Seeing is Believing - A Qualitative Study Exploring What Motivates Medical Students to Pursue a Career In General Surgery.

OBJECTIVE: The personal statement (PS) is a rich text in which medical students introduce themselves to the programs to which they are applying. There is no prompt or agreed upon structure for the personal statement. Therefore it represents a window in to medical students' beliefs and perceptions. The goal of this study was to identify what events or experiences motivate medial students to pursue a career in general surgery. Previous work in this area has been largely survey and interview-based. This study is unique in that it looks at what medical students say when not prompted. DESIGN: This is a single-institution, retrospective, qualitative review of applicants' PSs. The PSs were coded based on an a priori coding scheme. The coding scheme was based on published literature of why medical students might apply for a general surgery training position. SETTING: Academic, safety-net hospital. PARTICIPANTS: The study evaluated a subset of the PSs of applications submitted through the Electronic Residency Application Service (ERAS) for a categorical general surgery position in our program during the 2022 match. Specifically, 308 of all received applications were included in this study. This is the subgroup of applications that was pulled out for a close review based on holistic screening of received applications. RESULTS: The single most frequently mentioned motivating factor for applying to general surgery training was the experience a student had on the surgery clerkship. The early years of medical school and sub-internships were less frequently identified as motivating experiences. After the overall clerkship experience, the next most frequent motivating factors were that their personality fit well with the culture of surgery and that they realized the important role surgeons played in patient care. 59 applicants wrote about a pre-existing interest in surgery prior to entering medical school. Most frequently this interest developed after witnessing family or friends or applicant themselves have surgery or shadowing a surgeon. CONCLUSIONS: In this study, students most frequently noted the clerkship experience as having sparked their interest in a career in surgery. Having had exposure to surgeons, through personal experience or shadowing, often led to students to develop an interest in pursuing a career in surgery prior to entering medical school. The findings suggest that to increase the attractiveness of surgery to potential applicants, positive exposure to surgeons and surgery as a field of practice are critical.

Defining a High-Quality and Effective Morbidity and Mortality Conference: A Systematic Review.

Importance: Morbidity and mortality conferences (MMCs) are thought to advance trainee education, quality improvement (QI), and faculty development. However, there is considerable variability with regard to their completion. Objective: To compile and analyze the literature describing the format, design, and other attributes of MMCs that appear to best advance their stated objectives related to QI and practitioner education. Evidence Review: For this systematic review, a literature search with terms combining conference and QI or morbidity and mortality was performed in January 2022, using the PubMed, Embase, and ERIC (Education Resources Information Center) databases with no date restrictions. Included studies were published in English and described surgical or nonsurgical MMCs with explicit reference to quality or system improvement, education, professional development, or patient outcomes; these studies were classified by design as survey based, intervention based, or other methodologies. For survey-based studies, positively and negatively regarded attributes of conference design, format, and completion were extracted. For intervention-based studies, details of the intervention and their impact on stated MMC objectives were abstracted. Principal study findings were summarized for the other group. Study quality was assessed using the Medical Education Research Study Quality Instrument (MERSQI). Abstract screening, full-text review, and data extraction and analysis were completed between January 2022 and December 2022. Findings: A total of 59 studies met appropriateness for study inclusion. The mean MERSQI score for the included studies was 6.7 (range, 5.0-9.5) of a maximum possible 18, which implied that the studies were of average quality. The evidence suggested that preparation and postconference follow-up regarding QI initiatives are equally as important as both (1) succinctly presenting case details, opportunities for improvement, and educational topics and (2) creating a constructive space for accountability, engagement, and multistakeholder discussion. Conclusions and Relevance: These findings suggest that the published literature on MMCs provides substantial insight into the optimal format, design, and related attributes of an effective MMC. This systematic review provides a road map for surgical departments to improve MMCs in order to align their format and design with their principal objectives related to practitioner and trainee education, error prevention, and QI.

Intern Experience Reflects Information Gathered During the Virtual Interview Process.

OBJECTIVE: The onset of the coronavirus 2019 (COVID-19) pandemic brought many changes to the residency application process including transitioning to a virtual interview platform, which continues today. The transition brought many concerns from general surgery applicants about their ability to obtain adequate information about a program virtually. We sought to characterize how information presented by programs during the first ever virtual interview cycle matched the experience of general surgery interns after training at a program for 1 year. DESIGN, SETTING, AND PARTICIPANTS: In May of 2022, a survey was distributed to 243 program directors who were asked to forward it to their general surgery categorical interns who matched during the 2021 virtual match cycle. Demographics, resources used to determine an impression of a program, and correlations between information presented virtually and what was subsequently experienced as an intern were collected. RESULTS: Forty-six program directors confirmed forwarding the survey to their categorical interns. A total of 102 general surgery interns completed the survey. Most interns (88.2%) agreed that their experience matched expectations based on information received through the virtual interview process and 98% of interns were satisfied with their experience at their training program. Interviews with faculty (40.0%), residents (68.0%) and the program web site (29.0%) were the top 3 resources used to create the most accurate impression of a program. Interns felt they were well informed during the virtual interview experience about support from fellow residents (84.3%), culture (73.0%), surgical volume (72.5%), and intern operative experience (71.6%). In addition, 65.7% of participants thought they were able to obtain a good understanding of the program's culture from the virtual process. However, 16.7% thought that their program unintentionally misrepresented aspects of the training program. CONCLUSIONS: The faculty and residency interviews were the most important factors in program ranking and most participants agreed that their virtual interview experience matched their expectations during their intern year. Most interns felt they were able to obtain a good understanding of the program's culture from the virtual process. In addition, a majority of interns felt well informed during the interview on aspects ranging from surgical volume, autonomy, and work hours to support from faculty and residents. If virtual interviews are to continue, residents can be satisfied that information gathered virtually will match the reality of their training. Programs should continue to make every effort to present their program realistically.

Our Efforts to Create a Welcoming Surgical Residency for LGBTQ Trainees.

OBJECTIVE: To provide a more welcoming environment for LGBTQ residents. DESIGN: This paper is based upon the authors experience creating a training program welcoming to LGBTQ residents. SETTING: University General Surgery Training Program. PARTICIPANTS: Surgical Residents and Surgical Faculty. RESULTS: Over a 9 year period, our residency has made intentional efforts to welcome LGBTQ applicants and support LGBTQ residents. We now have a residency in which over 25% of our residents identify as LGBTQ. CONCLUSIONS: We see opportunities for other residencies to signal to applicants and trainees that they are welcome and celebrated for who they are.

The Association Between Virtual Interviewing and Geographical Distribution of Matched Residency Programs for General Surgery Applicants.

OBJECTIVE: Due to the COVID-19 pandemic, the Coalition for Physician Accountability's work group on Medical Students in the class of 2021 made the recommendation in May of 2020 that the upcoming residency recruitment cycle be conducted virtually. This flexibility may have allowed applicants to apply and interview at programs with less regard to geography, knowing that travel costs of interviewing would not be a factor. Alternatively, applicants who interviewed virtually could choose to remain in a close proximity to their home institutions where they likely have a greater comfort level and familiarity with the community both personally and professionally. We examine the distribution of applicants matched at general surgery residency programs in 2021 to those in 2020 to see if there was a change in geographic variability. DESIGN: Retrospective review of general surgery residents SETTING: United States general surgery residency programs PARTICIPANTS: 2153 PGY1 categorical general surgery residents who were interviewed virtually and PGY2 categorical general surgery residents who interviewed in-person, who also attended residency programs and medical schools located in the continental United States with publicly accessible residency websites containing necessary biographical information. RESULTS: A total of 2153 residents were included; 1124 in their PGY1 and 1029 in their PGY2. Average distance from attended medical school to matched program (634.2 vs 662.5), percentage of matched programs within 500 miles of attended medical school (57.3 vs 55.7), average price of flight, when available, from attended medical school to matched program (222.8 vs 230.4), and percentage of attended medical schools with non-stop flight to matched program (42.9 vs 42.9) did not significantly differ between PGY1 and PGY2 residents. CONCLUSIONS: The decision to adopt virtual interviewing practices compared to previous in-person interviews did not significantly alter the geographical distribution of students' matched programs. The distance from medical school to the matched program, flight availability, and flight pricing remained comparable between residents interviewed in-person and residents interviewed virtually.

Validation of an artificial intelligence platform for the guidance of safe laparoscopic cholecystectomy.

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.

Comparison of weight loss outcomes between Roux-en-Y gastric bypass and sleeve gastrectomy in a racially mixed urban patient population.

BACKGROUND: National data show a trend favoring laparoscopic sleeve gastrectomy (SG) over Roux-en-Y gastric bypass (RYGB). Published data demonstrating the differences in weight loss between the two procedures are mixed. OBJECTIVE: In this retrospective study using clinical data from 2010 to 2020, we compared the clinical and demographic characteristics of patients undergoing either SG or RYGB to evaluate their long-term weight loss outcomes. SETTING: University hospital in the United States. METHODS: A total of 3329 patients were identified in our institutional Metabolic and Bariatric Surgery Accreditation and Quality Improvement database using Current Procedural Terminology codes for either RYGB or SG. A general linear model was used for baseline characteristics. Logistic regression was used for factors favoring RYGB versus SG. A multivariable linear mixed model was used for weight-trajectory analysis. Cox regression was used for a cumulative hazard ratio of 10% weight regained from nadir. RESULTS: Factors favoring RYGB were diagnoses of type 2 diabetes and gastroesophageal reflux disease, Hispanic ethnicity, and surgeon's preference. SG was favored among Black patients and smokers. RYGB was associated with more weight loss at all time points. The risk of weight regain was significantly higher after SG versus RYGB. CONCLUSIONS: The bariatric procedure choice is significantly influenced by race, medical history, and surgeon's experience. RYGB results in a significantly more durable weight loss compared with SG regardless of race or other stratification factors.

Creating a Welcoming Surgery Residency Training Program for LGBTQ Trainees.

General Surgery residencies have been perceived as unwelcoming to lesbian, gay, bisexual, transgender, and queer (LGBTQ) applicants. Historically, applicants have been reluctant to reveal their LGBTQ status when interviewing for residency positions and LGBTQ surgery residents are more likely to consider leaving their residency. Despite the increased acceptance in society and calls for diversity by governing bodies, there is a perception that the field of surgery is lagging behind. In this article, we summarize the recent literature concerning LGBTQ status in surgery residencies and the impact it has on students and trainees. We then review the recent calls to action to remedy the identified shortcomings. We then share what has been done by our surgery residency, which has been successful in recruiting LGBTQ-identifying residents and summarize recommendation for moving forward.

The impact of English proficiency on outcomes after bariatric surgery.

BACKGROUND: Several studies demonstrated language that discordant care between may lead to mixed outcomes and increased use of hospital-resources. In the setting of bariatric surgery, which relies heavily on intensive pre-operative and post-operative counseling, we hypothesized that patients with LEP would have less favorable outcomes compared to English-proficient (EP) patients. METHODS: All patients 18 years and older, who underwent laparoscopic sleeve gastrectomy (SG) or laparoscopic gastric bypass (LGBP) from January 2013 to December 2017 were included. Language proficiency was determined by chart review for the use of an interpreter at least once during the study period. Outcomes of interest at 30-days and 1 year included: emergency department (ED) visits, readmission, length of stay (LOS), chief-complaint on readmission, and post-operative complications. Additionally, comorbidity remission and weight loss at one year was recorded. RESULTS: A total of 671 patients were categorized as LEP (40%) and spoke 6 unique languages. Within the 1 year post-operative period, EP patients presented to the ED more than LEP patients (23% vs. 14% p < 0.001). After multivariable regression for potential confounders this difference persisted; adjusted OR = 0.65 (95% CI 0.43-0.95; p = 0.029). However, despite more frequent ED visits by EP patients, there was no significant difference in readmission within one year; adjusted OR = 0.94 (95% CI 0.56-1.55; p = 0.50). Both groups demonstrated similar successful weight loss at 1 year: EP-31.85% (LGBP) and - 28.02% (SG) vs. LEP-30.17% (LGBP) and - 28.36% (SG). EP and LEP patients also had similar remission of obesity-related comorbidities. CONCLUSION: There were no differences in outcomes following bariatric surgery when comparing patients with limited English proficiency to those who are proficient in English. Bariatric surgical care can be delivered in a safe and effective manner with equivalent outcomes between patients who are and are not English-language proficient.

Application of the Caprini Risk Assessment Model to Select Patients for Extended Thromboembolism Prophylaxis After Sleeve Gastrectomy.

BACKGROUND: The Caprini risk assessment model is a well-validated tool that identifies patients who would benefit from extended venous thromboembolism (VTE) prophylaxis beyond hospital discharge. VTE, particularly portal mesenteric vein thrombosis (PMVT), is a potentially devastating complication of laparoscopic sleeve gastrectomy (LSG); therefore, we sought to examine whether the model can be safely applied to LSG patients. We hypothesized that its use can minimize the incidence of postoperative VTE, including PMVT, without increasing the likelihood of bleeding complications. MATERIALS AND METHODS: We conducted a retrospective chart review of those patients who underwent LSG at our institution from 2010 and 2018, at which time the Caprini risk assessment model was already our institutional standard. We determined the patients' Caprini scores at the time of discharge and whether patients at high risk of VTE were discharged from hospital on extended courses of VTE prophylaxis. We also recorded if bleeding complications or VTE events occurred in the first 180 days after LSG. RESULTS: Six hundred thirty-eight patients underwent LSG, including 521 (81.7%) women, with an average preoperative body mass index (BMI) of 44.4 kg/m2 (SD 6.8). One hundred fifty-eight (24.8%) patients had Caprini scores that warranted extended courses of VTE prophylaxis beyond hospital discharge. Three patients (0.47%) developed a postoperative VTE, but no patient developed PMVT. No bleeding complications were observed among patients who received extended VTE prophylaxis. CONCLUSION: The Caprini risk assessment model can effectively identify patients after LSG who might benefit from extended courses of VTE prophylaxis. Extended VTE prophylaxis does not seem to confer increased bleeding risk in this patient population.

Impact of fellow compared to resident assistance on outcomes of minimally invasive surgery.

INTRODUCTION: As fellowship training after general surgery residency has become increasingly common, the impact on resident education must be considered. Patient safety and procedure outcomes are often used as justification by attendings who favor fellows over residents in certain minimally invasive surgery (MIS) operations. The aim of the present study was to compare the impact of trainee level on the outcomes of selected MIS operations to determine if giving preference to fellows on grounds of outcomes is warranted. METHODS: Patients who underwent elective laparoscopic hiatal hernia repair (LHHR), laparoscopic sleeve gastrectomy (LSG), laparoscopic Roux-en-Y gastric bypass (LRYGB), laparoscopic splenectomy (LS), laparoscopic cholecystectomy (LC), or laparoscopic ventral hernia repair (LVHR) with assistance of a general surgery chief resident or fellow were identified from the American College of Surgeon's National Surgical Quality Improvement Program database (2007-2012). Patients were matched 1:1 based on propensity score for the odds of undergoing operations assisted by a fellow. RESULTS: 5145 patients underwent LHHR, 1396 LSG, 9656 LRYGB, 863 LS, 13,434 LC, and 3069 LVHR. Fellows assisted in 41.7% of LHHR, 49.2% of LSG, 56.4% of LRYGB, 25.7% of LS, 17.1% of LC, and 27.0% of LVHR cases. After matching, overall and severe complication rates were comparable between cases performed with assistance of a fellow or chief resident. Median operative time was longer for LSG, LRYGB, and LC when a fellow assisted. CONCLUSIONS: Surgical outcomes were similar between fellow and chief resident assistance in MIS operations, arguing that increased resident participation in basic and complex laparoscopic operations is appropriate without compromising patient safety.

Structuring Research Rotations to Facilitate Surgery Residents' Academic Productivity.

OBJECTIVE: We sought to enhance opportunities for general surgery residents to conduct research during residency without having to take dedicated time out of clinical training. To this end, we created structured research rotations to facilitate and support resident research. DESIGN: Research blocks of four week's duration were introduced for categorical interns and post-graduate year (PGY) 4 residents. Interns had no clinical responsibilities during their research blocks while PGY 4 residents shadowed their mentor in the clinical setting. Research projects were developed and prepared in advance to maximize productivity during the research rotation. SETTING: General surgery residency program at an urban, academic, safety-net, tertiary care hospital PARTICIPANTS: Categorical general surgery interns and PGY 4 general surgery residents RESULTS: The research rotations were first offered in the 2019 to 2020 academic year (AY). 10 interns and 11 PGY 4 residents have since completed the rotations; of the PGY 4 residents, 6 had not previously taken any time off for research activities. Research projects varied between residents and focused on basic science, clinical outcomes, quality improvement, and education. CONCLUSIONS: Through establishment of dedicated research rotations, we were able to increase resident engagement in a variety of research activities. We provide a simple model for training programs seeking increased research engagement and productivity for their residents without extending training time.

Teaching assistant cases in general surgery training - A literature review.

BACKGROUND: There is a lack of understanding of the scope and purpose of teaching assistant cases, impact on patients and safety, as well as the facilitators or barriers to resident participation in these cases. METHODS: Four databases (PubMed, Embase, Web of Science, and the Education Resources Information Center), were searched. The references of identified resources were additionally hand-searched. 10 articles were identified and considered in the literature review. RESULTS: The TA case literature focuses on case numbers and safety. The discussions of papers allude to perceived benefits of TA cases. The literature review reveals that residents are more likely to be granted TA opportunities if they show themselves worthy of entrustment. CONCLUSIONS: The work elucidates aspects of TA cases that have not previously been emphasized or highlighted. The literature review can serve to inform attending surgeons and trainees how to optimize the opportunities teaching assistant cases can afford.

Efficacy of a resident-as-teacher program (RATP) for general surgery residents: An evaluation of 3 Years of implementation.

BACKGROUND: Teaching is a responsibility of general surgery residents and formal teaching instruction is mandated. This study examines the efficacy of a formal RATP incorporated into our general surgery residency curriculum. METHODS: The RATP was developed locally and delivered longitudinally over the course of the academic year, starting in 2017. Self-assessment surveys were distributed to residents before and after completion of the program each academic year. Medical students were surveyed regarding their impression of teaching on the surgical clerkship. RESULTS: RATP data was collected annually. All sessions were highly rated. Residents reported improved teaching self-efficacy after participation. Medical student agreement with the statement 'Residents provided effective teaching during the [surgery] clerkship' increased from 68.6% prior to RATP implementation to 79.7% in the following years (p < 0.05). CONCLUSIONS: Incorporation of a locally developed RATP improved residents' self-perceptions and medical student perception of residents as teachers. RATPs should be adopted widely.

Outcomes in Laparoscopic Roux-en-Y Gastric Bypass and Implications for Surgical Resident Education.

OBJECTIVES: Some surgery residents feel inadequately prepared to perform advanced operations, partly due to losing operative opportunities to fellows. In turn, they are prompted to pursue fellowships. Allowing residents the opportunity to participate in advanced procedures and complex cases may alleviate this cycle, if their participation is safe. This study examined the effects of resident participation in laparoscopic Roux-en-Y gastric bypass procedures (LRYGBs). DESIGN: Our MBSAQIP database was used to identify LRYGBs performed at our institution between 2015 and 2018. Operative notes were reviewed to determine training level of the assistant. Patient comorbidities and outcomes (duration of surgery, length of stay, post-operative complications, readmissions, and reoperations) were stratified by assistant level of training for comparison. SETTING: Urban tertiary care hospital. PARTICIPANTS: Trainees and attending surgeons acting as assistants during LRYGBs. RESULTS: Among 987 total cases, the assistants for the procedures were chief residents (n = 549, 56%), fourth-year residents (n = 258, 26%), attending surgeons (n = 143, 14%), and third-year residents (n = 37, 4%). Attending surgeons assisted more often when patients had a BMI ≥ 45 (38% attendings vs. 25% residents, p = 0.007), ≥ 2 comorbidities (54% vs. 40%, p = 0.007), or had a history of prior bariatric surgery (22% vs. 3%, p < 0.0001).Post-operative complication rate was low (4%) and did not differ significantly between all training levels (p = 0.86). Average length of stay, readmission rates, and reoperation rates were not significantly different across training levels (p = 0.75, p = 0.072, and p = 0.91 respectively). CONCLUSION: Complication rates, hospital length of stay, readmission rates, and reoperation rates were equivalent for patients regardless of the level of training of the assistant for LRYGBs. Involving residents in complex bariatric procedures such as LRYGB is a safe model of education that does not compromise patient safety or hospital outcomes. Involvement in advanced cases allows general surgery residents to more confidently move toward independent practice.

Association of Bariatric Surgery With Vascular Outcomes.

Importance: Bariatric surgical weight loss is associated with reduced cardiovascular mortality; however, the mechanisms underlying this association are incompletely understood. Objectives: To identify variables associated with vascular remodeling after bariatric surgery and to examine how sex, race, and metabolic status are associated with microvascular and macrovascular outcomes. Design, Setting, and Participants: This population-based longitudinal cohort included 307 individuals who underwent bariatric surgery. Participants were enrolled in the bariatric weight loss program at Boston Medical Center, a large, multi-ethnic urban hospital, with presurgical and postsurgical assessments. Data were collected from December 11, 2001 to August 27, 2019. Data were analyzed in September 2019. Exposure: Bariatric surgery. Main Outcomes and Measures: Flow-mediated dilation (FMD) and reactive hyperemia (RH) (as measures of macrovascular and microvascular function, respectively) and clinical variables were measured preoperatively at baseline and at least once postoperatively within 12 months of the bariatric intervention. Results: A total of 307 participants with obesity (mean [SD] age, 42 [12] years; 246 [80%] women; 199 [65%] White; mean [SD] body mass index, 46 [8]) were enrolled in this study. Bariatric surgery was associated with significant weight loss and improved macrovascular and microvascular function across subgroups of sex, race, and traditional metabolic syndrome (mean [SD] pre- vs postsurgery weight: 126 [25] kg vs 104 [25] kg; P < .001; mean [SD] pre- vs postsurgery FMD: 9.1% [5.3] vs 10.2% [5.1]; P < .001; mean [SD] pre- vs postsurgery RH: 764% [400] vs 923% [412]; P < .001). Factors associated with change in vascular phenotype correlated most strongly with adiposity markers and several metabolic variables depending on vascular territory (eg, association of weight change with change in RH: estimate, -3.2; 95% CI, -4.7 to -1.8; association of hemoglobin A1c with change in FMD: estimate, -0.5; 95% CI, -0.95 to -0.05). While changes in macrovascular function among individuals with metabolically healthy obesity were not observed, the addition of biomarker assessment using high-sensitivity C-reactive protein plasma levels greater than 2 mg/dL identified participants with seemingly metabolically healthy obesity who had low-grade inflammation and achieved microvascular benefit from weight loss surgery. Conclusions and Relevance: The findings of this study suggest that bariatric intervention is associated with weight loss and favorable remodeling of the vasculature among a wide range of individuals with cardiovascular risk. Moreover, differences in arterial responses to weight loss surgery by metabolic status were identified, underscoring heterogeneity in physiological responses to adiposity change and potential activation of distinct pathological pathways in clinical subgroups. As such, individuals with metabolically healthy obesity represent a mixed population that may benefit from more refined phenotypic classification.