagnóstico , Sepse/fisiopatologia , Encefalopatia Associada a Sepse/terapia , Índice de Gravidade de Doença , Choque Séptico/diagnóstico , Choque Séptico/fisiopatologia , Choque Séptico/terapia , Vasodilatadores/uso terapêuticoRESUMO
Surgery used to be the treatment of choice in patients with solid organ injuries. This has changed over the past 2 decades secondary to advances in noninvasive diagnostic techniques, increased availability of less invasive procedures, and a better understanding of the natural history of solid organ injuries. Now, nonoperative management (NOM) has become the initial management strategy used for most solid organ injuries. Even though NOM has become the standard of care in patients with solid organ injuries in most trauma centers, surgeons should not hesitate to operate on a patient to control life-threatening hemorrhage.
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Traumatismos Abdominais/cirurgia , Traumatismos Abdominais/complicações , Traumatismos Abdominais/diagnóstico por imagem , Angiografia , Humanos , Rim/lesões , Fígado/lesões , Pâncreas/lesões , Peritonite/etiologia , Peritonite/cirurgia , Baço/lesõesRESUMO
Esophageal necrosis after descending aortic dissection has been described but with no reports of successful treatment. A 66-year-old man with aortic dissection extending from the left subclavian artery through the common iliac arteries subsequently experienced esophageal necrosis. He underwent thoracic esophagectomy, cervical end esophagostomy, and open gastrostomy tube placement. Gastrointestinal continuity was established with a gastric tube conduit in the substernal plane. An oral diet was tolerated after reconstruction. Treatment of esophageal necrosis after aortic dissection may require esophageal diversion and esophagectomy. Esophageal continuity can later be restored while avoiding the posterior mediastinum.
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Aneurisma da Aorta Torácica/complicações , Dissecção Aórtica/complicações , Doenças do Esôfago/etiologia , Doenças do Esôfago/cirurgia , Esofagectomia , Idoso , Dissecção Aórtica/cirurgia , Aneurisma da Aorta Torácica/cirurgia , Doenças do Esôfago/patologia , Humanos , MasculinoRESUMO
Major trunk trauma is common and costly, but comparisons of costs between trauma centers (TCs) are rare. Understanding cost is essential to improve quality, manage trauma service lines, and to facilitate institutional commitment for trauma. We have used results of a statewide trauma financial survey of Levels I to IV TC to develop a useful grouping method for costs and clinical characteristics of major trunk trauma. The trauma financial survey collected billing and clinical data on 75 per cent of the state trauma registry patients for fiscal year 2012. Cost was calculated by separately accounting for embedded costs of trauma response and verification, and then adjusting reasonable costs from the Medicare cost report for each TC. The cost-to-charge ratios were then recalculated and used to determine uniform cost estimates for each patient. From the 13,215 patients submitted for the survey, we selected 1,094 patients with major trunk trauma: lengths of stay ≥ 48 hours and a maximum injury of AIS ≥3 for either thorax or abdominal trauma. These patients were then divided into three Injury Severity Score (ISS) groups of 9 to 15, 16 to 24, or 25+ to stratify patients into similar injury groups for analysis of cost and cost drivers. For abdominal injury, average total cost for patients with ISS 9 to 15 was $17,429. Total cost and cost per day increased with severity of injury, with $51,585 being the total cost for those with ISS 25. Similar trends existed for thoracic injury. Use of the Medicare cost report and cost-to-charge ratios to compute uniform costs with an innovative grouping method applied to data collected across a statewide trauma system provides unique information regarding cost and outcomes, which affects quality improvement, trauma service line management, and decisions on TC participation.
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Traumatismos Abdominais/economia , Custos Hospitalares/estatística & dados numéricos , Traumatismo Múltiplo/economia , Traumatismos Torácicos/economia , Centros de Traumatologia/economia , Traumatismos Abdominais/diagnóstico , Traumatismos Abdominais/terapia , Adulto , Idoso , Arkansas , Pesquisas sobre Atenção à Saúde , Preços Hospitalares/estatística & dados numéricos , Humanos , Escala de Gravidade do Ferimento , Tempo de Internação/economia , Medicare/economia , Pessoa de Meia-Idade , Traumatismo Múltiplo/diagnóstico , Traumatismo Múltiplo/terapia , Traumatismos Torácicos/diagnóstico , Traumatismos Torácicos/terapia , Estados UnidosRESUMO
Pneumatosis intestinalis is gas in the wall of the gastrointestinal tract. It is not well described in pediatric burn patients. The authors present the case of a 23-month-old girl who sustained 40% total body surface area deep-partial and full-thickness burns as well as a grade two inhalational injury. On postburn day two, radiographic imaging showed extensive pneumatosis of the colon. She was managed with bowel rest, broad-spectrum antibiotics, and parenteral nutrition. Radiographic resolution of pneumatosis intestinalis occurred several days later and was followed by reinitiation of enteral feeds and bowel function. The patient later developed an abscess and a subsequent colocutaneous fistula that resolved with percutaneous drainage and conservative management. She healed and was able to avoid a laparotomy with possible bowel resection.
Assuntos
Queimaduras/complicações , Pneumatose Cistoide Intestinal/etiologia , Pneumatose Cistoide Intestinal/terapia , Feminino , Incêndios , Humanos , Lactente , Pneumatose Cistoide Intestinal/diagnóstico por imagemRESUMO
BACKGROUND: There have been no comprehensive studies across an organized statewide trauma system using a standardized method to determine cost. STUDY DESIGN: Trauma financial impact includes the following costs: verification, response, and patient care cost (PCC). We conducted a survey of participating trauma centers (TCs) for federal fiscal year 2012, including separate accounting for verification and response costs. Patient care cost was merged with their trauma registry data. Seventy-five percent of the 2012 state trauma registry had data submitted. Each TC's reasonable cost from the Medicare Cost Report was adjusted to remove embedded costs for response and verification. Cost-to-charge ratios were used to give uniform PCC across the state. RESULTS: Median (mean ± SD) costs per patient for TC response and verification for Level I and II centers were $1,689 ($1,492 ± $647) and $450 ($636 ± $431) for Level III and IV centers. Patient care cost-median (mean ± SD) costs for patients with a length of stay >2 days rose with increasing Injury Severity Score (ISS): ISS <9: $6,787 ($8,827 ± $8,165), ISS 9 to 15: $10,390 ($14,340 ± $18,395); ISS 16 to 25: $15,698 ($23,615 ± $21,883); and ISS 25+: $29,792 ($41,407 ± $41,621), and with higher level of TC: Level I: $13,712 ($23,241 ± $29,164); Level II: $8,555 ($13,515 ± $15,296); and Levels III and IV: $8,115 ($10,719 ± $11,827). CONCLUSIONS: Patient care cost rose with increasing ISS, length of stay, ICU days, and ventilator days for patients with length of stay >2 days and ISS 9+. Level I centers had the highest mean ISS, length of stay, ICU days, and ventilator days, along with the highest PCC. Lesser trauma accounted for lower charges, payments, and PCC for Level II, III, and IV TCs, and the margin was variable. Verification and response costs per patient were highest for Level I and II TCs.