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2.
Surg Endosc ; 32(3): 1414-1421, 2018 03.
Artigo em Inglês | MEDLINE | ID: mdl-28916889

RESUMO

INTRODUCTION: With the increasing adoption of peroral endoscopic myotomy (POEM) as a first-line therapy for achalasia as well as a growing list of other indications, it is apparent that there is a need for effective training methods for both endoscopists in training and those already in practice. We present a hands-on-focused with pre- and post-testing methodology to teach these skills. METHODS: Six POEM courses were taught by 11 experienced POEM endoscopists at two independent simulation laboratories. The training curriculum included a pre-training test, lectures and discussion, mentored hands-on instruction using live porcine and ex-plant models, and a post-training test. The scoring sheet for the pre- and post-tests assessed the POEM performance with a Likert-like scale measuring equipment setup, mucosotomy creation, endoscope navigation, visualization, myotomy, and closure. Participants were stratified by their experience with upper-GI endoscopy (Novices <100 cases vs. Experts ≥100 cases), and their data were analyzed and compared. RESULTS: Sixty-five participants with varying degrees of experience in upper-GI endoscopy and laparoscopic achalasia cases completed the training curriculum. Participants improved knowledge scores from 69.7 ± 17.1 (pre-test) to 87.7 ± 10.8 (post-test) (p < 0.01). POEM performance increased from 15.1 ± 5.1 to 25.0 ± 5.5 (out of 30) (p < 0.01) with the greatest gains in mucosotomy [1.7-4.4 (out of 5), p < 0.01] and equipment (3.4-4.7, p < 0.01). Novices had significantly lower pre-test scores compared with Experts in upper-GI endoscopy (overall pre-score: 11.9 ± 5.6 vs. 16.3 ± 4.6, p < 0.01). Both groups improved significantly after the course, and there were no differences in post-test scores (overall post-score: 23.9 ± 6.6 vs. 25.4 ± 5.1, p = 0.34) between Novices and Experts. CONCLUSIONS: A multimodal curriculum with procedural practice was an effective curricular design for teaching POEM to practitioners. The curriculum was specifically helpful for training surgeons with less upper-GI endoscopy experience.


Assuntos
Currículo , Miotomia/métodos , Cirurgia Endoscópica por Orifício Natural/educação , Cirurgiões/educação , Adulto , Avaliação Educacional , Acalasia Esofágica/cirurgia , Feminino , Humanos , Masculino
3.
Ann Surg ; 266(2): 274-279, 2017 08.
Artigo em Inglês | MEDLINE | ID: mdl-27537532

RESUMO

OBJECTIVE: The aim of this study was to investigate whether post-hospital syndrome (PHS) places patients undergoing elective hernia repair at increased risk for adverse postoperative events. SUMMARY OF BACKGROUND DATA: PHS is a transient period of health vulnerability following inpatient hospitalization for acute illness. PHS has been well studied in nonsurgical populations, but its effect on surgical outcomes is unclear. METHODS: State-specific datasets for California in 2011 available through the Healthcare Cost and Utilization Project (HCUP) were linked. Patients older than 18 years who underwent elective hernia repair were included. The primary exposure variable was PHS, defined as any inpatient admission within 90 days of an elective hernia repair performed in an ambulatory surgery center. The primary outcome was an adverse event, defined as any unplanned emergency department visit or inpatient admission within 30 days postoperatively. Mixed-effects logistic models were used for multivariable analyses. RESULTS: A total of 57,988 patients met inclusion criteria. The 30-day risk-adjusted adverse event rate was significantly higher for PHS patients versus non-PHS patients (11.8% vs 5.8%, P < 0.001). PHS patients were more likely than non-PHS patients to experience postoperative complications (odds ratio 2.2, 95% confidence interval 1.6-3.0). Adverse events attributable to PHS cost an additional $63,533.46 per 100 cases in California. The risk of adverse events due to PHS remained elevated throughout the 90-day window between hospitalization and surgery. CONCLUSIONS: Patients hospitalized within 90 days of an elective surgery are at increased risk of adverse events postoperatively. The impact of PHS on outcomes is independent of baseline patient characteristics, medical comorbidities, quality of center performing the surgery, and reason for hospitalization before elective surgery. Adverse events owing to PHS are costly and represent a quality improvement target.


Assuntos
Procedimentos Cirúrgicos Ambulatórios/efeitos adversos , Procedimentos Cirúrgicos Eletivos/efeitos adversos , Herniorrafia/efeitos adversos , Complicações Pós-Operatórias/epidemiologia , California/epidemiologia , Feminino , Custos Hospitalares , Humanos , Masculino , Pessoa de Meia-Idade , Readmissão do Paciente/economia , Readmissão do Paciente/estatística & dados numéricos , Fatores de Risco , Síndrome
4.
J Surg Res ; 212: 205-213, 2017 05 15.
Artigo em Inglês | MEDLINE | ID: mdl-28550908

RESUMO

BACKGROUND: Infectious (INF) and venous thromboembolism (VTE) complication rates are targeted by surgical care improvement project (SCIP) INF and SCIP VTE measures. We analyzed how adherence to SCIP INF and SCIP VTE affects targeted postoperative outcomes (wound complication [WC], deep vein thrombosis, and pulmonary embolism [PE]) using all-payer data. MATERIALS AND METHODS: A retrospective review (2007-2011) was conducted using Healthcare Cost and Utilization Project State Inpatient Database Florida and Medicare's Hospital Compare. The association between SCIP adherence rates and outcomes across 355 included surgical procedures was measured using multilevel mixed-effects linear regression models. RESULTS: One hundred sixty acute care hospitals and 779,922 patients were included. Over 5 y, SCIP INF-1, -2, and -3 adherence improved by 12.5%, 8.0%, and 20.9%, respectively, whereas postoperative WC rate decreased by 14.8%. When controlling for time, SCIP INF-1 adherence was associated with improvement of postoperative WC rates (ß = -0.0044, P = 0.005), whereas SCIP INF-2 adherence was associated with increased WCs (ß = 0.0031, P = 0.018). SCIP VTE-1, -2 adherence improved by 14.6% and 20.2%, respectively, whereas postoperative deep vein thrombosis rate increased by 7.1% and postoperative PE rate increased by 3.7%. SCIP VTE-1 and -2 adherence were both associated with increased postoperative PE when controlling for time (SCIP VTE-1: ß = 0.0019, P < 0.001; SCIP VTE-2: ß = 0.0015, P < 0.001). Readmission analysis found SCIP INF-1 adherence to be associated with improved 30-d WC rates when controlling for patient and hospital characteristics (ß = -0.0021, P = 0.032), whereas SCIP INF-3 adherence was associated with increased 30-d WC rates when controlling for time (ß = 0.0007, P = 0.04). CONCLUSIONS: Only SCIP INF-1 adherence was associated with improved outcomes. The Joint Commission has retired SCIP INF-2, -3, and SCIP VTE-2 and made SCIP INF-1 and VTE-1 reporting optional. Our study supports continued reporting of SCIP INF-1.


Assuntos
Fidelidade a Diretrizes/tendências , Assistência Perioperatória/normas , Embolia Pulmonar/prevenção & controle , Melhoria de Qualidade/normas , Infecção da Ferida Cirúrgica/prevenção & controle , Trombose Venosa/prevenção & controle , Adulto , Idoso , Feminino , Florida , Seguimentos , Fidelidade a Diretrizes/estatística & dados numéricos , Humanos , Modelos Lineares , Masculino , Medicare/normas , Pessoa de Meia-Idade , Avaliação de Processos e Resultados em Cuidados de Saúde , Assistência Perioperatória/estatística & dados numéricos , Assistência Perioperatória/tendências , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/prevenção & controle , Guias de Prática Clínica como Assunto , Embolia Pulmonar/epidemiologia , Embolia Pulmonar/etiologia , Melhoria de Qualidade/estatística & dados numéricos , Estudos Retrospectivos , Infecção da Ferida Cirúrgica/epidemiologia , Estados Unidos , Trombose Venosa/epidemiologia , Trombose Venosa/etiologia
5.
J Biol Chem ; 290(16): 9959-73, 2015 Apr 17.
Artigo em Inglês | MEDLINE | ID: mdl-25713073

RESUMO

Alcohol (EtOH) intoxication is a risk factor for increased morbidity and mortality with traumatic injuries, in part through inhibition of bone fracture healing. Animal models have shown that EtOH decreases fracture callus volume, diameter, and biomechanical strength. Transforming growth factor ß1 (TGF-ß1) and osteopontin (OPN) play important roles in bone remodeling and fracture healing. Mesenchymal stem cells (MSC) reside in bone and are recruited to fracture sites for the healing process. Resident MSC are critical for fracture healing and function as a source of TGF-ß1 induced by local OPN, which acts through the transcription factor myeloid zinc finger 1 (MZF1). The molecular mechanisms responsible for the effect of EtOH on fracture healing are still incompletely understood, and this study investigated the role of EtOH in affecting OPN-dependent TGF-ß1 expression in MSC. We have demonstrated that EtOH inhibits OPN-induced TGF-ß1 protein expression, decreases MZF1-dependent TGF-ß1 transcription and MZF1 transcription, and blocks OPN-induced MZF1 phosphorylation. We also found that PKA signaling enhances OPN-induced TGF-ß1 expression. Last, we showed that EtOH exposure reduces the TGF-ß1 protein levels in mouse fracture callus. We conclude that EtOH acts in a novel mechanism by interfering directly with the OPN-MZF1-TGF-ß1 signaling pathway in MSC.


Assuntos
Etanol/efeitos adversos , Células-Tronco Mesenquimais/efeitos dos fármacos , Osteopontina/farmacologia , Tíbia/efeitos dos fármacos , Fraturas da Tíbia/metabolismo , Fator de Crescimento Transformador beta1/antagonistas & inibidores , Animais , Aptâmeros de Nucleotídeos/genética , Aptâmeros de Nucleotídeos/metabolismo , Diferenciação Celular , Consolidação da Fratura/efeitos dos fármacos , Regulação da Expressão Gênica , Humanos , Fatores de Transcrição Kruppel-Like/antagonistas & inibidores , Fatores de Transcrição Kruppel-Like/genética , Fatores de Transcrição Kruppel-Like/metabolismo , Luciferases/genética , Luciferases/metabolismo , Masculino , Células-Tronco Mesenquimais/metabolismo , Células-Tronco Mesenquimais/patologia , Camundongos , Camundongos Endogâmicos C57BL , Osteopontina/metabolismo , Fosforilação , Transdução de Sinais , Tíbia/lesões , Tíbia/metabolismo , Fraturas da Tíbia/genética , Fraturas da Tíbia/patologia , Fator de Crescimento Transformador beta1/genética , Fator de Crescimento Transformador beta1/metabolismo
6.
J Urol ; 196(1): 124-30, 2016 07.
Artigo em Inglês | MEDLINE | ID: mdl-26804754

RESUMO

PURPOSE: Obstructing nephrolithiasis is a common condition that can require urgent intervention. In this study we analyze patient factors that contribute to delayed intervention during acute stone admission. MATERIALS AND METHODS: We retrospectively reviewed the HCUP SID (Healthcare Cost and Utilization Project State Inpatient Database) for Florida and California from 2007 to 2011. Patients who were admitted urgently with nephrolithiasis and an indication for decompression (urinary tract infection, acute renal insufficiency and/or sepsis) were included in the study. Intervention was timely or delayed, defined as a procedure that occurred within or after 48 hours, respectively. Adjusted multivariate models were fit to assess factors that predicted a delayed procedure as well as mortality. RESULTS: Overall 10,301 patients were admitted urgently for nephrolithiasis with indications for decompression. Early intervention occurred in 6,689 patients (65%) and was associated with a decrease in mortality (11, 0.16%), compared to delayed intervention (17 of 3,612, 0.47%, p=0.002). On multivariate analysis timely intervention significantly decreased the odds of inpatient mortality (OR 0.43, p=0.044). Weekend day admission significantly influenced time to intervention, decreasing patient odds of timely intervention by 26% (p <0.001). Other factors decreasing patient odds of timely intervention included nonCaucasian race and nonprivate insurance. Presenting medical diagnoses of urinary tract infection, sepsis and acute renal failure did not appear to influence time to intervention. CONCLUSIONS: Delayed operative intervention for acute nephrolithiasis admissions with indications for decompression results in increased patient mortality. Nonmedical factors such as the "weekend effect," race and insurance provider exerted the greatest influence on the timing of intervention.


Assuntos
Plantão Médico/estatística & dados numéricos , Descompressão Cirúrgica/estatística & dados numéricos , Nefrolitíase/cirurgia , Padrões de Prática Médica/estatística & dados numéricos , Procedimentos Cirúrgicos Urológicos/estatística & dados numéricos , Doença Aguda , Adulto , Idoso , California , Estudos Transversais , Diagnóstico Tardio/estatística & dados numéricos , Emergências , Feminino , Florida , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Nefrolitíase/mortalidade , Admissão do Paciente , Estudos Retrospectivos , Fatores Socioeconômicos , Fatores de Tempo , Resultado do Tratamento
7.
Ann Surg ; 262(4): 683-91, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26366549

RESUMO

OBJECTIVE: We hypothesized that perioperative hospital resources could overcome the "weekend effect" (WE) in patients undergoing emergent/urgent surgeries. SUMMARY BACKGROUND DATA: The WE is the observation that surgeon-independent patient outcomes are worse on the weekend compared with weekdays. The WE is often explained by differences in staffing and resources resulting in variation in care between the week and weekend. METHODS: Emergent/urgent surgeries were identified using the Healthcare Cost and Utilization Project State Inpatient Database (Florida) from 2007 to 2011 and linked to the American Hospital Association (AHA) Annual Survey Database to determine hospital level characteristics. Extended median length of stay (LOS) on the weekend compared with the weekdays (after controlling for hospital, year, and procedure type) was selected as a surrogate for WE. RESULTS: Included were 126,666 patients at 166 hospitals. A total of 17 hospitals overcame the WE during the study period. Logistic regression, controlling for patient characteristics, identified full adoption of electronic medical records (OR 4.74), home health program (OR 2.37), pain management program [odds ratio (OR) 1.48)], increased registered nurse-to-bed ratio (OR 1.44), and inpatient physical rehabilitation (OR 1.03) as resources that were predictors for overcoming the WE. The prevalence of these factors in hospitals exhibiting the WE for all 5 years of the study period were compared with those hospitals that overcame the WE (P < 0.001). CONCLUSIONS: Specific hospital resources can overcome the WE seen in urgent general surgery procedures. Improved hospital perioperative infrastructure represents an important target for overcoming disparities in surgical care.


Assuntos
Disparidades em Assistência à Saúde/organização & administração , Tempo de Internação/estatística & dados numéricos , Centro Cirúrgico Hospitalar/organização & administração , Procedimentos Cirúrgicos Operatórios , Adulto , Idoso , Emergências , Feminino , Florida , Cirurgia Geral , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Avaliação de Processos e Resultados em Cuidados de Saúde , Admissão e Escalonamento de Pessoal , Fatores de Tempo
8.
J Urol ; 194(4): 944-9, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-25846414

RESUMO

PURPOSE: Postoperative atrial fibrillation after radical cystectomy occurs in 2% to 8% of cases. Recent evidence suggests that transient postoperative atrial fibrillation leads to future cardiovascular events. The long-term cardiovascular implications of postoperative atrial fibrillation in patients undergoing radical cystectomy are largely unknown. MATERIALS AND METHODS: The Healthcare Cost and Utilization Project State Inpatient Databases for California and Florida were used to identify patients who underwent radical cystectomy between 2007 and 2010. After excluding patients with a history of atrial fibrillation, coronary artery disease and/or stroke, patients were matched using propensity scoring on age, race, insurance status and preexisting comorbidities. Adjusted Kaplan-Meier time-to-event analysis and Cox proportional hazards models were used to assess the effect of postoperative atrial fibrillation on cardiovascular events (acute myocardial infarction and stroke) during postoperative year 1. RESULTS: Radical cystectomy was performed in 4,345 patients who met the study inclusion criteria, of whom 210 (4.8%) had postoperative atrial fibrillation. There was a significantly higher cumulative incidence of cardiovascular events during the first postoperative year in patients in whom postoperative atrial fibrillation developed (24.8% vs 10.9%, adjusted log rank p=0.007). Cox proportional hazards regression demonstrated an increased risk of cardiovascular events in patients with postoperative atrial fibrillation (HR 10, p=0.02). CONCLUSIONS: Our results demonstrate that patients undergoing radical cystectomy in whom transient postoperative atrial fibrillation develops are at significantly increased risk for cardiovascular events in the first postoperative year. Physicians should be vigilant in assessing postoperative atrial fibrillation, even when transient, and establish appropriate followup given the increased risk of cardiovascular morbidity.


Assuntos
Fibrilação Atrial/complicações , Doenças Cardiovasculares/etiologia , Cistectomia , Complicações Pós-Operatórias , Idoso , Estudos Transversais , Cistectomia/métodos , Feminino , Humanos , Masculino , Prognóstico , Estudos Retrospectivos , Fatores de Tempo
9.
Surg Innov ; 22(1): 83-7, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24925895

RESUMO

INTRODUCTION: Box trainers have been shown to be an effective tool for teaching laparoscopic skills; however, residents are challenged to find practice time. Portable trainers theoretically allow for extended hands on practice out of the hospital. We aimed to report resident experience with laparoscopic home box trainers. METHODS: Over 2 years, all residents rotating through a minimally invasive service were given a portable trainer and access to a surgical simulation lab for practice. Each trainer contained a collapsible frame, a webcam with USB port, trocars, and laparoscopic instruments (needle driver, shears, Maryland and straight dissecting graspers) as well as Fundamentals of Laparoscopic Surgery skills testing materials. Residents were asked to log hours, usages, and their experience anonymously. RESULTS: Twenty-three residents received a portable trainer. Fifty percent of the participants found the trainer useful or very useful, 25% said it was not useful, and 25% did not access the trainer. Those that used the trainer during their rotation did so 3.1 ± 3.0 times for 2.9 ± 3.0 hours/week. After completing their rotation, 5 of 12 residents used their trainer for an average of 10.2 ± 9.4 hours. Forty-two percent of the responders liked the accessibility of the home box trainers, while 25% criticized the camera-computer interface. CONCLUSIONS: Portable box trainers are useful and can effectively supplement a laboratory-based surgical simulation curriculum; however, personal possession of a portable simulator does not result in voluntarily long-term practice.


Assuntos
Educação Médica Continuada/métodos , Internato e Residência/estatística & dados numéricos , Laparoscopia/educação , Cirurgia Assistida por Computador/educação , Humanos , Inquéritos e Questionários
10.
Surg Innov ; 22(4): 338-43, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25851145

RESUMO

BACKGROUND: As new technologies emerge, it is imperative to define which new devices are most likely to provide a reproducible, effective result for the patient and surgeon. The purpose of our study was to analyze 3 commercially available ultrasonic energy devices; the Sonicision (SC), the Harmonic ACE (HA), and the THUNDERBEAT (TB). MATERIAL AND METHODS: Eight female Yorkshire pigs were used for data collection and vessel harvest. Three devices were evaluated and compared with each other with respect to seal failure and cutting speed in vivo. After vessel harvest, one end of the fragment was sent for histological evaluation, and the other was used for burst pressure measurement testing in a blinded fashion. The coagulation and cut levels of all the generators were set up at a similar and constant level. RESULTS: Eighty-four vessels (47 arteries and 37 veins) were tested. Mean vessel diameter was equal among the groups. Cutting speed was significantly faster with TB (3.4 ± 0.7 seconds) than SC or HA (5.8 ± 2.4 and 6.1 ± 3.1 seconds; P < .0001). Burst pressure trended higher after ligation with TB (505.4 ± 349.4 mm Hg) than SC and HA (435.8 ± 403.0 and 437.6 ± 291.3 mm Hg). There were 2 seal failures in the SC group and HA group and none in the TB group. Histologically, the perpendicular width of tissue seal with TB (1.250 ± 0.55 mm) was significantly longer than that of the SC and the HA (0.772 ± 0.23 and 0.686 ± 0.23 mm; P < .0001). CONCLUSIONS: TB has proven to provide the most rapid and reliable seal. Therefore, TB may be safer and may decrease time during surgical procedures.


Assuntos
Vasos Sanguíneos/fisiologia , Hemostasia Cirúrgica/instrumentação , Ultrassom/instrumentação , Procedimentos Cirúrgicos Vasculares/instrumentação , Animais , Fenômenos Biomecânicos , Desenho de Equipamento , Feminino , Hemostasia Cirúrgica/métodos , Pressão , Suínos
11.
Surg Endosc ; 27(12): 4491-8, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-23943114

RESUMO

BACKGROUND: Laparoscopic cholecystectomy (LC) is the second most common general surgical operation performed in the United States, yet little has been reported on patient-centered outcomes. METHODS: We prospectively followed 100 patients for 2 years as part of an institutional review board-approved study. The Surgical Outcomes Measurement System (SOMS) was used to quantify quality-of-life (QoL) values at various time points postoperatively. RESULTS: Maximum pain was reported at 24 h (5.5 ± 2.2), and decreased to preoperative levels at 7 days (1.2 ± 2.3 vs. 2.0 ± 1.6, P = 0.096). Bowel function improved from before the operation to 3 weeks after surgery (10.7 ± 3.8 vs. 12.0 ± 3.2, P < 0.05), but then regressed to preoperative levels. Physical function worsened from before surgery (31.7 ± 6.2) to 1 week (27.5 ± 5.9, P < 0.0001), but surpassed preoperative levels at 3 weeks (33.5 ± 3.4, P < 0.01). Return to the activities of daily living occurred at 6.3 ± 4.7 days and work at 11.1 ± 9.0 days. Fatigue increased from before surgery (15.8 ± 6.2) to week 1 (20.7 ± 6.6, P < 0.0001) before improving at week 3 (14.0 ± 5.8, P < 0.01). Forty-four patients contacted the health care team 61 times before their 3 weeks appointment, most commonly for wound issues (26.2%), pain (24.6%), and gastrointestinal issues (24.6%). Seventy-two percent reported that the procedure had no negative effect on cosmesis at 6 months. Satisfaction with the procedure was high, averaging 9.52 out of 11. CONCLUSIONS: QoL is significantly affected in the 24 h after LC but returns to baseline at week 3. Cosmesis and overall satisfaction are high, and QoL improvements are maintained in the long term except for bowel function, which regresses to preoperative levels of impairment. Analysis of patient-initiated contacts after LC may provide feedback on discharge counseling to increase patient satisfaction.


Assuntos
Colecistectomia Laparoscópica/métodos , Doenças da Vesícula Biliar/cirurgia , Avaliação de Resultados em Cuidados de Saúde/métodos , Dor Pós-Operatória/prevenção & controle , Assistência Centrada no Paciente/métodos , Cuidados Pós-Operatórios/métodos , Qualidade de Vida , Feminino , Seguimentos , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Dor Pós-Operatória/epidemiologia , Satisfação do Paciente , Estudos Retrospectivos , Inquéritos e Questionários , Resultado do Tratamento , Estados Unidos/epidemiologia
12.
J Clin Anesth ; 91: 111272, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37774648

RESUMO

STUDY OBJECTIVE: To develop an algorithm to predict intraoperative Red Blood Cell (RBC) transfusion from preoperative variables contained in the electronic medical record of our institution, with the goal of guiding type and screen ordering. DESIGN: Machine Learning model development on retrospective single-center hospital data. SETTING: Preoperative period and operating room. PATIENTS: The study included patients ≥18 years old who underwent surgery during 2019-2022 and excluded those who refused transfusion, underwent emergency surgery, or surgery for organ donation after cardiac or brain death. INTERVENTION: Prediction of intraoperative transfusion vs. no intraoperative transfusion. MEASUREMENTS: The outcome variable was intraoperative transfusion of RBCs. Predictive variables were surgery, surgeon, anesthesiologist, age, sex, body mass index, race or ethnicity, preoperative hemoglobin (g/dL), partial thromboplastin time (s), platelet count x 109 per liter, and prothrombin time. We compared the performances of seven machine learning algorithms. After training and optimization on the 2019-2021 dataset, model thresholds were set to the current institutional performance level of sensitivity (93%). To qualify for comparison, models had to maintain clinically relevant sensitivity (>90%) when predicting on 2022 data; overall accuracy was the comparative metric. MAIN RESULTS: Out of 100,813 cases that met study criteria from 2019 to 2021, intraoperative transfusion occurred in 5488 (5.4%) of cases. The LightGBM model was the highest performing algorithm in external temporal validity experiments, with overall accuracy of (76.1%) [95% confidence interval (CI), 75.6-76.5], while maintaining clinically relevant sensitivity of (91.2%) [95% CI, 89.8-92.5]. If type and screens were ordered based upon the LightGBM model, the predicted type and screen to transfusion ratio would improve from 8.4 to 5.1. CONCLUSIONS: Machine learning approaches are feasible in predicting intraoperative transfusion from preoperative variables and may improve preoperative type and screen ordering practices when incorporated into the electronic health record.


Assuntos
Transfusão de Sangue , Transfusão de Eritrócitos , Humanos , Adolescente , Estudos Retrospectivos , Tempo de Protrombina , Aprendizado de Máquina
13.
BMJ Open ; 13(8): e072745, 2023 08 24.
Artigo em Inglês | MEDLINE | ID: mdl-37620270

RESUMO

INTRODUCTION: Studies finding perioperative hyperglycaemia is associated with adverse patient outcomes in surgical procedures spurred the development of blood glucose guidelines at many institutions. In this trial, we will assess the implementation of a clinical decision support tool that is integrated into the intraoperative portion of our electronic health record and provides real-time best practice recommendations for intraoperative insulin dosing in surgical patients at high risk for hyperglycaemia. METHODS AND DESIGN: We will assess this intervention using a sequential and repeated cross-over design at the institutional level with periods of time for wash-out, control and study intervention. The unit of analysis will be the surgical case. The primary outcome will be the frequency of hyperglycaemia (>180 mg/dL (10 mmol/L)) at first postoperative anaesthesia care unit measurement. There are several prespecified secondary analyses focused on perioperative glycaemic control. DISCUSSION: This protocol and statistical analysis plan describes the methodology, primary and secondary analyses. The PeRiOperative Glucose PRAgMatic (PROGRAM) trial was approved by the Vanderbilt University Institutional Review Board (IRB), Vanderbilt University Medical Center, Nashville, Tennessee, USA (IRB, 220991). The study results will be disseminated via publication in a peer-reviewed journal and presented at national scientific conferences. The results of PROGRAM trial will inform best practice for perioperative standardised insulin administration in surgical patients at high risk of hyperglycaemia. TRIAL REGISTRATION NUMBER: NCT05426096.


Assuntos
Glucose , Hiperglicemia , Humanos , Glicemia , Hiperglicemia/tratamento farmacológico , Hiperglicemia/prevenção & controle , Insulina , Pacientes , Estudos Cross-Over
15.
Prostate Int ; 7(2): 68-72, 2019 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-31384608

RESUMO

BACKGROUND: Transperineal prostate brachytherapy is a common outpatient procedure for the treatment of prostate cancer. Whereas long-term morbidity and toxicities are widely published, rates of short-term complications leading to hospital revisits have not been well described. MATERIALS AND METHODS: Patients who underwent brachytherapy for prostate cancer in an ambulatory setting were identified in the Healthcare Cost and Utilization Project State Ambulatory Surgery Database for California between 2007 and 2011. Emergency department (ED) visits and inpatient admissions within 30 days of treatment were determined from the California Healthcare Cost and Utilization Project State Emergency Department Database and State Inpatient Database, respectively. RESULTS: Between 2007 and 2011, 9,042 patients underwent brachytherapy for prostate cancer. Within 30 days postoperatively, 543 (6.0%) patients experienced 674 hospital encounters. ED visits comprised most encounters (68.7%) at a median of 7 days (interquartile range 2-16) after surgery. Inpatient hospitalizations occurred on 155 of 674 visits (23.0%) at a median of 12 days (interquartile range 5-20). Common presenting diagnoses included urinary retention, malfunctioning catheter, hematuria, and urinary tract infection. Logistic regression demonstrated advanced age {65-75 years: odds ratio [OR], 1.3 [95% confidence interval (CI) 1.06-1.60, P = 0.01]; >75 years: OR 1.5 [95% CI 1.18-1.97, P = 0.001]}, inpatient admission within 90 days before surgery [OR 2.68 (95% CI 1.8-4.0, P < 0.001)], and ED visit within 180 days before surgery [OR 1.63 (95% CI 1.4-1.89, P < 0.001)] as factors that increased the risk of hospital-based evaluation after outpatient brachytherapy. Charlson comorbidity score did not influence risk. CONCLUSIONS: ED visits and inpatient admissions are not uncommon after prostate brachytherapy. Risk of revisit is higher in elderly patients and those who have had recent inpatient or ED encounters.

16.
Foot Ankle Int ; 39(8): 966-969, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29652192

RESUMO

BACKGROUND: Haglund's syndrome involves a prominent posterior superior prominence of the calcaneus. If nonoperative management fails, operative management with calcaneoplasty is often needed. No study has assessed Achilles tendon pullout strength after an open calcaneoplasty for Haglund's syndrome. The purpose of this study was to investigate those changes in a cadaveric model and provide objective data upon which to base postoperative recovery. METHODS: Seven matched pairs of cadaveric specimens (mid-tibia to toes) were divided into 2 cohorts: (1) intact/untreated and (2) open resection. The open resection group was treated with an open calcaneoplasty through a posterior approach using a microsagittal saw. We compared Achilles pullout strength between the 2 groups through the use of a mechanical testing system. Specimens were then loaded to failure. Lateral radiographs were obtained before and after surgery to quantify bone removal. Outcome measures included height of bony resection, angle of bone resection, and load to failure. RESULTS: The mean maximum pullout strength was significantly higher in the intact specimens (1300 ± 500 N) compared to the open resection group (740 ± 180 N) ( P < .01), representing a 45% reduction in pullout force in the open resection group. Pullout force was significantly correlated to bone mineral density (BMD) ( P < .05). Pullout force was negatively correlated to both radiographic measures of resection level, angle, and height, but neither of these were significant. CONCLUSION: Open calcaneoplasty demonstrated a significant weakness of the Achilles tendon insertion. Pullout strength of the Achilles was also positively correlated with BMD. CLINICAL RELEVANCE: Biomechanical evidence presented above supports the practice of protected weightbearing and cautious return to activity after open calcaneoplasty for Haglund's syndrome.


Assuntos
Tendão do Calcâneo/fisiologia , Calcâneo/cirurgia , Procedimentos Ortopédicos/reabilitação , Fenômenos Biomecânicos , Densidade Óssea , Cadáver , Calcâneo/diagnóstico por imagem , Calcâneo/patologia , Feminino , Humanos , Masculino , Radiografia , Síndrome
17.
Arthrosc Tech ; 7(11): e1215-e1219, 2018 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-30533371

RESUMO

Deep medial collateral ligament (MCL) injury leads to meniscal lift-off and extrusion of the medial meniscus, resulting in instability and increased medial compartment pressures with subsequent cartilage damage. Repair of the deep MCL meniscotibial ligament in concert with superficial MCL repair or reconstruction is intended to restore the native anatomy , stability, and function of the medial meniscus. We present an arthroscopically assisted technique using standard arthroscopy portals and a medial open approach.

18.
Curr Urol ; 12(1): 20-26, 2018 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-30374276

RESUMO

INTRODUCTION: Radical cystectomy for bladder cancer is associated with high rates of readmission. We investigated the LACE score, a validated prediction tool for readmission and mortality, in the radical cystectomy population. MATERIALS & METHODS: Patients who underwent radical cystectomy for bladder cancer were identified by ICD-9 codes from the Healthcare Cost and Utilization Project State Inpatient Database for California years 2007-2010. The LACE score was calculated as previously described, with components of L: length of stay, A: acuity of admission, C: comorbidity, and E: number of emergency department visits within 6 months preceding surgery. RESULTS: Of 3,470 radical cystectomy patients, 638 (18.4%) experienced 90-day readmission, and 160 (4.6%) 90-day mortality. At a previously validated "high-risk" LACE score ≥ 10, patients experienced an increased risk of 90-day readmission (22.8 vs. 17.7%, p = 0.002) and mortality (9.1 vs. 3.5%, p < 0.001). On adjusted multivariable analysis, "high risk" patients by LACE score had increased 90-day odds of readmission (adjusted OR = 1.24, 95% CI: 0.99-1.54, p = 0.050) and mortality (adjusted OR = 2.09, 95% CI: 1.47-2.99, p < 0.001). CONCLUSION: The LACE score reasonably identifies patients at risk for 90-day mortality following radical cystectomy, but only poorly predicts readmission. Providers may use the LACE score to target high-risk patients for closer follow-up or intervention.

19.
Eur Urol Focus ; 3(1): 89-93, 2017 02.
Artigo em Inglês | MEDLINE | ID: mdl-28720373

RESUMO

Adverse reactions (ARs) to intravenous (IV) radiographic contrast range from mild urticaria to life-threatening anaphylaxis. Intraluminal contrast dye is routinely used in the urinary tract with a minimal perceived risk of AR. We used the Healthcare Cost and Utilization Project State Inpatient Databases for California and Florida from 2007 to 2011 to identify patients who received urinary tract contrast dye for retrograde pyelography, percutaneous pyelography, retrograde/other cystogram, and ileal conduitogram. After excluding patients who had received IV contrast for other radiologic studies, ARs to contrast were identified by a composite end point of diagnoses not present on admission including shock, anaphylaxis, iatrogenic hypotension, urticaria, angioedema, laryngospasm, laryngeal edema, and/or a new diagnosis of contrast reaction. Overall, 76 174 patients were included who had undergone non-IV urinary tract imaging, 367 (0.48%) of whom developed an AR. On multivariate analysis, receipt of contrast in the lower urinary tract (odds ratio [OR]: 1.8; p=0.04) or upper urinary tract by retrograde pyelography (OR: 1.6; p=0.04) or antegrade pyelography (OR: 2.0; p=0.007) increased the risk of AR compared with control patients. The use of contrast dye in the urinary tract is associated with a low, but present risk of AR. PATIENT SUMMARY: We looked at patients who underwent a urologic procedure using radiographic contrast media in the urinary tract. Although adverse reactions (ARs) may occur with the use of contrast media in the urinary tract, these reactions are experienced by a minority of patients (approximately 1 in 200). In addition, we found that an allergy to intravenous contrast does not increase a patient's risk of an AR to contrast within the urinary tract.


Assuntos
Meios de Contraste/efeitos adversos , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/epidemiologia , Urografia/efeitos adversos , Adulto , Idoso , Idoso de 80 Anos ou mais , Anafilaxia/epidemiologia , Angioedema/epidemiologia , California/epidemiologia , Meios de Contraste/administração & dosagem , Bases de Dados Factuais , Edema/epidemiologia , Feminino , Florida/epidemiologia , Humanos , Hipotensão/epidemiologia , Incidência , Laringismo/epidemiologia , Masculino , Pessoa de Meia-Idade , Edema Pulmonar/epidemiologia , Choque/epidemiologia , Urografia/métodos
20.
J Am Coll Surg ; 223(1): 164-171.e2, 2016 07.
Artigo em Inglês | MEDLINE | ID: mdl-27049779

RESUMO

BACKGROUND: Discharge location is associated with short-term readmission rates after hospitalization for several medical and surgical diagnoses. We hypothesized that discharge location: home, home health, skilled nursing facility (SNF), long-term acute care (LTAC), or inpatient rehabilitation, independently predicted the risk of 30-day readmission and severity of first readmission after orthotopic liver transplantation. STUDY DESIGN: We performed a retrospective cohort review using Healthcare Cost and Utilization Project (HCUP) State Inpatient Databases for Florida and California. Patients who underwent orthotopic liver transplantation from 2009 to 2011 were included and followed for 1 year. Mixed-effects logistic regression was used to model the effect of discharge location on 30-day readmission controlling for demographic, socioeconomic, and clinical factors. Total cost of first readmission was used as a surrogate measure for readmission severity and resource use. RESULTS: A total of 3,072 patients met our inclusion criteria. The overall 30-day readmission rate was 29.6%. Discharge to inpatient rehabilitation (adjusted odds ratio [aOR] 0.43, p = 0.013) or LTAC/SNF (aOR 0.63, p = 0.014) were associated with decreased odds of 30-day readmission when compared with home. The severity of 30-day readmissions for patients discharged to inpatient rehabilitation were the same as those discharged home or home with home health. Severity was increased for those discharged to LTAC/SNF. The time to first readmission was longest for patients discharged to inpatient rehabilitation (17 days vs 8 days, p < 0.001). CONCLUSIONS: When compared with other locations of discharge, inpatient rehabilitation reduces the risk of 30-day readmission and increases the time to first readmission. These benefits come without increasing the severity of readmission. Increased use of inpatient rehabilitation after orthotopic liver transplantation is a strategy to improve 30-day readmission rates.


Assuntos
Transplante de Fígado/reabilitação , Alta do Paciente/estatística & dados numéricos , Readmissão do Paciente/estatística & dados numéricos , Complicações Pós-Operatórias/prevenção & controle , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Bases de Dados Factuais , Feminino , Seguimentos , Serviços de Assistência Domiciliar , Hospitalização , Humanos , Assistência de Longa Duração , Masculino , Pessoa de Meia-Idade , Complicações Pós-Operatórias/diagnóstico , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Estudos Retrospectivos , Fatores de Risco , Índice de Gravidade de Doença , Instituições de Cuidados Especializados de Enfermagem , Resultado do Tratamento , Adulto Jovem
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