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1.
Surg Endosc ; 38(4): 2212-2218, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38379004

RESUMO

BACKGROUND: Laparoscopic sleeve gastrectomy (LSG) is the most common surgical treatment for morbid obesity. While certain specialized ambulatory surgery centers offer LSG on an outpatient basis, patients undergoing LSG at most academic centers are admitted to hospital for initial postoperative convalescence and monitoring. Our institution has begun to offer LSG with same-day discharge (SDD) in select patients. We aimed to compare the perioperative outcomes and costs for patients undergoing LSG with inpatient admission versus SDD. METHODS: All patients enrolled in the SDD program from December 2020 through July 2022 were identified from a prospectively maintained database. Patients enrolled in this pathway were analyzed on an intention-to-treat basis even if ultimately admitted postoperatively. Propensity scoring was used to match these patients 1:1 to those with planned inpatient recovery based on age, BMI, and ASA classification. RESULTS: Seventy-five patients were enrolled in the LSG with SDD program during the study period. Among these, 62 patients (82.7%) had successful immediate postoperative discharge. Reasons for cancelation of planned SDD included anxiety (n = 5), pain (n = 3), nausea (n = 2), and one patient each with hypotension, urinary retention, and bleeding. After matching, there were no differences in age, BMI, or ASA classification in a comparison group of patients with planned inpatient recovery. There were no differences in perioperative complications. There were no readmissions or requirements for outpatient intravenous fluids among patients with SDD, compared to n = 3 (4.0%) and n = 2 (2.7%) in the inpatient cohort, respectively. The total perioperative cost for patients undergoing LSG with planned SDD was 6.8% less than those with inpatient recovery. CONCLUSION: With appropriate protocols, LSG with same-day discharge can safely be performed at large academic surgery centers without increased morbidity or need for additional services in the perioperative period. SDD may be associated with decreased costs and allows for more efficient hospital bed allocation.


Assuntos
Laparoscopia , Obesidade Mórbida , Humanos , Laparoscopia/métodos , Alta do Paciente , Obesidade Mórbida/cirurgia , Obesidade Mórbida/complicações , Hospitais , Gastrectomia/métodos , Estudos Retrospectivos , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Complicações Pós-Operatórias/cirurgia , Resultado do Tratamento
3.
Exp Clin Transplant ; 21(7): 615-618, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37584542

RESUMO

During pediatric liver transplant, biliary reconstruction is often performed using Roux-en-Y choledoc-hojejunostomy or hepaticojejunostomy due to size mismatch, excessive tension caused by distance between donor and recipient ducts, or for transplant to treat primary biliary pathology. This method can be associated with additional small bowel-related complications compared with end-to-end ductal anastomosis. We report a case of late small bowel obstruction secondary to an impacted bezoar that formed at a patulous jejunojejunostomy portion of the biliary-enteric anastomosis. The patient was a 26-year-old male patient, who underwent deceased donor whole liver transplant for pediatric acute liver failure. Prior to his presentation to our institution with 2 days of abdominal pain, nausea, persistent burping, and intermittent vomiting, the patient reported an uneventful posttransplant course and was followed up at the institution where his transplant was performed. There were no reported changes in diet or lifestyle and no similar episodes during his follow-up. The patient was managed surgically after a brief trial of nonoperative management. At laparotomy, the anastomosis was resected and reconstructed to improve enteric drainage and prevent recurrent bezoar formation. The patient was discharged with no postoperative complications and remained asymptomatic at 11 months follow-up. We describe the clinical course and our technical approach at initial choledochojejunostomy creation and at jejunojejunostomy revision.


Assuntos
Bezoares , Transplante de Fígado , Adulto , Criança , Humanos , Masculino , Anastomose em-Y de Roux/métodos , Anastomose Cirúrgica/métodos , Bezoares/cirurgia , Fígado/diagnóstico por imagem , Fígado/cirurgia , Transplante de Fígado/efeitos adversos , Transplante de Fígado/métodos , Sobrevivência de Enxerto
4.
Surg Endosc ; 37(10): 7401-7411, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37608232

RESUMO

BACKGROUND: Surgical skill training, assessment, and feedback are the backbone of surgical training. High-quality skills require expert supervision and evaluation throughout a resource-intensive multi-year training process. As technological barriers to internet access and the ability to save and upload surgical videos continue to improve, video-based assessment technology is emerging as a tool that could reshape surgical training for the next generation of surgeons. Video-based assessment platforms have the potential to allow surgeons from across the globe to upload their surgical videos online and receive high-quality, standardized, and unbiased feedback. They combine visual recordings of a surgeon's operative technique, with standardized grading tools that have the potential to significantly impact surgical training and technical skill acquisition across the world. METHOD: The platforms included in this review are in various stages of development after a thorough discussion with national experts on the SAGES TAVAC (Technology and Value Assessments) Committee. For each VBA program, a description of its platform was given and a literature review was obtained using a PubMed search performed from inception until December 2021. RESULTS: The study reviewed all video-based assessment programs currently available in the market, identified their strengths and weaknesses, and how they can be optimized in future. CONCLUSION: The technological platforms will play a key role in the training and technical skill acquisition of the next generation of surgeons and can have an immense impact on patient care across the world. There is immense potential for all these platforms to grow and become incorporated within the framework of an effective surgical training program.


Assuntos
Cirurgiões , Humanos , Cirurgiões/educação , Avaliação Educacional/métodos , Retroalimentação , Competência Clínica , Tecnologia , Gravação em Vídeo
5.
Surg Endosc ; 37(11): 8690-8707, 2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37516693

RESUMO

BACKGROUND: Surgery generates a vast amount of data from each procedure. Particularly video data provides significant value for surgical research, clinical outcome assessment, quality control, and education. The data lifecycle is influenced by various factors, including data structure, acquisition, storage, and sharing; data use and exploration, and finally data governance, which encompasses all ethical and legal regulations associated with the data. There is a universal need among stakeholders in surgical data science to establish standardized frameworks that address all aspects of this lifecycle to ensure data quality and purpose. METHODS: Working groups were formed, among 48 representatives from academia and industry, including clinicians, computer scientists and industry representatives. These working groups focused on: Data Use, Data Structure, Data Exploration, and Data Governance. After working group and panel discussions, a modified Delphi process was conducted. RESULTS: The resulting Delphi consensus provides conceptualized and structured recommendations for each domain related to surgical video data. We identified the key stakeholders within the data lifecycle and formulated comprehensive, easily understandable, and widely applicable guidelines for data utilization. Standardization of data structure should encompass format and quality, data sources, documentation, metadata, and account for biases within the data. To foster scientific data exploration, datasets should reflect diversity and remain adaptable to future applications. Data governance must be transparent to all stakeholders, addressing legal and ethical considerations surrounding the data. CONCLUSION: This consensus presents essential recommendations around the generation of standardized and diverse surgical video databanks, accounting for multiple stakeholders involved in data generation and use throughout its lifecycle. Following the SAGES annotation framework, we lay the foundation for standardization of data use, structure, and exploration. A detailed exploration of requirements for adequate data governance will follow.


Assuntos
Inteligência Artificial , Melhoria de Qualidade , Humanos , Consenso , Coleta de Dados
6.
Growth Horm IGF Res ; 65: 101482, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35780715

RESUMO

OBJECTIVE: The GH and IGF-1 axis is a candidate disease-modifying target in nonalcoholic fatty liver disease (NAFLD) given its lipolytic, anti-inflammatory and anti-fibrotic properties. IGF-1 receptor (IGF-1R) and GH receptor (GHR) expression in adult, human hepatic tissue is not well understood across the spectrum of NAFLD severity. Therefore, we sought to investigate hepatic IGF-1R and GHR expression in subjects with NAFLD utilizing gene expression analysis (GEA) and immunohistochemistry (IHC). DESIGN: GEA (n = 318) and IHC (n = 30) cohorts were identified from the Massachusetts General Hospital NAFLD Tissue Repository. GEA subjects were categorized based on histopathology as normal liver histology (NLH), steatosis only (Steatosis), nonalcoholic steatohepatitis (NASH) without fibrosis (NASH F0), and NASH with fibrosis (NASH F1-4) with GEA by the Nanostring nCounter assay. IHC subjects were matched for age, body mass index (BMI), sex, and diabetic status across three groups (n = 10 each): NLH, Steatosis, and NASH with fibrosis (NASH F1-3). IHC for IGF-1R, IGF-1 and GHR was performed on formalin-fixed, paraffin-embedded hepatic tissue samples. RESULTS: IGF-1R gene expression did not differ across NAFLD severity while IGF-1 gene expression decreased with increasing NAFLD severity, including when controlled for BMI and age. GHR expression did not differ by severity of NAFLD based on GEA or IHC. CONCLUSIONS: IGF-1R and GHR expression levels were not significantly different across NAFLD disease severity. However, expression of IGF-1 was lower with increasing severity of NAFLD. Additional research is needed regarding the contribution of the GH/IGF-1 axis to the pathophysiology of NAFLD and NASH.


Assuntos
Hepatopatia Gordurosa não Alcoólica , Adulto , Fibrose , Humanos , Fator de Crescimento Insulin-Like I/genética , Fator de Crescimento Insulin-Like I/metabolismo , Fígado/metabolismo , Hepatopatia Gordurosa não Alcoólica/patologia , Receptor IGF Tipo 1/genética , Receptor IGF Tipo 1/metabolismo
7.
J Hepatol ; 76(1): 25-33, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34600973

RESUMO

BACKGROUND & AIMS: Identifying fibrosis in non-alcoholic fatty liver disease (NAFLD) is essential to predict liver-related outcomes and guide treatment decisions. A protein-based signature of fibrosis could serve as a valuable, non-invasive diagnostic tool. This study sought to identify circulating proteins associated with fibrosis in NAFLD. METHODS: We used aptamer-based proteomics to measure 4,783 proteins in 2 cohorts (Cohort A and B). Targeted, quantitative assays coupling aptamer-based protein pull down and mass spectrometry (SPMS) validated the profiling results in a bariatric and NAFLD cohort (Cohort C and D, respectively). Generalized linear modeling-logistic regression assessed the ability of candidate proteins to classify fibrosis. RESULTS: From the multiplex profiling, 16 proteins differed significantly by fibrosis in cohorts A (n = 62) and B (n = 98). Quantitative and robust SPMS assays were developed for 8 proteins and validated in Cohorts C (n = 71) and D (n = 84). The A disintegrin and metalloproteinase with thrombospondin motifs like 2 (ADAMTSL2) protein accurately distinguished non-alcoholic fatty liver (NAFL)/non-alcoholic steatohepatitis (NASH) with fibrosis stage 0-1 (F0-1) from at-risk NASH with fibrosis stage 2-4, with AUROCs of 0.83 and 0.86 in Cohorts C and D, respectively, and from NASH with significant fibrosis (F2-3), with AUROCs of 0.80 and 0.83 in Cohorts C and D, respectively. An 8-protein panel distinguished NAFL/NASH F0-1 from at-risk NASH (AUROCs 0.90 and 0.87 in Cohort C and D, respectively) and NASH F2-3 (AUROCs 0.89 and 0.83 in Cohorts C and D, respectively). The 8-protein panel and ADAMTSL2 protein had superior performance to the NAFLD fibrosis score and fibrosis-4 score. CONCLUSION: The ADAMTSL2 protein and an 8-protein soluble biomarker panel are highly associated with at-risk NASH and significant fibrosis; they exhibited superior diagnostic performance compared to standard of care fibrosis scores. LAY SUMMARY: Non-alcoholic fatty liver disease (NAFLD) is one of the most common causes of liver disease worldwide. Diagnosing NAFLD and identifying fibrosis (scarring of the liver) currently requires a liver biopsy. Our study identified novel proteins found in the blood which may identify fibrosis without the need for a liver biopsy.


Assuntos
Proteínas ADAMTS/análise , Cirrose Hepática/diagnóstico , Hepatopatia Gordurosa não Alcoólica/diagnóstico , Adulto , Área Sob a Curva , Biomarcadores/análise , Biópsia/métodos , Biópsia/estatística & dados numéricos , Estudos de Casos e Controles , Estudos de Coortes , Feminino , Humanos , Cirrose Hepática/sangue , Cirrose Hepática/patologia , Modelos Logísticos , Masculino , Massachusetts , Pessoa de Meia-Idade , Hepatopatia Gordurosa não Alcoólica/patologia , Estudos Prospectivos , Curva ROC
8.
Hepatol Commun ; 6(1): 77-89, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34558849

RESUMO

Approaches to manage nonalcoholic fatty liver disease (NAFLD) are limited by an incomplete understanding of disease pathogenesis. The aim of this study was to identify hepatic gene-expression patterns associated with different patterns of liver injury in a high-risk cohort of adults with obesity. Using the NanoString Technologies (Seattle, WA) nCounter assay, we quantified expression of 795 genes, hypothesized to be involved in hepatic fibrosis, inflammation, and steatosis, in liver tissue from 318 adults with obesity. Liver specimens were categorized into four distinct NAFLD phenotypes: normal liver histology (NLH), steatosis only (steatosis), nonalcoholic steatohepatitis without fibrosis (NASH F0), and NASH with fibrosis stage 1-4 (NASH F1-F4). One hundred twenty-five genes were significantly increasing or decreasing as NAFLD pathology progressed. Compared with NLH, NASH F0 was characterized by increased inflammatory gene expression, such as gamma-interferon-inducible lysosomal thiol reductase (IFI30) and chemokine (C-X-C motif) ligand 9 (CXCL9), while complement and coagulation related genes, such as C9 and complement component 4 binding protein beta (C4BPB), were reduced. In the presence of NASH F1-F4, extracellular matrix degrading proteinases and profibrotic/scar deposition genes, such as collagens and transforming growth factor beta 1 (TGFB1), were simultaneously increased, suggesting a dynamic state of tissue remodeling. Conclusion: In adults with obesity, distinct states of NAFLD are associated with intrahepatic perturbations in genes related to inflammation, complement and coagulation pathways, and tissue remodeling. These data provide insights into the dynamic pathogenesis of NAFLD in high-risk individuals.


Assuntos
Expressão Gênica , Hepatopatia Gordurosa não Alcoólica/complicações , Hepatopatia Gordurosa não Alcoólica/genética , Obesidade/complicações , Adulto , Progressão da Doença , Regulação para Baixo , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Fatores de Risco , Regulação para Cima
9.
Surg Obes Relat Dis ; 18(3): 326-334, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-34896012

RESUMO

BACKGROUND: One anastomosis gastric bypass (OAGB) is the third most common (4%) primary bariatric procedure worldwide but is seldom performed in the United States and is currently under consideration for endorsement by the American Society for Metabolic and Bariatric Surgery. Evidence from the United States on safety of OAGB compared to Roux-en-Y gastric bypass (RYGB) and sleeve gastrectomy (SG) is limited. OBJECTIVE: To compare the short-term safety outcomes of the three primary bariatric procedures. SETTING: Metabolic and Bariatric Surgery Accreditation and Quality Improvement Program (MBSAQIP)-accredited hospitals in the United States and Canada. METHODS: Using the 2015-2019 MBSAQIP database, we compared the safety outcomes of adult patients who underwent primary laparoscopic OAGB, RYGB, and SG. Exclusion criteria included age over 80 years, emergency operation, conversion, and incomplete follow-up. The primary outcome was 30-day overall complication. Secondary outcomes were 30-day surgical and medical complications and hospitalization length. RESULTS: A total of 341 patients underwent primary OAGB. Using propensity scores, we matched the OAGB cohort 1:1 with two cohorts of similar baseline characteristics who underwent RYGB and SG, respectively. The OAGB cohort had a lower overall complication rate than the RYGB cohort (6.7% versus12.3%, P = .02) and a similar rate to the SG cohort (5.0%, P = .43). The OAGB cohort had a similar rate of surgical complication to the RYGB cohort (5.0% versus 8.5%, P = .1) and a higher rate than the SG group (1.2%, P = .009). The OAGB cohort had a shorter median hospitalization than the RYGB cohort (1 d [interquartile range (IQR) 1-2 d] versus 2 d [IQR 1-2 d], P < .001) and a similar hospitalization length to the SG cohort ([1-2 d], P = .46). CONCLUSION: Using the largest and the most current U.S. data, this study demonstrated that the short-term safety profile of primary OAGB is acceptable, but future studies should determine the long-term safety.


Assuntos
Cirurgia Bariátrica , Derivação Gástrica , Obesidade Mórbida , Acreditação , Adulto , Idoso de 80 Anos ou mais , Cirurgia Bariátrica/métodos , Gastrectomia/efeitos adversos , Gastrectomia/métodos , Derivação Gástrica/efeitos adversos , Derivação Gástrica/métodos , Humanos , Obesidade Mórbida/etiologia , Obesidade Mórbida/cirurgia , Melhoria de Qualidade , Estudos Retrospectivos , Resultado do Tratamento , Estados Unidos/epidemiologia
10.
Surg Obes Relat Dis ; 17(2): 292-298, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-33153965

RESUMO

BACKGROUND: Patients with obesity are at increased risk for nonalcoholic fatty liver disease (NAFLD). The effectiveness of noninvasive screening tests for ruling out advanced fibrosis (stage 3-4) is unknown. OBJECTIVES: To determine the prevalence of advanced fibrosis in patients undergoing routine liver biopsy during bariatric surgery and assess the effectiveness of existing noninvasive risk calculators. SETTING: Academic medical center in the United States. METHODS: Routine liver biopsies were obtained during first-time bariatric surgery (January 2001-December 2017). Patient demographic characteristics, co-morbidities, and preoperative laboratory values were compiled. Sensitivity, specificity, negative predictive value (NPV), and positive predictive value (PPV) were compared between 3 noninvasive risk calculators for advanced fibrosis: the fibrosis-4 index, NAFLD fibrosis score, and aminotransferase-to-platelet ratio index (APRI). RESULTS: Among 2465 patients, the prevalence of advanced fibrosis (stage 3-4) was 3.4%. The mean age was 45.5 years, and the mean body mass index was 46.8. The sensitivity of noninvasive risk calculators ranged from 85% (NAFLD fibrosis score) to 24% (APRI). The NAFLD fibrosis score performed best in screening out advanced fibrosis, with an NPV of 99%. The PPV ranged from 9% to 65%. In this study cohort, the use of the NALFD fibrosis score correctly ruled out advanced fibrosis in 893 (36%) patients, with 13 false negatives. CONCLUSIONS: The prevalence of advanced fibrosis in individuals undergoing routine first-time bariatric procedures is 3.4%. Use of the NALFD fibrosis score can rule out advanced fibrosis in one-third of this population, and guide surgical decision-making.


Assuntos
Cirurgia Bariátrica , Hepatopatia Gordurosa não Alcoólica , Biópsia , Humanos , Fígado/patologia , Cirrose Hepática/diagnóstico , Cirrose Hepática/epidemiologia , Cirrose Hepática/etiologia , Pessoa de Meia-Idade , Hepatopatia Gordurosa não Alcoólica/epidemiologia , Hepatopatia Gordurosa não Alcoólica/patologia
11.
Surg Endosc ; 35(10): 5441-5449, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-33033914

RESUMO

BACKGROUND: Quality improvement (QI) initiatives commonly originate 'top-down' from senior leadership, as staff engagement is often sporadic. We describe our experience with a technology-enabled open innovation contest to encourage participation from multiple stakeholders in a Department of Surgery (DoS) to solicit ideas for QI. We aimed to stimulate engagement and to assist DoS leadership in prioritizing QI initiatives. METHODS: Observational study of a process improvement. The process had five phases: anonymous online submission of ideas by frontline staff; anonymous online crowd-voting to rank ideas on a scale whether the DoS should implement each idea (1 = No, 3 = Maybe, 5 = Yes); ideas with scores ≥ 95th percentile were invited to submit implementation plans; plans were reviewed by a multi-disciplinary panel to select a winning idea; an award ceremony celebrated the completion of the contest. RESULTS: 152 ideas were submitted from 95 staff (n = 850, 11.2%). All Divisions (n = 12) and all staff roles (n = 12) submitted ideas. The greatest number of ideas were submitted by faculty (27.6%), patient service coordinators (18.4%), and residents (17.8%). The most common QI category was access to care (20%). 195 staff (22.9%) cast 3559 votes. The mean score was 3.5 ± 0.5. 10 Ideas were objectively invited to submit implementation plans. One idea was awarded a grand prize of funding, project management, and leadership buy-in. CONCLUSION: A web-enabled open innovation contest was successful in engaging faculty, residents, and other critical role groups in QI. It also enabled the leadership to re-affirm a positive culture of inclusivity, maintain an open-door policy, and also democratically vet and prioritize solutions for quality improvement.


Assuntos
Hospitais Gerais , Melhoria de Qualidade , Humanos , Liderança , Massachusetts
12.
Anesthesiology ; 132(2): 379-394, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31939856

RESUMO

Artificial intelligence has been advancing in fields including anesthesiology. This scoping review of the intersection of artificial intelligence and anesthesia research identified and summarized six themes of applications of artificial intelligence in anesthesiology: (1) depth of anesthesia monitoring, (2) control of anesthesia, (3) event and risk prediction, (4) ultrasound guidance, (5) pain management, and (6) operating room logistics. Based on papers identified in the review, several topics within artificial intelligence were described and summarized: (1) machine learning (including supervised, unsupervised, and reinforcement learning), (2) techniques in artificial intelligence (e.g., classical machine learning, neural networks and deep learning, Bayesian methods), and (3) major applied fields in artificial intelligence.The implications of artificial intelligence for the practicing anesthesiologist are discussed as are its limitations and the role of clinicians in further developing artificial intelligence for use in clinical care. Artificial intelligence has the potential to impact the practice of anesthesiology in aspects ranging from perioperative support to critical care delivery to outpatient pain management.


Assuntos
Anestesiologia/métodos , Inteligência Artificial , Monitorização Intraoperatória/métodos , Anestesiologia/tendências , Inteligência Artificial/tendências , Aprendizado Profundo/tendências , Humanos , Aprendizado de Máquina/tendências , Monitorização Intraoperatória/tendências , Redes Neurais de Computação
13.
Ann Surg ; 271(5): 898-905, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-30499802

RESUMO

OBJECTIVE: The objective of this study was to determine the effects of open versus laparoscopic surgery on the development of adhesive small bowel obstruction (aSBO). SUMMARY BACKGROUND DATA: aSBO is a significant contributor to short and long-term postoperative morbidity. Laparoscopy has demonstrated a protective effect in colorectal surgery, but these effects have not been generalized to other abdominal procedures. METHODS: Population level California state data (1995-2010) was analyzed. We identified patients who underwent Roux-en-Y gastric bypass (RYGB), cholecystectomy, partial colectomy, appendectomy, and hysterectomy. The primary outcome was aSBO. Clinical, patient, and hospital characteristics were assessed using Kaplan-Meir methodology and Cox regression analysis adjusting for demographics, comorbidities, and operative approach. RESULTS: We included 1,612,629 patients with a median follow-up of 6.3 years. The 5-year incidence rate of aSBO was higher after open surgery compared with laparoscopic surgery for each procedure (RYGB 2.1% vs. 1.5%, P < 0.001; cholecystectomy 2.2% vs. 0.65%, P < 0.001; partial colectomy 5.5% vs. 2.8%, P < 0.001; appendectomy 0.58% vs. 0.35%, P < 0.001; and hysterectomy 0.89% vs. 0.54%, P < 0.001). The period of greatest risk for aSBO formation was within the first 2-years. In multivariate analysis, an open approach was associated with an increased risk of aSBO for each procedure [RYGB hazard ratio (HR) 1.24, P < 0.001; cholecystectomy HR 1.89, P < 0.001; partial colectomy HR 1.49, P < 0.001; appendectomy HR 1.45, P < 0.001; and hysterectomy HR 1.16, P < 0.001). CONCLUSIONS: Laparoscopy is associated with a significant and sustained reduction in the rate of aSBO. The period of greatest risk for aSBO is within the first 2 years after surgery.


Assuntos
Colecistectomia , Procedimentos Cirúrgicos do Sistema Digestório , Histerectomia , Obstrução Intestinal/epidemiologia , Intestino Delgado , Laparoscopia/métodos , Complicações Pós-Operatórias/epidemiologia , Aderências Teciduais/epidemiologia , Adulto , Idoso , California/epidemiologia , Feminino , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Fatores de Risco
14.
Ann Surg ; 270(3): 414-421, 2019 09.
Artigo em Inglês | MEDLINE | ID: mdl-31274652

RESUMO

OBJECTIVE(S): To develop and assess AI algorithms to identify operative steps in laparoscopic sleeve gastrectomy (LSG). BACKGROUND: Computer vision, a form of artificial intelligence (AI), allows for quantitative analysis of video by computers for identification of objects and patterns, such as in autonomous driving. METHODS: Intraoperative video from LSG from an academic institution was annotated by 2 fellowship-trained, board-certified bariatric surgeons. Videos were segmented into the following steps: 1) port placement, 2) liver retraction, 3) liver biopsy, 4) gastrocolic ligament dissection, 5) stapling of the stomach, 6) bagging specimen, and 7) final inspection of staple line. Deep neural networks were used to analyze videos. Accuracy of operative step identification by the AI was determined by comparing to surgeon annotations. RESULTS: Eighty-eight cases of LSG were analyzed. A random 70% sample of these clips was used to train the AI and 30% to test the AI's performance. Mean concordance correlation coefficient for human annotators was 0.862, suggesting excellent agreement. Mean (±SD) accuracy of the AI in identifying operative steps in the test set was 82% ±â€Š4% with a maximum of 85.6%. CONCLUSIONS: AI can extract quantitative surgical data from video with 85.6% accuracy. This suggests operative video could be used as a quantitative data source for research in intraoperative clinical decision support, risk prediction, or outcomes studies.


Assuntos
Inteligência Artificial , Gastrectomia/métodos , Laparoscopia/métodos , Gravação em Vídeo/estatística & dados numéricos , Cirurgia Vídeoassistida/métodos , Centros Médicos Acadêmicos , Adulto , Automação , Bases de Dados Factuais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Monitorização Intraoperatória/métodos , Variações Dependentes do Observador , Duração da Cirurgia , Estudos Retrospectivos , Sensibilidade e Especificidade
15.
Surg Obes Relat Dis ; 15(6): 856-863, 2019 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-31101562

RESUMO

BACKGROUND: Sleeve gastrectomy (SG) has replaced Roux-en-Y gastric bypass (RYGB) as the most common bariatric operation. While SG constitutes ∼70% of all bariatric volume, we hypothesize that the distribution of SG versus RYGB varies widely at the level of the surgeon and that surgeon rather than patient factors are the primary driver of the procedure performed. OBJECTIVES: To determine the distribution of bariatric procedures performed at the surgeon level. SETTING: Population-level analysis using the Statewide Planning and Research Cooperative System (SPARCS) for New York State (2004-2014). METHODS: Identified surgeons performing SG and RYGB using billing codes. Logistic regression performed to determine the impact of surgeon, patient, and hospital factors on receiving a RYGB. RESULTS: Of the 142 surgeons who perform >5 bariatric operations per year, 32 (22.5%) performed a SG in ≥95% of their bariatric cases in the year 2014. In logistic regression, diabetes (odds ratio [OR] 1.45; P < .001) and gastroesophageal reflux disease (OR 1.36; P < .001) were associated with receiving a RYGB. However, the most correlated factor was whether the surgeon had a RYGB case volume >66th percentile in the preceding year (OR 33.8; P < .001). In pseudo-R2 analysis, 83% of the power of the regression could be explained by surgeon factors alone. CONCLUSIONS: While the percentage of SG in this cohort closely matches the national average, there is wide variation at the surgeon level with a significant proportion predominantly performing a single procedure. Surgeon factors are more strongly correlated with procedure selection compared to patient or hospital factors.


Assuntos
Gastrectomia/estatística & dados numéricos , Derivação Gástrica/estatística & dados numéricos , Padrões de Prática Médica/estatística & dados numéricos , Cirurgiões/estatística & dados numéricos , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Obesidade Mórbida/cirurgia , Estudos Retrospectivos
16.
Surg Obes Relat Dis ; 15(6): 843-849, 2019 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-31014948

RESUMO

BACKGROUND: Obesity is a known risk factor for nonalcoholic fatty liver disease (NAFLD). However, among individuals undergoing bariatric surgery, the prevalence and risk factors for NAFLD, as well as distinct phenotypes of steatosis, nonalcoholic steatohepatitis (NASH), and fibrosis remain incompletely understood. OBJECTIVES: To determine the prevalence and risk factors for steatosis, NASH, and fibrosis in individuals undergoing routine bariatric surgery. SETTING: Academic medical center in the United States. METHODS: Liver wedge biopsies were performed at the time of surgery between 2001 and 2017. Pathology reports were reviewed, and individuals were grouped by NAFLD phenotype. Covariates including demographic characteristics, co-morbidities, and preoperative laboratory values were compared between groups using Student's t test, Pearson's χ2, and logistic regression. RESULTS: Liver biopsies were obtained in 97.7% of first-time bariatric procedures, representing 2557 patients. Mean age was 45.6 years, mean body mass index was 46.7, and most were non-Hispanic white (76.1%) and female (71.6%). On histologic review 61.2% had steatosis and 30.9% NASH. Fibrosis was identified in 29.3% of individuals, and 7.8% had stage ≥2 fibrosis. On logistic regression, elevated aspartate aminotransferase (odds ratio [OR] 1.87; P < .001) and elevated alanine aminotransferase (OR 1.62; P < .001) were independently associated with fibrosis. Elevated hemoglobin A1C of 5.7% to 6.5% (OR 1.29; P < .01) and >6.5% (OR 3.23; P < .001) were also associated with fibrosis. A similar trend was seen for NASH. CONCLUSIONS: NASH and/or fibrosis is present in nearly one third of patients undergoing routine bariatric surgery. Risk factors include diabetes, elevated liver enzymes, and diabetes. Risk assessment and aggressive screening should be considered in patients undergoing bariatric surgery.


Assuntos
Cirurgia Bariátrica/métodos , Fígado Gorduroso/epidemiologia , Cirrose Hepática/epidemiologia , Fígado/patologia , Adulto , Biópsia , Fígado Gorduroso/complicações , Fígado Gorduroso/diagnóstico , Fígado Gorduroso/patologia , Feminino , Humanos , Cirrose Hepática/complicações , Cirrose Hepática/diagnóstico , Cirrose Hepática/patologia , Masculino , Pessoa de Meia-Idade , Obesidade Mórbida/complicações , Obesidade Mórbida/cirurgia , Prevalência , Estudos Retrospectivos , Fatores de Risco
17.
Am J Surg ; 208(4): 544-549.e1, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-25129426

RESUMO

BACKGROUND: Elderly Americans are at increased risk of head trauma, particularly fall related. The effect of warfarin on head trauma outcomes remains controversial. METHODS: Medicare beneficiaries with head injuries from 2009 to 2011 were identified by International Classification of Diseases (ICD)-9 code. Preinjury warfarin use was determined using Part D claims. Multiple logistic regression models determined the association of preinjury warfarin on need for hospitalization, intensive care unit care, and occurrence of intracranial hemorrhage. Association between warfarin and in-hospital mortality was assessed using a Cox proportional hazard model. RESULTS: Of 11,078 head injured patients, 5.2% were injured while on warfarin. Preinjury warfarin increased the odds of intracranial hemorrhage by 40% and doubled the risk of 30-day in-hospital mortality after adjusting for demographic and clinical factors. CONCLUSIONS: Warfarin at the time of head injury increases the risk of adverse outcomes in Medicare beneficiaries with head injuries. Caution should be used when initiating anticoagulation in elderly Americans at risk for trauma.


Assuntos
Traumatismos Craniocerebrais/terapia , Pacientes Internados , Unidades de Terapia Intensiva , Hemorragias Intracranianas/epidemiologia , Medicare , Medição de Risco , Varfarina/efeitos adversos , Idoso , Idoso de 80 Anos ou mais , Anticoagulantes/administração & dosagem , Anticoagulantes/efeitos adversos , Traumatismos Craniocerebrais/complicações , Traumatismos Craniocerebrais/economia , Feminino , Seguimentos , Humanos , Incidência , Benefícios do Seguro/economia , Hemorragias Intracranianas/economia , Hemorragias Intracranianas/etiologia , Masculino , Prognóstico , Estudos Retrospectivos , Fatores de Risco , Taxa de Sobrevida , Tromboembolia/complicações , Tromboembolia/prevenção & controle , Estados Unidos/epidemiologia , Varfarina/administração & dosagem
18.
J Surg Oncol ; 110(5): 592-8, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-25111970

RESUMO

Pancreatic cancer is a highly lethal malignancy that often presents at an advanced stage. Surgical resection can prolong survival and offers the only potential for cure. However, pancreatectomy is associated with significant morbidity and mortality. This article reviews perioperative outcomes, post-resection long-term survival, and innovations in the surgical management of pancreatic cancer.


Assuntos
Neoplasias Pancreáticas/cirurgia , Humanos , Neoplasias Pancreáticas/tratamento farmacológico , Resultado do Tratamento
19.
HPB (Oxford) ; 16(3): 275-81, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23869407

RESUMO

OBJECTIVES: Pancreaticoduodenal trauma (PDT) is associated with substantial mortality and morbidity. In this study, contemporary trends were analysed using national data. METHODS: The Nationwide Inpatient Sample for 1998-2009 was queried for patients with PDT. Interventions including any operation (Any-Op) and pancreas-specific surgery (PSURG) were identified. Trends in treatment and outcomes were determined [complications, length of stay (LoS), mortality] for the Any-Op, PSURG and non-operative (Non-Op) groups. Analyses included chi-squared tests, Cochran-Armitage trend tests and logistic regression. RESULTS: A total of 27 216 patients (nationally weighted) with PDT were identified. Over time, the frequency of PDT increased by 8.3%, whereas the proportion of patients submitted to PSURG declined (from 21.7% to 19.8%; P = 0.0004) and the percentage of patients submitted to non-operative management increased (from 56.7% to 59.1%; P = 0.01). In the Non-Op group, mortality decreased from 9.7% to 8.6% (P < 0.001); morbidity and LoS remained unchanged at ∼40% and ∼12 days, respectively. In the PSURG group, mortality remained stable at ∼15%, complications increased from 50.2% to 71.8% (P < 0.0001) and LoS remained stable at ∼21 days. For all PDT patients, significant independent predictors of mortality included: the presence of combined pancreatic and duodenal injuries; penetrating trauma, and age >50 years. Having any operation (Any-Op) was associated with mortality, but PSURG was not a predictor of death. CONCLUSIONS: The utilization of operations for PDT has declined without affecting mortality, but operative morbidity increased significantly over the 12 years to 2009. The development of an evidence-based approach to invasive manoeuvres and an early multidisciplinary approach involving pancreatic surgeons may improve outcomes in patients with these morbid injuries.


Assuntos
Procedimentos Cirúrgicos do Sistema Digestório/tendências , Duodeno/cirurgia , Gastroenterologia/tendências , Pâncreas/cirurgia , Ferimentos e Lesões/terapia , Adulto , Distribuição de Qui-Quadrado , Procedimentos Cirúrgicos do Sistema Digestório/efeitos adversos , Procedimentos Cirúrgicos do Sistema Digestório/mortalidade , Duodeno/lesões , Feminino , Humanos , Tempo de Internação , Modelos Lineares , Modelos Logísticos , Masculino , Análise Multivariada , Razão de Chances , Pâncreas/lesões , Complicações Pós-Operatórias/mortalidade , Medição de Risco , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento , Estados Unidos/epidemiologia , Ferimentos e Lesões/diagnóstico , Ferimentos e Lesões/mortalidade , Ferimentos e Lesões/cirurgia
20.
J Gastrointest Surg ; 17(3): 434-42, 2013 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23292460

RESUMO

INTRODUCTION: Intraoperative cholangiogram (IOC) can define biliary ductal anatomy. Routine IOC has been proposed previously. However, current surgeon IOC utilization practice patterns and outcomes are unclear. METHODS: Nationwide Inpatient Sample 2004-2009 was queried for patients with acute biliary disease undergoing cholecystectomy (CCY). Analyses only included surgeons performing ≥10 CCY/year. We dichotomized surgeons into a routine IOC group vs. selective. Outcomes included bile duct injury, complications, mortality, length of stay, and cost. RESULTS: Of the nonweighted patients, 111,815 underwent CCY. A total of 4,740 actual surgeon yearly volumes were examined. On average, each surgeon performed 23.6 CCYs and 7.9 IOCs annually, using IOC in 33 % of cases. The routine IOC group used IOC for 96 % of cases, whereas selective IOC group used IOC ∼25 % of the time. Routine IOC surgeons had no difference in mortality (0.4 %) or rate of bile duct injury (0.25 vs. 0.26 %), but higher overall complications (7.3 vs. 6.8 %, p = 0.04). Patients of routine IOC surgeons received more additional procedures and incurred higher costs. CONCLUSION: Routine IOC does not decrease the rate of bile duct injury, but is associated with significant added cost. Surgeons' routine use of IOC is correlated with increased rates of postsurgical procedures, and is associated with increased overall complications. These data suggest routine IOC may not improve outcomes.


Assuntos
Ductos Biliares/lesões , Doenças Biliares/diagnóstico por imagem , Doenças Biliares/cirurgia , Colangiografia/estatística & dados numéricos , Colecistectomia , Complicações Pós-Operatórias/etiologia , Colangiografia/economia , Colecistectomia/estatística & dados numéricos , Feminino , Custos de Cuidados de Saúde , Mortalidade Hospitalar , Humanos , Cuidados Intraoperatórios , Tempo de Internação , Modelos Lineares , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Padrões de Prática Médica/estatística & dados numéricos , Estados Unidos
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