Enteral Access Outcomes in Patients Hospitalized With Cardiac Disease: A Retrospective Cohort Study.

INTRODUCTION: Patients admitted with principal cardiac diagnosis (PCD) can encounter difficult inpatient stays that are often marked by malnutrition. In this setting, enteral feeding may improve nutritional status. This study examined the association of PCD with perioperative outcomes after elective enteral access procedures. METHODS: Adult patients who underwent enteral access procedures between 2018 and 2020 at a tertiary care institution were reviewed retrospectively. Differences in baseline characteristics between patients with and without PCD were adjusted using entropy balancing. Multivariable logistic and linear regressions were subsequently developed to evaluate the association between PCD and nutritional outcomes, perioperative morbidity and mortality, length of stay, and nonelective readmission after enteral access. RESULTS: 912 patients with enteral access met inclusion criteria, of whom 84 (9.2%) had a diagnosis code indicating PCD. Compared to non-PCD, patients with PCD more commonly received percutaneous endoscopic gastrostomy by general surgery and had a higher burden of comorbidities as measured by the Charlson comorbidity index. Multivariable risk adjustment generated a strongly balanced distribution of baseline covariates between patient groups (standardized differences ranged from -2.45 × 10-8 to 3.18 × 108). After adjustment, despite no significant association with in-hospital mortality, percentage change prealbumin, length of stay, or readmission, PCD was associated with an approximately 2.25-day reduction in time to meet goal feeds (95% CI -3.76 to -0.74, P = 0.004) as well as decreased odds of reoperation (adjusted odds ratio 0.28, 95% CI 0.09-0.86, P = 0.026) and acute kidney injury (adjusted odds ratio 0.24, 95% CI 0.06-0.91, P = 0.035). CONCLUSIONS: Despite having more comorbidities than non-PCD, adult enteral access patients with PCD experienced favorable nutritional and perioperative outcomes.

Learning curve of laparoscopic appendectomy in a low-resource setting: a cumulative sum analysis of operative length.

BACKGROUND: Cumulative sum (CUSUM) analysis is a valuable tool for quantifying the learning curve of surgical teams by detecting significant changes in operative length. However, there is limited research evaluating the learning curve of laparoscopic techniques in low-resource settings. The objective of this study is to evaluate the learning curve for laparoscopic appendectomy within a single surgical team in Senegal. METHODS: This was a single-center prospective study conducted from May 1, 2018, to August 31, 2023 of patients who underwent laparoscopic appendectomy at a tertiary care institution in West Africa. The AAST classification was used to describe the severity of appendicitis. Parameters studied included age, sex, operative length, conversion rate, and postoperative outcomes. To quantify the learning curve, CUSUM analysis of operative length was performed. RESULTS: A total of 81 patients were included. The mean age was 26.7 years (range 11-70 years) with a sex ratio of 1.9. Pre-operative severity according to AAST was Grade I in 75.4% (n = 61), Grade III in 7.4% (n = 6), Grade IV in 6.1% (n = 5), and Grade V in 11.1% (n = 9). Conversion occurred in 5 cases (6.1%). The average operative length was 76.8 min (range 30-180 min) and the average length of hospitalization was 2.7 days (range 1-13 days). Morbidity was observed in 3.7% (n = 3) and there were no deaths. The CUSUM analysis showed that a steady operative length was achieved after 28 procedures, with decreasing operative lengths thereafter. CONCLUSION: Surgeons in our setting overcame the learning curve for laparoscopic appendectomy after performing 28 procedures. Moreover, laparoscopic appendectomy is safe and feasible throughout the learning curve. CUSUM analysis should be applied to other laparoscopic procedures and individualized by surgical teams to improve surgical performance and patient outcomes in low-resource settings.

Dr. Google to Dr. ChatGPT: assessing the content and quality of artificial intelligence-generated medical information on appendicitis.

INTRODUCTION: Generative artificial intelligence (AI) chatbots have recently been posited as potential sources of online medical information for patients making medical decisions. Existing online patient-oriented medical information has repeatedly been shown to be of variable quality and difficult readability. Therefore, we sought to evaluate the content and quality of AI-generated medical information on acute appendicitis. METHODS: A modified DISCERN assessment tool, comprising 16 distinct criteria each scored on a 5-point Likert scale (score range 16-80), was used to assess AI-generated content. Readability was determined using the Flesch Reading Ease (FRE) and Flesch-Kincaid Grade Level (FKGL) scores. Four popular chatbots, ChatGPT-3.5 and ChatGPT-4, Bard, and Claude-2, were prompted to generate medical information about appendicitis. Three investigators independently scored the generated texts blinded to the identity of the AI platforms. RESULTS: ChatGPT-3.5, ChatGPT-4, Bard, and Claude-2 had overall mean (SD) quality scores of 60.7 (1.2), 62.0 (1.0), 62.3 (1.2), and 51.3 (2.3), respectively, on a scale of 16-80. Inter-rater reliability was 0.81, 0.75, 0.81, and 0.72, respectively, indicating substantial agreement. Claude-2 demonstrated a significantly lower mean quality score compared to ChatGPT-4 (p = 0.001), ChatGPT-3.5 (p = 0.005), and Bard (p = 0.001). Bard was the only AI platform that listed verifiable sources, while Claude-2 provided fabricated sources. All chatbots except for Claude-2 advised readers to consult a physician if experiencing symptoms. Regarding readability, FKGL and FRE scores of ChatGPT-3.5, ChatGPT-4, Bard, and Claude-2 were 14.6 and 23.8, 11.9 and 33.9, 8.6 and 52.8, 11.0 and 36.6, respectively, indicating difficulty readability at a college reading skill level. CONCLUSION: AI-generated medical information on appendicitis scored favorably upon quality assessment, but most either fabricated sources or did not provide any altogether. Additionally, overall readability far exceeded recommended levels for the public. Generative AI platforms demonstrate measured potential for patient education and engagement about appendicitis.

Quality and readability assessment of online patient information on cytoreductive surgery and hyperthermic intraperitoneal chemotherapy.

BACKGROUND AND OBJECTIVES: We aim to assess the quality and readability of online information available to patients considering cytoreductive surgery with hyperthermic intraperitoneal chemotherapy (CRS-HIPEC). METHODS: The top three search engines (Google, Bing, and Yahoo) were searched in March 2022. Websites were classified as academic, hospital-affiliated, foundation/advocacy, commercial, or unspecified. Quality of information was assessed using the JAMA benchmark criteria (0-4) and DISCERN tool (16-80), and the presence of a Health On the Net code (HONcode) seal. Readability was evaluated using the Flesch Reading Ease score. RESULTS: Fifty unique websites were included. The average JAMA and DISCERN scores of all websites were 0.72 ± 1.14 and 39.58 ± 13.71, respectively. Foundation/advocacy websites had significantly higher JAMA mean score than commercial (p = 0.044), academic (p < 0.001), and hospital-affiliated websites (p = 0.001). Foundation/advocacy sites had a significantly higher DISCERN mean score than hospital-affiliated (p = 0.035) and academic websites (p = 0.030). The HONcode seal was present in 4 (8%) websites analyzed. Readability was difficult and at the level of college students. CONCLUSIONS: The overall quality of patient-oriented online information on CRS-HIPEC is poor and available resources may not be comprehensible to the general public. Patients seeking information on CRS-HIPEC should be directed to sites affiliated with foundation/advocacy organizations.

Evaluation of the educational quality of publicly available online videos on laparoscopic jejunostomy by utilizing the LAP-VEGaS guidelines.

BACKGROUND: Despite its common nature, there is no data on the educational quality of publicly available laparoscopic jejunostomy training videos. The LAParoscopic surgery Video Educational GuidelineS (LAP-VEGaS) video assessment tool, released in 2020, has been developed to ensure that teaching videos are of appropriate quality. This study applies the LAP-VEGaS tool to currently available laparoscopic jejunostomy videos. METHODS: A retrospective review of YouTube® videos was conducted for "laparoscopic jejunostomy." Included videos were rated by three independent investigators using LAP-VEGaS video assessment tool (0-18). Wilcoxon rank-sum test was used to evaluate differences in LAP-VEGaS scores between video categories and date of publication relative to 2020. Spearman's correlation test was performed to measure association between scores and length, number of views and likes. RESULTS: 27 unique videos met selection criteria. Academic and physician video walkthroughs did not demonstrate a significant difference in median scores (9.33 IQR 6.33, 14.33 vs. 7.67 IQR 4, 12.67, p = 0.3951). Videos published after 2020 demonstrated higher median scores than those published before 2020 (13 IQR 7.5, 14.67 vs. 5 IQR 3, 9.67, p = 0.0081). A majority of videos failed to provide patient position (52%), intraoperative findings (56%), operative time (63%), graphic aids (74%), and audio/written commentary (52%). A positive association was demonstrated between scores and number of likes (rs = 0.59, p = 0.0011) and video length (rs = 0.39, p = 0.0421), but not number of views (rs = 0.17, p = 0.3991). CONCLUSION: The majority of available YouTube® videos on laparoscopic jejunostomy fail to meet the basic educational needs of surgical trainees, and there is no difference between those produced by academic centers or independent physicians. However, there has been improvement in video quality following the release of the scoring tool. Standardization of laparoscopic jejunostomy training videos with the LAP-VEGaS score can ensure that videos are of appropriate educational value with logical structure.

Conversion to Roux-En-Y Gastric Bypass: a successful means of mitigating reflux after laparoscopic sleeve gastrectomy.

INTRODUCTION: Laparoscopic sleeve gastrectomy (LSG) has become the most common bariatric procedure due to the technical ease and weight loss success of the operation. However, there has been concern that LSG contributes to gastroesophageal reflux disease (GERD) postoperatively with a proportion of patients requiring conversion to a Roux-En-Y Gastric Bypass (RYGB). The objective of this study was to characterize the patients who underwent revision in our hospital system and to better understand pre-operative predictors of GERD and revision. METHODS: After IRB approval, a retrospective review was conducted assessing for patients who had conversion of LSG to RYGB at three hospitals within the University of Pennsylvania Health System from January 2015 to December 2021. The patients' charts were then reviewed to evaluate for demographics, BMI, operative findings, imaging and endoscopic reports, and post-operative outcomes. RESULTS: 97 patients were identified who underwent conversion of LSG to RYGB between January 2015 and December 2021. The cohort was predominantly female (n = 89, 91.7%) with an average age of 42.7 ± 10.6 years at the time of conversion. The most common indications for revision were GERD (72.2%) and obesity/insufficient weight loss (24.7%). Patients lost an average of 11.1 ± 12.9 kg after revision to RYGB. Of the patients who underwent revision for GERD, 80.2% noted global symptomatic improvement after revision and 19.4% were able to stop their proton pump inhibitor (PPI) postoperatively, with most patients decreasing the frequency of the PPI use postoperatively. CONCLUSION: The majority of patients who underwent conversion from LSG to RYGB due to GERD and saw marked improvements in GERD symptoms and outcomes. These findings illuminate the real-world practices and outcomes of bariatric revisional procedures for reflux and the need for more research on standardized practice.

Factors associated with conversion in laparoscopic surgery in a low-resource setting: a single-center prospective study.

INTRODUCTION: Laparoscopy has a clear patient benefit related to postoperative morbidity but may not be as commonly performed in low-and middle-income countries. The decision to convert to laparotomy can be complex and involve factors related to the surgeon, patient, and procedure. The objective of this work is to analyze the factors associated with conversion in laparoscopic surgery in a low-resource setting. METHODS: This is a single-center prospective study of patients who underwent laparoscopic surgery between May 1, 2018 and October 31, 2021. The parameters studied were age, sex, body mass index (BMI), intraoperative complication (e.g., accidental enterotomy, hemorrhage), equipment malfunction (e.g., technical failure of the equipment, break in CO2 supply line), operating time, and conversion rate. RESULTS: A total of 123 laparoscopic surgeries were performed. The average age of patients was 31.2 years (range 11-75). The procedures performed included appendix procedures (48%), followed by gynecological (18.7%), gallbladder (14.6%), digestive (10.56%), and abdominal procedures (4%). The average length of hospitalization was 3 days (range 1-16). Conversion to laparotomy was reported in 8.9% (n = 11) cases. Equipment malfunction was encountered in 9.8% (n = 12) cases. Surgical complications were noted in 11 cases (8.9%). Risk factors for conversion were shown to be BMI > 25 kg/m2 (OR 4.6; p = 0.034), intraoperative complications (OR 12.6; p = 0.028), and equipment malfunction (OR 9.4; p = 0.002). CONCLUSION: A better understanding of the underlying factors associated with high conversion rates, such as overweight/obesity, intraoperative complications, and equipment failure, is the first step toward surgical planning to reduce postoperative morbidity in low-resource settings.

Evolution of laparoscopic surgery in a sub-Saharan African country: a 30-year literature review in Senegal.

INTRODUCTION: The advent of laparoscopy has significantly reduced the morbidity associated with the majority of abdominal surgeries. In Senegal, the first studies evaluating this technique were published in the 1980s. The objective of this systematic review is to assess the evolution of laparoscopy research in Senegal. METHODS: A search of PubMed and Google Scholar was carried out without limit of publication date. The keywords used were "senegal" AND "laparoscop*". Duplicates were removed, and remaining articles were assessed for selection criteria. We included all articles about laparoscopy published in Senegal. The parameters studied in each included article were the place and year of study, average age, sex ratio, assessed indications and results. RESULTS: 41 Studies published between 1984 and 2021 met selection criteria. The average age of patients was 33 years (range 4.7-63). The sex ratio was 0.33. The main indications for laparoscopy according to the studies were: benign gastrointestinal disorders in 11 studies (26.8%), abdominal emergencies in 9 studies (22%), gallbladder surgery in 5 studies (12.2%), benign gynecological pathology in 6 studies (14.6%), malignant gynecological pathology in 2 studies (4.9%), diagnostic laparoscopy in 2 studies (4.9%), groin hernia repair in 2 studies (4.9%) and testicular pathology in 1 study (2.4%). Overall mortality was estimated at 0.9% (95% CI 0.6-1.3) and overall morbidity for all complications was estimated at 5% (95% CI 3.4-6.9). CONCLUSIONS: This systematic review showed a predominance of the laparoscopy publications from the capital in Dakar with favorable outcomes. This technique should be popularized in the different regions of the country and its indications expanded.

Quality and readability of online patient information on the left ventricular assist device.

BACKGROUND: As patients seek online health information to supplement their medical decision-making, the aim of this study is to assess the quality and readability of internet information on the left ventricular assist device (LVAD). METHODS: Three online search engines (Google, Bing, and Yahoo) were searched for "LVAD" and "Left ventricular assist device." Included websites were classified as academic, foundation/advocacy, hospital-affiliated, commercial, or unspecified. The quality of information was assessed using the JAMA benchmark criteria (0-4), DISCERN tool (16-80), and the presence of Health On the Net code (HONcode) accreditation. Readability was assessed using the Flesch Reading Ease score. RESULTS: A total of 38 unique websites were included. The average JAMA and DISCERN scores of all websites were 0.82 ± 1.11 and 52.45 ± 13.51, respectively. Academic sites had a significantly lower JAMA mean score than commercial (p < 0.001) and unspecified (p < 0.001) websites, as well as a significantly lower DISCERN, mean score than commercial sites (p = 0.002). HONcode certification was present in 6 (15%) websites analyzed, which had significantly higher JAMA (p < 0.001) and DISCERN (p < 0.016) mean scores than sites without HONcode certification. Readability was fairly difficult and at the level of high school students. CONCLUSIONS: The quality of online information on the LVAD is variable, and overall readability exceeds the recommended level for the public. Patients accessing online information on the LVAD should be referred to sites with HONcode accreditation. Academic institutions must provide higher quality online patient literature on LVADs.

Online information for incisional hernia repair: What are patients reading?

PURPOSE: Patients increasingly access online materials for health-related information. Using validated assessment tools, we aim to assess the quality and readability of online information for patients considering incisional hernia (IH) repair. METHODS: The top three online search engines (Google, Bing, Yahoo) were searched in July 2022 for "Incisional hernia repair" and "Surgical hernia repair". Included websites were classified as academic, hospital-affiliated, commercial, and unspecified. The quality of information was assessed using the Journal of the American Medical Association (JAMA) benchmark criteria (0-4), DISCERN instrument (16-80), and the presence of Health On the Net code (HONcode) certification. Readability was assessed using the Flesch Reading Ease (FRE) and Flesch-Kincaid Grade Level (FKGL) tests. RESULTS: 25 unique websites were included. The average JAMA and DISCERN scores of all websites were 0.68 ± 1.02 and 36.50 ± 10.91, respectively. Commercial sites showed a significantly higher DISCERN mean score than academic sites (p = 0.034), while no significant difference was demonstrated between other website categories. 3 (12%) websites reported HONcode certification and had significantly higher JAMA (p = 0.016) and DISCERN (p = 0.045) mean scores than sites without certification. Average FRE and FKGL scores were 39.84 ± 13.11 and 10.62 ± 1.76, respectively, corresponding to college- and high school-level comprehensibility. CONCLUSIONS: Our findings suggest online patient resources on IH repair are of poor overall quality and may not be comprehensible to the public. Patients accessing internet resources for additional information on IH repair should be made aware of these inadequacies and directed to sites bearing HONcode certification.

Proving the Effectiveness of the Fundamentals of Robotic Surgery (FRS) Skills Curriculum: A Single-blinded, Multispecialty, Multi-institutional Randomized Control Trial.

OBJECTIVE: To demonstrate the noninferiority of the fundamentals of robotic surgery (FRS) skills curriculum over current training paradigms and identify an ideal training platform. SUMMARY BACKGROUND DATA: There is currently no validated, uniformly accepted curriculum for training in robotic surgery skills. METHODS: Single-blinded parallel-group randomized trial at 12 international American College of Surgeons (ACS) Accredited Education Institutes (AEI). Thirty-three robotic surgery experts and 123 inexperienced surgical trainees were enrolled between April 2015 and November 2016. Benchmarks (proficiency levels) on the 7 FRS Dome tasks were established based on expert performance. Participants were then randomly assigned to 4 training groups: Dome (n = 29), dV-Trainer (n = 30), and DVSS (n = 32) that trained to benchmarks and control (n = 32) that trained using locally available robotic skills curricula. The primary outcome was participant performance after training based on task errors and duration on 5 basic robotic tasks (knot tying, continuous suturing, cutting, dissection, and vessel coagulation) using an avian tissue model (transfer-test). Secondary outcomes included cognitive test scores, GEARS ratings, and robot familiarity checklist scores. RESULTS: All groups demonstrated significant performance improvement after skills training (P < 0.01). Participating residents and fellows performed tasks faster (DOME and DVSS groups) and with fewer errors than controls (DOME group; P < 0.01). Inter-rater reliability was high for the checklist scores (0.82-0.97) but moderate for GEARS ratings (0.40-0.67). CONCLUSIONS: We provide evidence of effectiveness for the FRS curriculum by demonstrating better performance of those trained following FRS compared with controls on a transfer test. We therefore argue for its implementation across training programs before surgeons apply these skills clinically.

Perspectives of adolescents with severe obesity on social Media in Preparation for weight-loss surgery: a qualitative study.

BACKGROUND: Currently the most effective treatment for severe obesity in adolescents is weight-loss surgery coupled with lifestyle behavior change. In preparation for weight-loss surgery, adolescents are required to make changes to eating and activity habits (lifestyle changes) to promote long term success. Social media support groups, which are popular among adolescents, have the potential to augment preoperative lifestyle changes. The purpose of this study was to qualitatively assess the perceived role of social media as a support tool for weight-loss, and to identify motivators and constraints to lifestyle changes and social media use in adolescents preparing for weight-loss surgery. METHODS: Thematic analysis of social media comments from 13 (3 male, 10 female) adolescents aged 16 ± 1.3 years with a body mass index (BMI) 45 ± 7.3 kg/m2 enrolled in a weight-management program preparing for bariatric surgery and who participated in a 12-week pilot social media intervention was performed. Participants commented on moderator posts and videos of nutrition, physical activity, and motivation that were shared three to four times per week. Social media comments were coded using NVivo 11.0 to identify recurrent themes and subthemes. RESULTS: 1) Social media provided accountability, emotional support, and shared behavioral strategies. 2) Motivators for lifestyle changes included family support, personal goals, and non-scale victories. 3) Challenges included negative peers, challenges with planning and tracking, and time constraints. CONCLUSION: Adolescents considering bariatric surgery identified social media as a tool for social support and reinforcement of strategies for successful behavior change. Important motivators and challenges to lifestyle changes were identified.

Reliability of acoustic radiation force impulse shear wave elastography in the evaluation of liver stiffness in morbidly obese patients.

PURPOSE: To evaluate technical and patient-related factors that can affect the reliability of acoustic radiation force impulse shear wave elastography (ARFI-SWE) in morbidly obese patients. METHODS: A prospective single-center study was performed on 41 patients (32 females, 78%) presenting for preoperative evaluation for bariatric surgery. ARFI-SWE was performed using a 6 to 1.5 MHz curved (6C1) transducer. Hepatic steatosis was mild, moderate, severe, and absent in 24.4%, 12.2%, 43.9%, and 19.5% of patients, respectively. Interquartile range/median (IQR/M) ranged from 0.05 to 2.07 (0.78 ± 0.56 m/s). Twenty patients (48.7%) had reliable measurements (IQR/M < 0.3). Shear wave velocity (SWV) values were >1.34 m/s (clinically significant fibrosis) in 25 of 41 patients (61%) and >2.2 m/s (advanced fibrosis) in 19 patients (46%). RESULTS: Median SWV was correlated with body mass index (BMI; correlation coefficient [CC] = .37; 95% CI, 0.07-0.61; P-value = .03) and skin-to-liver capsule distance (SLD) (CC = .38; 95% CI, 0.09-0.62; P-value = .01). IQR/M was higher in patients with BMI > 40 (0.24 ± 0.11 vs 0.39 ± 0.25, P-value = .031) and SLD > 3 cm (0.46 ± 0.27 vs 0.23 ± 0.08, P-value = .001), and there was higher number of unreliable examinations among patient with SLD > 3 cm (16/23 vs 5/18, P-value = .01). CONCLUSION: ARFI-SWE is technically more challenging among patients with higher BMI and SLD, resulting in a higher number of unreliable studies, which highlights the need for further advancement of ARFI technology.

Laparoscopic transhiatal esophagectomy improves hospital outcomes and reduces cost: a single-institution analysis of laparoscopic-assisted and open techniques.

BACKGROUND: Several case series have demonstrated that laparoscopic transhiatal esophagectomy (LTHE) is associated with favorable perioperative outcomes compared to historical data for open transhiatal esophagectomy (OTHE). Contemporaneous evaluation of open and laparoscopic THE is rare, limiting meaningful comparison of techniques. METHODS: All patients who underwent OTHE (n = 32) and LTHE (n = 41) during the introduction of the latter procedure at our institution (1/2012-4/2014) were identified, and patient charts were retrospectively reviewed. RESULTS: Indications for operation included 69 patients with esophageal malignancy (adenocarcinoma: 64; squamous cell carcinoma: 4; melanoma: 1) and 4 patients with benign disease. There were no significant differences in clinicopathologic variables between OTHE and LTHE cohorts, except for an increased rate of cardiovascular disease in the LTHE cohort (p = 0.04). There was no significant difference in median operative time or operative complications, yet LTHE was associated with a lower incidence of intraoperative blood transfusion (p < 0.01). There were no 30-day mortalities. LTHE was associated with a reduced time to reach 24-h tube feeding goals (p = 0.02), shorter length of hospital stay (p = 0.01), and 6 % reduced median direct cost (p = 0.04). There were no significant differences in rates of major perioperative morbidities. Patients were followed for a median of 11.0 months during which there were no significant differences between cohorts in disease-free survival or overall survival. CONCLUSION: When compared to OTHE, LTHE improves surgical outcomes and decreases hospital costs; short-term oncologic outcomes are similar. LTHE is preferable to OTHE in patients requiring transhiatal esophagectomy.

A Systematic Review of Immersive Virtual Reality for Nontechnical Skills Training in Surgery.

OBJECTIVE: Immersive virtual reality (IVR) can be utilized to provide low cost and easily accessible simulation on all aspects of surgical education. In addition to technical skills training in surgery, IVR simulation has been utilized for nontechnical skills training in domains such as clinical decision-making and pre-operative planning. This systematic review examines the current literature on the effectiveness of IVR for nontechnical skill acquisition in surgical education. DESIGN: A literature search was performed using MEDLINE, EMBASE, and Web of Science for primary studies published between January 1, 1995 and February 9, 2022. Four reviewers screened titles, abstracts, full texts, extracted data, and analyzed included studies to answer 5 key questions: How is IVR being utilized in nontechnical skills surgical education? What is the methodological quality of studies? What technologies are being utilized? What metrics are reported? What are the findings of these studies? RESULTS: The literature search yielded 2340 citations, with 12 articles included for qualitative synthesis. Of included articles, 33% focused on clinical decision-making and 67% on anatomy/pre-operative planning. Motion sickness was a recorded metric in 25% of studies, with an aggregate incidence of 13% (11/87). An application score was reported in 33% and time to completion in 16.7%. A commercially developed application was utilized in 25%, while 75% employed a noncommercial application. The Oculus Rift was used in 41.7% of studies, HTC Vive in 25%, Samsung Gear in 16.7% of studies, Google Daydream in 8%, and 1 study did not report. The mean Medical Education Research Quality Instrument (MERSQI) score was 10.3 ± 2.3 (out of 18). In all studies researching clinical decision-making, participants preferred IVR to conventional teaching methods and in a nonrandomized control study it was found to be more effective. Averaged across all studies, mean scores were 4.33 for enjoyment, 4.16 for utility, 4.11 for usability, and 3.73 for immersion on a 5-point Likert scale. CONCLUSIONS: The IVR nontechnical skills applications for surgical education are designed for clinical decision-making or anatomy/pre-operative planning. These applications are primarily noncommercially produced and rely upon a diverse array of HMDs for content delivery, suggesting that development is primarily coming from within academia and still without clarity on optimal utilization of the technology. Excitingly, users find these applications to be immersive, enjoyable, usable, and of utility in learning. Although a few studies suggest that IVR is additive or superior to conventional teaching or imaging methods, the data is mixed and derived from studies with weak design. Motion sickness with IVR remains a complication of IVR use needing further study to determine the cause and means of mitigation.

Safety of elective enteral access in elderly patients: a comparative analysis of perioperative risk.

BACKGROUND: Elderly patients can experience torpid hospitalization that is often characterized by malnutrition. In this setting, enteral feeding may facilitate improvement in nutritional status. This study aimed to compare the perioperative outcomes between elderly (age of ≥65 years old) and nonelderly (age of <65 years old) patients undergoing elective enteral access placement. METHODS: Adult patients who underwent enteral access procedures between 2018 and 2020 at a tertiary care facility were retrospectively reviewed. Differences in baseline characteristics between nonelderly and elderly patients were adjusted using entropy-balanced weights. Subsequently, multivariate logistic and linear regression models were developed to evaluate the association between elderly status and outcomes of interest. RESULTS: Overall, 914 patients with enteral access met the inclusion criteria, of whom 471 (51.5%) were elderly. Elderly patients more commonly received percutaneous gastrostomy and had a higher burden of comorbidities as measured using the Charlson Comorbidity Index than nonelderly patients. Multivariate risk adjustment generated a strongly balanced distribution of baseline covariates between patient groups. After adjustment, despite no significant association with inhospital mortality, reoperation, or time to feeding goals, elderly status was linked to an approximately 8-day reduction in length of stay (95% CI, -14.28 to -2.30; P = .007) and significantly lower odds of total parenteral nutrition (adjusted odds ratio [AOR], 0.59; 95% CI, 0.37-0.94; P = .026) and nonelective readmission (AOR, 0.65; 95% CI, 0.49-0.86; P = .003). In addition, elderly status was associated with significantly greater odds of nonhome discharge (AOR, 1.58; 95% CI, 1.17-2.13; P = .003). CONCLUSION: Despite having more comorbidities than their nonelderly counterparts, elderly patients experienced favorable nutritional and perioperative outcomes after enteral access placement.

Ventricular Remodeling Following Metabolic and Bariatric Surgery Decreases Need for Heart Transplantation: A Predictive Model.

PURPOSE: For patients with obesity and congestive heart failure (CHF) who require heart transplantation (HT), aggressive weight loss has been associated with ventricular remodeling, or subclinical alterations in left and right ventricular structure that affect systolic function. Many have suggested offering metabolic and bariatric surgery (MBS) for these patients. As such, we evaluated the role of MBS in HT for patients with obesity and CHF using predictive modelling techniques. MATERIALS AND METHODS: Markov decision analysis was performed to simulate the life expectancy of 30,000 patients with concomitant obesity, CHF, and 30% ejection fraction (EF) who were deemed ineligible to be waitlisted for HT unless they achieved a BMI < 35 kg/m2. Life expectancy following diet and exercise (DE), Roux-en-Y gastric bypass (RYGB), and sleeve gastrectomy (SG) was estimated. Base case patients were defined as having a pre-intervention BMI of 45 kg/m2. Sensitivity analysis of initial BMI was performed. RESULTS: RYGB patients had lower rates of HT and received HT quicker when needed. Base case patients who underwent RYGB gained 2.2 additional mean years survival compared with patients who underwent SG and 10.3 additional mean years survival compared with DE. SG patients gained 6.2 mean years of life compared with DE. CONCLUSION: In this simulation of 30,000 patients with obesity, CHF, and reduced EF, MBS was associated with improved survival by not only decreasing the need for transplantation due to improvements in EF, but also increasing access to HT when needed due to lower average BMI.

Sleeve Gastrectomy Reduces the Need for Liver Transplantation in Patients with Obesity and Non-Alcoholic Steatohepatitis: a Predictive Model.

BACKGROUND: Non-alcoholic steatohepatitis (NASH) is one of the leading indications for liver transplantation (LT) in the United States. As with the current obesity epidemic, the incidence of NASH continues to rise. However, the impact of broad utilization of bariatric surgery (BS) for patients with NASH is unknown, particularly in regard to mitigating the need for LT. METHODS: Markov decision analysis was performed to simulate the lives of 20,000 patients with obesity and concomitant NASH who were deemed ineligible to be waitlisted for LT unless they achieved a body mass index (BMI) < 35 kg/m2. Life expectancy following medical weight management (MWM) and sleeve gastrectomy (SG) were estimated. Base case patients were defined as having NASH without fibrosis and a pre-intervention BMI of 45 kg/m2. Sensitivity analysis of initial BMI was performed. RESULTS: Simulated base case analysis patients who underwent SG gained 14.3 years of life compared to patients who underwent MWM. One year after weight loss intervention, 9% of simulated MWM patients required LT compared to only 5% of SG patients. Survival benefit for SG was observed above a BMI of 32.2 kg/m2. CONCLUSION: In this predictive model of 20,000 patients with obesity and concomitant NASH, surgical weight loss is associated with a reduction in the progression of NASH, thereby reducing the need for LT. A reduced BMI threshold of 32 kg/m2 for BS may offer survival benefit for patients with obesity and NASH.

What We Are Missing: Using Machine Learning Models to Predict Vitamin C Deficiency in Patients with Metabolic and Bariatric Surgery.

PURPOSE: Vitamin C (VC) is implicated in many physiological pathways. Vitamin C deficiency (VCD) can compromise the health of patients with metabolic and bariatric surgery (patients). As symptoms of VCD are elusive and data on VCD in patients is scarce, we aim to characterize patients with measured VC levels, investigate the association of VCD with other lab abnormalities, and create predictive models of VCD using machine learning (ML). METHODS: A retrospective chart review of patients seen from 2017 to 2021 at a tertiary care center in Northeastern USA was conducted. A 1:4 case mix of patients with VC measured to a random sample of patients without VC measured was created for comparative purposes. ML models (BayesNet and random forest) were used to create predictive models and estimate the prevalence of VCD patients. RESULTS: Of 5946 patients reviewed, 187 (3.1%) had VC measures, and 73 (39%) of these patients had VC<23 µmol/L(VCD. When comparing patients with VCD to patients without VCD, the ML algorithms identified a higher risk of VCD in patients deficient in vitamin B1, D, calcium, potassium, iron, and blood indices. ML models reached 70% accuracy. Applied to the testing sample, a "true" VCD prevalence of ~20% was predicted, among whom ~33% had scurvy levels (VC<11 µmol/L). CONCLUSION: Our models suggest a much higher level of patients have VCD than is reflected in the literature. This indicates a high proportion of patients remain potentially undiagnosed for VCD and are thus at risk for postoperative morbidity and mortality.