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2.
Liver Int ; 44(5): 1176-1188, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38353022

RESUMEN

BACKGROUND AND AIMS: Bacterial species and microbial pathways along with metabolites and clinical parameters may interact to contribute to non-alcoholic fatty liver disease (NAFLD) and disease severity. We used integrated machine learning models and a cross-validation approach to assess this interaction in bariatric patients. METHODS: 113 patients undergoing bariatric surgery had clinical and biochemical parameters, blood and stool metabolite measurements as well as faecal shotgun metagenome sequencing to profile the intestinal microbiome. Liver histology was classified as normal liver obese (NLO; n = 30), simple steatosis (SS; n = 41) or non-alcoholic steatohepatitis (NASH; n = 42); fibrosis was graded F0 to F4. RESULTS: We found that those with NASH versus NLO had an increase in potentially harmful E. coli, a reduction of potentially beneficial Alistipes putredinis and an increase in ALT and AST. There was higher serum glucose, faecal 3-(3-hydroxyphenyl)-3-hydroxypropionic acid and faecal cholic acid and lower serum glycerophospholipids. In NAFLD, those with severe fibrosis (F3-F4) versus F0 had lower abundance of anti-inflammatory species (Eubacterium ventriosum, Alistipes finegoldii and Bacteroides dorei) and higher AST, serum glucose, faecal acylcarnitines, serum isoleucine and homocysteine as well as lower serum glycerophospholipids. Pathways involved with amino acid biosynthesis and degradation were significantly more represented in those with NASH compared to NLO, with severe fibrosis having an overall stronger significant association with Superpathway of menaquinol-10 biosynthesis and Peptidoglycan biosynthesis IV. CONCLUSIONS: In bariatric patients, NASH and severe fibrosis were associated with specific bacterial species, metabolic pathways and metabolites that may contribute to NAFLD pathogenesis and disease severity.


Asunto(s)
Cirugía Bariátrica , Microbioma Gastrointestinal , Enfermedad del Hígado Graso no Alcohólico , Obesidad Mórbida , Humanos , Enfermedad del Hígado Graso no Alcohólico/complicaciones , Escherichia coli , Hígado/patología , Fibrosis , Metaboloma , Glicerofosfolípidos/metabolismo , Glucosa/metabolismo , Obesidad Mórbida/complicaciones
3.
Surg Endosc ; 37(12): 9406-9413, 2023 12.
Artículo en Inglés | MEDLINE | ID: mdl-37670189

RESUMEN

INTRODUCTION: Continuing Professional Development opportunities for lifelong learning are fundamental to the acquisition of surgical expertise. However, few opportunities exist for longitudinal and structured learning to support the educational needs of surgeons in practice. While peer-to-peer coaching has been proposed as a potential solution, there remains significant logistical constraints and a lack of evidence to support its effectiveness. The purpose of this study is to determine whether the use of remote videoconferencing for video-based coaching improves operative performance. METHODS: Early career surgeon mentees participated in a remote coaching intervention with a surgeon coach of their choice and using a virtual telestration platform (Zoom Video Communications, San Jose, CA). Feedback was articulated through annotating videos. The coach evaluated mentee performance using a modified Intraoperative Performance Assessment Tool (IPAT). Participants completed a 5-point Likert scale on the educational value of the coaching program. RESULTS: Eight surgeons were enrolled in the study, six of whom completed a total of two coaching sessions (baseline, 6-month). Subspecialties included endocrine, hepatopancreatobiliary, and surgical oncology. Mean age of participants was 39 (SD 3.3), with mean 5 (SD 4.1) years in independent practice. Total IPAT scores increased significantly from the first session (mean 47.0, SD 1.9) to the second session (mean 51.8, SD 2.1), p = 0.03. Sub-category analysis showed a significant improvement in the Advanced Cognitive Skills domain with a mean of 33.2 (SD 2.5) versus a mean of 37.0 (SD 2.4), p < 0.01. There was no improvement in the psychomotor skills category. Participants agreed or strongly agreed that the coaching programs can improve surgical performance and decision-making (coaches 85%; mentees 100%). CONCLUSION: Remote surgical coaching is feasible and has educational value using ubiquitous commercially available virtual platforms. Logistical issues with scheduling and finding cases aligned with learning objectives continue to challenge program adoption and widespread dissemination.


Asunto(s)
Tutoría , Cirujanos , Humanos , Cirujanos/educación , Aprendizaje , Escolaridad
4.
JAMA Netw Open ; 6(8): e2327099, 2023 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-37535357

RESUMEN

Importance: Weight regain after bariatric surgery is associated with recurrence of obesity-related medical comorbidities and deterioration in quality of life. Developing efficacious psychosocial interventions that target risk factors, prevent weight regain, and improve mental health is imperative. Objective: To determine the efficacy of a telephone-based cognitive behavioral therapy (tele-CBT) intervention at 1 year after bariatric surgery in improving weight loss, disordered eating, and psychological distress. Design, Setting, and Participants: This multisite randomized clinical trial was conducted at 3 hospital-based bariatric surgery programs, with recruitment between February 2018 and December 2021. Eligibility for participation was assessed among 314 adults at 1 year after bariatric surgery who were fluent in English and had access to a telephone and the internet. Patients with active suicidal ideation or poorly controlled severe psychiatric illness were excluded. Primary and secondary outcome measures were assessed at baseline (1 year after surgery), after the intervention (approximately 15 months after surgery), and at 3-month follow-up (approximately 18 months after surgery). Data were analyzed from January to February 2023. Interventions: The tele-CBT intervention consisted of 6 weekly 1-hour sessions and a seventh booster session 1 month later. The control group received standard postoperative bariatric care. Main Outcomes and Measures: The primary outcome was postoperative percentage total weight loss. Secondary outcomes were disordered eating (Binge Eating Scale [BES] and Emotional Eating Scale [EES]) and psychological distress (Patient Health Questionnaire-9 item scale [PHQ-9] and Generalized Anxiety Disorder-7 item scale [GAD-7]). The hypotheses and data-analytic plan were developed prior to data collection. Results: Among 306 patients 1 year after bariatric surgery (255 females [83.3%]; mean [SD] age, 47.55 [9.98] years), there were 152 patients in the tele-CBT group and 154 patients in the control group. The group by time interaction for percentage total weight loss was not significant (F1,160.61 = 2.09; P = .15). However, there were significant interactions for mean BES (F2,527.32 = 18.73; P < .001), EES total (F2,530.67 = 10.83; P < .001), PHQ-9 (F2,529.93 = 17.74; P < .001), and GAD-7 (F2,535.16 = 15.29; P < .001) scores between the tele-CBT group and control group across all times. Conclusions and Relevance: This study found that tele-CBT delivered at 1 year after surgery resulted in no change in short-term weight outcomes but improved disordered eating and psychological distress. The impact of these psychosocial improvements on longer-term weight outcomes is currently being examined as part of this longitudinal multisite randomized clinical trial. Trial Registration: ClinicalTrials.gov Identifier: NCT03315247.


Asunto(s)
Cirugía Bariátrica , Terapia Cognitivo-Conductual , Trastornos de Alimentación y de la Ingestión de Alimentos , Distrés Psicológico , Adulto , Femenino , Humanos , Persona de Mediana Edad , Calidad de Vida , Terapia Cognitivo-Conductual/métodos , Cirugía Bariátrica/métodos , Trastornos de Alimentación y de la Ingestión de Alimentos/terapia , Teléfono , Aumento de Peso
5.
Surg Endosc ; 37(10): 7676-7685, 2023 10.
Artículo en Inglés | MEDLINE | ID: mdl-37517042

RESUMEN

INTRODUCTION: The Fundamentals of Laparoscopic Surgery (FLS) program tests basic knowledge and skills required to perform laparoscopic surgery. Educational experiences in laparoscopic training and development of associated competencies have evolved since FLS inception, making it important to review the definition of fundamental laparoscopic skills. The Society of American Gastrointestinal and Endoscopic Surgeons (SAGES) assigned an FLS Technical Skills Working Group to characterize technical skills used in basic laparoscopic surgery in current practice contexts and their possible application to future FLS tests. METHODS: A group of subject matter experts defined an inventory of 65 laparoscopic skills using a Nominal Group Technique. From these, a survey was developed rating these items for importance, frequency of use, and priority for testing for FLS certification. This survey was distributed to SAGES members, recent recipients of FLS certification, and members of the Association of Program Directors in Surgery (APDS). Results were collected using a secure web-based survey platform. RESULTS: Complete data were available for 1742 surveys. Of these, 1143 comprised results for post-residency participants who performed advanced procedures. Seventeen competencies were identified for FLS testing prioritization by determining the proportion of respondents who identified them of highest priority, at median (50th percentile) of the maximum survey scale rating. These included basic peritoneal access, laparoscope and instrument use, tissue manipulation, and specific problem management skills. Sixteen could be used to show appropriateness of the domain construct by confirmatory factor analysis. Of these 8 could be characterized as manipulative tasks. Of these 5 mapped to current FLS tasks. CONCLUSIONS: This survey-identified competencies, some of which are currently assessed in FLS, with a high level of priority for testing. Further work is needed to determine if this should prompt consideration of changes or additions to the FLS technical skills test component.


Asunto(s)
Internado y Residencia , Laparoscopía , Cirujanos , Humanos , Competencia Clínica , Laparoscopía/educación , Encuestas y Cuestionarios
6.
Nutrition ; 114: 112095, 2023 10.
Artículo en Inglés | MEDLINE | ID: mdl-37437418

RESUMEN

OBJECTIVES: Non-alcoholic fatty liver disease is highly prevalent in the bariatric population but not all patients develop liver fibrosis. Considering that fibrosis may affect clinical outcomes, it is important to assess and treat contributing factors. In this population, it is not clear whether dietary intake is a contributor. The objective was to determine the relationship between dietary intake components and liver fibrosis before and 1 y after Roux-en-Y gastric bypass (RYGB). METHODS: This was a prospective cross-sectional (n = 133) study conducted between 2013 and 2022. In addition, a subgroup of 44 patients were followed for 1 y post-RYGB. Anthropometrics, biochemical measurements, and 3-d food records and liver biopsies were obtained presurgery and, in a subgroup of patients, as for the cohort, 1 y post-RYGB. RESULTS: In the cross-sectional study, 78.2% were female, with a median age of 48 y and body mass index of 46.8 kg/m2; 33.8% had type 2 diabetes mellitus and 57.1% had metabolic syndrome. In a multivariate analysis, age (odds ratio; 95% CI) (1.076; 1.014-1.141), alanine transaminase (1.068; 1.025-1.112), calorie intake (1.001; 1.000-1.002), and dietary copper (0.127; 0.022-0.752) were independently associated with fibrosis (<0.05). At 1 y post-RYGB, no independent risk factors were associated with persistent fibrosis. CONCLUSIONS: In bariatric patients before surgery, higher age, alanine transaminase, and total calorie and lower copper intakes were independent risk factors associated with liver fibrosis. These relationships were no longer observed after RYGB, likely due to the effect of surgery on weight and similar postsurgery diet among patients.


Asunto(s)
Cirugía Bariátrica , Diabetes Mellitus Tipo 2 , Derivación Gástrica , Obesidad Mórbida , Humanos , Femenino , Masculino , Estudios Transversales , Diabetes Mellitus Tipo 2/etiología , Alanina Transaminasa , Estudios Prospectivos , Cobre , Obesidad/etiología , Cirugía Bariátrica/efectos adversos , Derivación Gástrica/efectos adversos , Cirrosis Hepática/etiología , Cirrosis Hepática/cirugía , Ingestión de Alimentos , Obesidad Mórbida/complicaciones , Obesidad Mórbida/cirugía
7.
Obes Surg ; 33(8): 2443-2451, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37380880

RESUMEN

PURPOSE: Obesity can be associated with chronic inflammation and dysregulated expression of inflammatory adipokines that contribute to insulin resistance and type 2 diabetes. This may also affect the clinical response to bariatric surgery. Our objective was whether baseline visceral adipose tissue features and plasma adipokine are associated with HbA1c ≥0.06 at the time of Roux-en-Y gastric bypass (RYGB) surgery and with persistently elevated HbA1c at 12 months post-RYGB. METHODS: During the surgery, adipose biopsies and plasma were collected for adipokine/cytokine profile. Clinical and biochemical measurements were also collected at the time of RYGB and, in those with baseline elevated HbA1c, at 12 months post-RYGB. RESULTS: In the cross-sectional study, 109 patients (82.6% female; age 49 years; BMI 46.98 kg/m2) participated. Of those with elevated HbA1c at baseline (n = 61), 47 patients had repeated measurements at 12 months post-RYGB (23% drop-out). Using a multivariate logistic regression model, older age (adjusted odds ratio (aOR), 1.14; 95% confidence interval (CI), 1.06-1.22) and higher plasma resistin (aOR, 5.30; 95% CI, 1.25-22.44) were associated with higher odds of HbA1c ≥ 0.06, whereas higher plasma adiponectin (aOR, 0.993; 95% CI, 0.99-0.996) was associated with lower odds of HbA1c ≥0.06. In addition, baseline higher average adipose cell area (aOR, 1.0017; 95% CI, 1.0002-1.0032) and plasma resistin (aOR, 1.0004; 95% CI, 1.0000-1.0009) were associated with higher odds of having persistently elevated HbA1c at 12 months post-RYGB. CONCLUSION: Our study suggests that baseline plasma adipokine dysregulation, specifically high resistin, and adipocyte hypertrophy may affect the clinical response to RYGB.


Asunto(s)
Cirugía Bariátrica , Diabetes Mellitus Tipo 2 , Derivación Gástrica , Obesidad Mórbida , Humanos , Femenino , Persona de Mediana Edad , Masculino , Estudios Transversales , Diabetes Mellitus Tipo 2/complicaciones , Obesidad Mórbida/cirugía , Hemoglobina Glucada , Resistina/metabolismo , Estudios de Cohortes , Obesidad/cirugía , Tejido Adiposo/metabolismo , Adipoquinas
8.
Cell Rep Med ; 4(5): 101051, 2023 05 16.
Artículo en Inglés | MEDLINE | ID: mdl-37196633

RESUMEN

Alterations in the microbiome correlate with improved metabolism in patients following bariatric surgery. While fecal microbiota transplantation (FMT) from obese patients into germ-free (GF) mice has suggested a significant role of the gut microbiome in metabolic improvements following bariatric surgery, causality remains to be confirmed. Here, we perform paired FMT from the same obese patients (BMI > 40; four patients), pre- and 1 or 6 months post-Roux-en-Y gastric bypass (RYGB) surgery, into Western diet-fed GF mice. Mice colonized by FMT from patients' post-surgery stool exhibit significant changes in microbiota composition and metabolomic profiles and, most importantly, improved insulin sensitivity compared with pre-RYGB FMT mice. Mechanistically, mice harboring the post-RYGB microbiome show increased brown fat mass and activity and exhibit increased energy expenditure. Moreover, improvements in immune homeostasis within the white adipose tissue are also observed. Altogether, these findings point to a direct role for the gut microbiome in mediating improved metabolic health post-RYGB surgery.


Asunto(s)
Cirugía Bariátrica , Microbioma Gastrointestinal , Resistencia a la Insulina , Ratones , Animales , Tejido Adiposo Pardo , Obesidad/cirugía , Metabolismo Energético
9.
Surg Endosc ; 37(5): 3926-3933, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-37067595

RESUMEN

BACKGROUND: The Fundamentals of Laparoscopic Surgery (FLS) is an internationally recognized educational and certification program designed to teach the knowledge and skills required for basic laparoscopic surgery. Previously, our institution has organized an FLS boot-camp to teach PGY1 residents the FLS manual skills. During the COVID-19 pandemic, in-person sessions were not possible. The purpose of this study was to utilize telesimulation as an education solution for teaching FLS technical skills to PGY1 residents during the COVID-19 pandemic. METHODS: A virtual FLS program was established. A complete, easily portable FLS kit was distributed to participants and instructors to set up an FLS box and connect remotely using telesimulation. The program was delivered by three senior residents using the Zoom™ platform. Participants were split into groups of 3-4 individuals, each receiving three 1-h sessions. Sessions were structured with initial demonstration of tasks followed by individual coaching of participants in 'break-out' rooms. The official FLS exam was administered in-person on the 4th week. Pre- and post-course surveys were administered to participants gauging self-reported proficiency with FLS tasks and overall course feedback. Anonymized FLS exam results were collected. RESULTS: A total of 14 residents participated, and 11 responded to the survey. Participants reported that their overall FLS skills proficiency significantly improved on a 5-point likert scale from 1.5 ± 0.5 pre-course to 4.0 ± 0.5 post-course (mean ± SD). Participants unanimously stated that having the FLS box at home was valuable and enabled them to practice more. On the FLS exam, 13 of 14 participants passed the manual skills component. CONCLUSIONS: We developed a telesimulation hands-on FLS course as an alternative to in-person training. The course was practical and effective and was preferred to traditional methods by participants. With ever-expanding technological solutions, virtual telesimulation education is an attractive and underutilized tool, not only in the setting of COVID-19, but also more broadly across current educational programs.


Asunto(s)
COVID-19 , Internado y Residencia , Laparoscopía , Humanos , Pandemias , Competencia Clínica , COVID-19/epidemiología , Laparoscopía/educación
10.
Surg Endosc ; 37(7): 5351-5357, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-36997649

RESUMEN

BACKGROUND: The Fundamentals of Laparoscopy Surgery (FLS) program was launched over 15 years ago. Since then, there has been an exponential rise in advancements of laparoscopy and its uses. In response, we conducted an argument-based validation study of FLS. The purpose of this paper is to exemplify this approach to validation for surgical education researchers using FLS as an illustrative case. METHODS: The argument-based approach to validation involves three key actions: (1) developing interpretation and use arguments; (2) research; and (3) building a validity argument. Drawing from the validation study of FLS each step is exemplified. RESULTS: Qualitative and quantitative data sources from the FLS validity examination study provided evidence that both supported claims, but also generated backing for rebuttals. Some of the key findings were synthesized in a validity argument to illustrate its structure. DISCUSSION: The argument-based validation approach described numerous advantages over other validation approaches: (1) it is endorsed by the foundational documents in assessment and evaluation research; (2) its specific language of claims, inferences, warrants, assumptions and rebuttals provides a systematic and unified way to communicate both the processes and outcomes of validation; and (3) the use of logic reasoning in building the validity document clearly delineates the relationship between evidence and the inferences made to support desired uses and interpretations from assessments.


Asunto(s)
Competencia Clínica , Laparoscopía , Humanos , Laparoscopía/educación , Evaluación Educacional
11.
Surg Endosc ; 37(7): 5335-5339, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-36988666

RESUMEN

BACKGROUND: Entrustable Professional Activities (EPAs) provide the opportunity to integrate multiple competencies into meaningful units that facilitate curriculum development and assessment design. As part of the process of reviewing and enhancing the Fundamentals of Laparoscopic of Surgery (FLS) program, we used the concept of EPAs to create a framework of reference that articulates a contemporary definition of Laparoscopic Surgery (LS). METHODS: The framework of reference of LS was created with data gathered from a literature review and during series of educational retreats with subject matter experts (SMEs). Various activities were implemented during these retreats to develop the LS EPAs, their constitutive competencies, and related observable behaviors. RESULTS: Ten EPAs and associated competency descriptors (articulated as observable behaviors) specific to LS were identified. In addition, knowledge areas were associated to each EPA. DISCUSSION: A comprehensive list of EPAs for LS were identified. These EPAs will be used in the development and update of the FLS program. Further, they can be used to guide the development of curriculum, clinical teaching, and assessment in any surgical program with a laparoscopic training component. They are applicable to any level of training by defining the expected observable behaviors associated with a given level of expertise. These fundamental aspects of LS provide a common framework of reference across different surgical specialties.


Asunto(s)
Educación Basada en Competencias , Internado y Residencia , Humanos , Curriculum , Evaluación Educacional , Competencia Clínica
12.
Diabetes Obes Metab ; 25(2): 479-490, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36239189

RESUMEN

AIM: To assess the effects of faecal microbial transplant (FMT) from lean people to subjects with obesity via colonoscopy. MATERIAL AND METHODS: In a double-blind, randomized controlled trial, subjects with a body mass index ≥ 35 kg/m2 and insulin resistance were randomized, in a 1:1 ratio in blocks of four, to either allogenic (from healthy lean donor; n = 15) or autologous FMT (their own stool; n = 13) delivered in the caecum and were followed for 3 months. The main outcome was homeostatic model assessment of insulin resistance (HOMA-IR) and secondary outcomes were glycated haemoglobin levels, lipid profile, weight, gut hormones, endotoxin, appetite measures, intestinal microbiome (IM), metagenome, serum/faecal metabolites, quality of life, anxiety and depression scores. RESULTS: In the allogenic versus autologous groups, HOMA-IR and clinical variables did not change significantly, but IM and metabolites changed favourably (P < 0.05): at 1 month, Coprococcus, Bifidobacterium, Bacteroides and Roseburia increased, and Streptococcus decreased; at 3 months, Bacteroides and Blautia increased. Several species also changed significantly. For metabolites, at 1 month, serum kynurenine decreased and faecal indole acetic acid and butenylcarnitine increased, while at 3 months, serum isoleucine, leucine, decenoylcarnitine and faecal phenylacetic acid decreased. Metagenomic pathway representations and network analyses assessing relationships with clinical variables, metabolites and IM were significantly enhanced in the allogenic versus autologous groups. LDL and appetite measures improved in the allogenic (P < 0.05) but not in the autologous group. CONCLUSIONS: Overall, in those with obeisty, allogenic FMT via colonoscopy induced favourable changes in IM, metabolites, pathway representations and networks even though other metabolic variables did not change. LDL and appetite variables may also benefit.


Asunto(s)
Resistencia a la Insulina , Obesidad Mórbida , Humanos , Calidad de Vida , Obesidad/complicaciones , Obesidad/terapia , Colonoscopía , Método Doble Ciego
13.
Obes Surg ; 33(1): 247-255, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-36464738

RESUMEN

PURPOSE: Liver biopsy (LBx) remains the gold standard to assess fibrosis in non-alcoholic fatty liver disease (NAFLD). Biochemical markers are also useful, but their reliability is not clear in patients with morbid obesity. We assessed the performance of six non-invasive fibrosis assessment tools before and after bariatric surgery (BSx) using LBx. MATERIALS AND METHODS: This is a cross-sectional and prospective cohort study. LBx was performed at the time of BSx and 12-month post-operatively and assessed using the Brunt system. Clinical and biochemical measurements were collected at the same time points and six non-invasive fibrosis assessment tools were calculated. RESULTS: One hundred seventy patients had BSx; 79.4% female; age was 46.6 ± 9.8 years, and BMI was 48.6 ± 7.5 kg/m2. From liver histology, 88% had F0-F2 and 11.2% F3-F4. At BSx, aspartate aminotransferase to platelet ratio index (APRI) and FIB-4 had better accuracy (0.86 and 0.88) with specificity of 96.6% and 94.0% and negative predictive values (NPV) of 88.9% and 93.7%. However, sensitivity (6.7% and 40.0%) and positive predictive values (PPV) (20.0% and 46.2%) were low. Twelve months post-surgery (n = 54), 88.9% of patients had F0-F2 and 11.1% had F3-F4. Fibrosis-4 index (FIB-4) and NAFLD fibrosis score (NFS) had the best accuracy (0.79 and 0.77) with specificity of 83.7% and 86.9% and NPV of 92.3% and 86.9%. However, sensitivity (25% and 0%) and PPV (12.5% and 0%) were low. CONCLUSION: Overall, FIB-4, APRI, and NFS showed similar performances with higher accuracy, specificity, and NPV. Sensitivity and PPV were low. These tests are more useful at excluding advanced fibrosis.


Asunto(s)
Cirugía Bariátrica , Enfermedad del Hígado Graso no Alcohólico , Obesidad Mórbida , Humanos , Femenino , Adulto , Persona de Mediana Edad , Masculino , Enfermedad del Hígado Graso no Alcohólico/patología , Cirrosis Hepática/cirugía , Cirrosis Hepática/patología , Estudios Prospectivos , Estudios Transversales , Reproducibilidad de los Resultados , Obesidad Mórbida/cirugía , Hígado/patología , Fibrosis , Biopsia , Aspartato Aminotransferasas
14.
Surg Endosc ; 37(3): 2260-2268, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-35918549

RESUMEN

BACKGROUND: Many surgical adverse events, such as bile duct injuries during laparoscopic cholecystectomy (LC), occur due to errors in visual perception and judgment. Artificial intelligence (AI) can potentially improve the quality and safety of surgery, such as through real-time intraoperative decision support. GoNoGoNet is a novel AI model capable of identifying safe ("Go") and dangerous ("No-Go") zones of dissection on surgical videos of LC. Yet, it is unknown how GoNoGoNet performs in comparison to expert surgeons. This study aims to evaluate the GoNoGoNet's ability to identify Go and No-Go zones compared to an external panel of expert surgeons. METHODS: A panel of high-volume surgeons from the SAGES Safe Cholecystectomy Task Force was recruited to draw free-hand annotations on frames of prospectively collected videos of LC to identify the Go and No-Go zones. Expert consensus on the location of Go and No-Go zones was established using Visual Concordance Test pixel agreement. Identification of Go and No-Go zones by GoNoGoNet was compared to expert-derived consensus using mean F1 Dice Score, and pixel accuracy, sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV). RESULTS: A total of 47 frames from 25 LC videos, procured from 3 countries and 9 surgeons, were annotated simultaneously by an expert panel of 6 surgeons and GoNoGoNet. Mean (± standard deviation) F1 Dice score were 0.58 (0.22) and 0.80 (0.12) for Go and No-Go zones, respectively. Mean (± standard deviation) accuracy, sensitivity, specificity, PPV and NPV for the Go zones were 0.92 (0.05), 0.52 (0.24), 0.97 (0.03), 0.70 (0.21), and 0.94 (0.04) respectively. For No-Go zones, these metrics were 0.92 (0.05), 0.80 (0.17), 0.95 (0.04), 0.84 (0.13) and 0.95 (0.05), respectively. CONCLUSIONS: AI can be used to identify safe and dangerous zones of dissection within the surgical field, with high specificity/PPV for Go zones and high sensitivity/NPV for No-Go zones. Overall, model prediction was better for No-Go zones compared to Go zones. This technology may eventually be used to provide real-time guidance and minimize the risk of adverse events.


Asunto(s)
Colecistectomía Laparoscópica , Cirujanos , Humanos , Colecistectomía Laparoscópica/efectos adversos , Inteligencia Artificial , Recolección de Datos , Colecistectomía
15.
J Contin Educ Health Prof ; 43(1): 34-41, 2023 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-35443251

RESUMEN

INTRODUCTION: The use of data to inform lifelong learning has become increasingly important in continuing professional development (CPD) practice. Despite the potential benefits of data-driven learning, our understanding of how physicians engage in data-informed learning activities, particularly for CPD, remains unclear and warrants further study. The purpose of this study was to explore how physicians perceive cultural factors (individual, organizational, and systemic) that influence the use of clinical data to inform lifelong learning and self-initiated CPD activities. METHODS: This qualitative study is part of an explanatory sequential mixed-methods study examining data-informed learning. Participants were psychiatrists and general surgeons from Canada and the United States. Recruitment occurred between April 2019 and November 2019, and the authors conducted semistructured telephone interviews between May 2019 and November 2019. The authors performed thematic analysis using an iterative, inductive method of constant comparative analysis. RESULTS: The authors interviewed 28 physicians: 17 psychiatrists (61%) and 11 general surgeons (39%). Three major themes emerged from the continuous, iterative analysis of interview transcripts: (1) a strong relationship between data and trust, (2) a team-based approach to data-informed learning for practice improvement, and (3) a need for organizational support and advocacy to put data into practice. CONCLUSION: Building trust, taking a team-based approach, and engaging multiple stakeholders, such as data specialists and organizational leadership, may significantly improve the use of data-informed learning. The results are situated in the existing literature, and opportunities for future research are summarized.


Asunto(s)
Aprendizaje , Médicos , Humanos , Investigación Cualitativa , Canadá , Educación Continua
16.
Surg Endosc ; 37(4): 3208-3214, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-35982286

RESUMEN

BACKGROUND: Despite excellent reported outcomes after laparoscopic sleeve gastrectomy (LSG), a percentage of patients go on to have a secondary bariatric surgery to manage side-effects or address weight regain after LSG. Reported weight loss outcomes for patients undergoing laparoscopic Roux-en-Y gastric bypass (LRYGB) after previous LSG are variable. We sought to determine the weight-loss outcomes of patients undergoing LRYGB after LSG in the largest bariatric surgical network in Canada and to determine whether outcomes differ according to indications for conversion. METHODS: The Bariatric Registry is a multi-center database with prospectively collected standardized data on patients undergoing bariatric surgery at ten Bariatric Centers of Excellence within the Ontario Bariatric Network in Ontario, Canada. A retrospective analysis was performed of patients who underwent LRYGB after previous LSG between 2012 and 2019. Weight loss outcomes were compared between patients who underwent LRYGB for insufficient weight loss/weight regain and those who underwent conversion to LRYGB for other reasons. RESULTS: Excluding patients with multiple revisions and those without follow-up data, 48 patients were included in the analysis: 33 patients (69%) underwent conversion to LRGYB for insufficient weight loss/weight regain (Group 1) and 15 patients (31%) underwent conversion for other reasons (Group 2). Mean body mass index (BMI) measured pre-LSG, pre-LRYGB, and at mid-term follow-up after LRYGB was 61, 48, and 43 kg/m2 in Group 1 and 51, 39, and 34 kg/m2 in Group 2, respectively. ΔBMI and %total weight loss (TWL) at mid-term follow-up were not significantly different between the groups. CONCLUSIONS: Conversion to LRYGB after previous LSG resulted in an additional loss of 4 kg/m2 in BMI points at mid-term follow-up. Patients lost a similar number of BMI points and cumulative %TWL was similar regardless of reason for conversion. This can help inform surgical decision-making in the setting of weight regain after LSG.


Asunto(s)
Derivación Gástrica , Humanos , Estudios Retrospectivos , Gastrectomía , Ontario , Pérdida de Peso , Aumento de Peso
17.
Surg Open Sci ; 10: 145-147, 2022 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-36193260

RESUMEN

Telecoaching, intraoperative coaching through videoconference, has been suggested as a tool to overcome logistical barriers with in-person coaching. However, little is known about the operative team's perception of telecoaching and its unique set of challenges. This qualitative study explores the perceptions of the multidisciplinary operative team on surgical telecoaching. A telecoaching program between peer surgeons was implemented using the Karl Storz Visitor1 remote presence system (Karl Storz, Germany). Semistructured interviews were conducted with the 12 operative team members present during 2 telecoaching sessions completed during the study period. Twelve participants were interviewed. The 4 central themes that emerged from the data were effective communication and collaboration, improving performance, operating room workflow, and culture and optics. Participating surgeon mentees reported that the session met expectations and learning goals and revealed concerns about negative perception of their autonomy and expertise by colleagues and patients. Conversely, team members unanimously reported a positive impression of surgeon mentees for taking additional measures to improve their performance and for patient outcomes. The operative team members reported that telecoaching was conducive to their own learning and relevant for complex cases. Considerations for future implementation of telecoaching include robust privacy standards for patients and staff, strong internet connectivity, coordinating with the operative team, and space constraints. Operative team participants viewed the intervention favorably and identified practical considerations for its continued use in an operating room environment. However, more work is needed on surgical culture as a contributor to low adoption and its impact on coaching programming activity.

18.
Int J Qual Health Care ; 34(4)2022 Oct 14.
Artículo en Inglés | MEDLINE | ID: mdl-36165353

RESUMEN

BACKGROUND: In a fiscally constrained health care environment, the need to reduce unnecessary spending is paramount. Postoperative complications contribute to hospital costs and utilization of health care resources. OBJECTIVE: The purpose of this observational study was to identify the cost associated with complications of common general surgery procedures performed at a major academic hospital in Toronto, Ontario. METHODS: The institutional National Surgical Quality Improvement Program database was used to identify complications in patients who underwent general surgical procedures at our institution from April 2015 to February 2018. A mix of elective and emergent cases was included: bariatric surgery, laparoscopic appendectomy, laparoscopic cholecystectomy, thyroidectomy, right hemicolectomy and ventral incisional hernia repair. The total cost for each visit was calculated by adding all the aggregate costs of inpatient care. Median total costs and the breakdown of cost components were compared in cases with and without complications. RESULTS: A total of 2713 patients were included. Nearly 6% of patients experienced at least one complication, with an incidence ranging from 1.1% after bariatric surgery to 23.8% after right hemicolectomy. The most common type of complication varied by procedure. Median total costs were significantly higher in cases with complications, with a net increase ranging from $2989 CAD (35% increase) after bariatric surgery to $10 459 CAD (161% increase) after ventral incisional hernia repair. CONCLUSION: Postoperative complications after both elective and emergent general surgery procedures add substantially to hospital costs. Quality improvement initiatives targeted at decreasing postoperative complications could significantly reduce costs in addition to improving patient outcomes.


Asunto(s)
Hernia Ventral , Hernia Incisional , Laparoscopía , Hernia Ventral/complicaciones , Hernia Ventral/cirugía , Humanos , Hernia Incisional/complicaciones , Hernia Incisional/cirugía , Ontario , Complicaciones Posoperatorias/epidemiología , Estudios Retrospectivos
19.
Surg Endosc ; 36(12): 9099-9105, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-35729407

RESUMEN

BACKGROUND: Laparoscopic suturing (LS) is an essential technique required for a wide range of procedures, and it is one of the most challenging for surgical trainees to master. We designed and collected validity evidence for advanced LS tasks using an automated suturing device and evaluated the perceived educational value of the tasks. METHODS: This project was a multicentre prospective study involving McGill University, University of Toronto (UofT), and Louisiana State University (LSU) Health New Orleans. Novice (NS) and experienced (ES) surgeons performed suturing under tension (UT) and continuous suturing (CS) tasks. ES performed the tasks twice to establish proficiency benchmarks, and they were interviewed to develop formative feedback tools (FFT). Participants were assessed on completion time, error, Global Operative Assessment of Laparoscopic Skills (GOALS), and FFT. Data were analyzed using descriptive and inferential statistical methods. RESULTS: Twenty-seven participants (13 ES, 14 NS, median age 34 years; 85% male) completed the study. Eight were attending surgeons, 7 fellows, 4 PGY5, 5 PGY4, and 3 PGY3 (18 from McGill, 5 UofT, and 4 LSU). Comparing ES and NS, for UT task, ES had significantly greater task scores (570 [563-648] vs 323 [130-464], p value 0.00036) and GOALS scores (14 [13-16] vs 10 [8-12], p value 0.0038). Similarly, for CS, ES had significantly greater task scores (976 [959-1010] vs 785 [626-856], p value 0.00009) and GOALS scores (16 [12-17] vs 12.5 [8.25-15], p value 0.028). After FFTs were developed, comparing ES and NS, for both UT and CS tasks, ES had significantly greater FFT scores (UT 25 [24-26] vs 17 [14-20], p value 0.0016 and CS 30 [27-32] vs 22[17.2-25.8], p value 0.00061). CONCLUSION: In conclusion, preliminary validity evidence was provided for the tasks. Once further validity evidence is established, incorporating the tasks into the training curricula could improve trainee skills and help to meet the need for better advanced suturing models.


Asunto(s)
Laparoscopía , Técnicas de Sutura , Masculino , Humanos , Adulto , Femenino , Competencia Clínica , Estudios Prospectivos , Laparoscopía/métodos , Suturas
20.
J Contin Educ Health Prof ; 42(3): 219-223, 2022 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-35443254

RESUMEN

INTRODUCTION: Despite the support for and benefits of data-driven learning, physician engagement is variable. This study explores systemic influences of physician use of data for performance improvement in continuing professional development (CPD) by analyzing and interpreting data sources from organizational and institutional documents. METHODS: The document analysis is the third phase of a mixed-methods explanatory sequential study examining cultural factors that influence data-informed learning. A gray literature search was conducted for organizations both in Canada and the United States. The analysis contains nonparticipant observations from professional learning bodies and medical specialty organizations with established roles within the CPD community known to lead and influence change in CPD. RESULTS: Sixty-two documents were collected from 20 Canadian and American organizations. The content analysis identified the following: (1) a need to advocate for data-informed self-assessment and team-based learning strategies; (2) privacy and confidentiality concerns intersect at the point of patient data collection and physician-generated outcomes and need to be acknowledged; (3) a nuanced data strategy approach for each medical specialty is needed. DISCUSSION: This analysis broadens our understanding of system-level factors that influence the extent to which health information custodians and physicians are motivated to engage with data for learning.


Asunto(s)
Análisis de Datos , Aprendizaje , Canadá , Educación Profesional , Humanos , Políticas , Estados Unidos
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