Limitations in endoscopic sleeve gastroplasty outcomes data derived from surgery-based repositories

Endoscopic sleeve gastroplasty reintervention score using supervised machine learning

BACKGROUND AND AIMS

Reintervention after endoscopic sleeve gastroplasty (ESG) can be indicated because of postprocedural adverse events from various preinterventional or postprocedural comorbidities. We developed and internally validated an ESG reintervention score (ESG-RS) that determines the individualized risk of reintervention within the first 30 days after ESG.

METHODS

We used data from a sample of 3583 patients who underwent ESG in the Metabolic and Bariatric Surgery Accreditation Quality Improvement Program database (2016-2021). The least absolute shrinkage and selection operator (LASSO)-penalized regression was used to select the most promising predictors of reintervention after ESG within 30 days. The predictive variables extracted by LASSO regression were entered into multivariate analysis to generate an ESG-RS by using the coefficients of the statistically significant variables. The model performance was assessed using receiver-operator curves by 10-fold cross-validation.

RESULTS

Eleven variables were selected by LASSO regression and used in the final multivariate analysis. The ESG-RS was inferred using 5 factors (history of previous foregut surgery, preoperative anticoagulation use, female gender, American Society of Anesthesiologists class ≥II, and hypertension) weighted by their regression coefficients in the multivariable logistic regression model. The area under the curve of the ESG-RS was .74 (95% confidence interval, .70-.78). For the ESG-RS, the optimal cutpoint was 67.9 (high risk vs low risk), with a sensitivity of .76 and specificity of .71.

CONCLUSIONS

The ESG-RS aids clinicians in preoperative risk stratification of patients undergoing ESG while clarifying factors contributing to a higher risk of reintervention.

Comparable Short-Term Weight Loss and Safety of Endoscopic Sleeve Gastroplasty in Diabetic and Non-diabetic Patients

BACKGROUND

Endoscopic sleeve gastroplasty (ESG) is a highly effective endo bariatric procedure. Data on outcomes of ESG in patients with diabetes mellitus (DM) compared to non-diabetics are limited.

AIMS

We aim to assess differences in clinical outcomes of ESG in DM patients in North America.

METHODS

We used the Metabolic and Bariatric Surgery Accreditation Quality Improvement Program database from 2016 to 2021 to identify all DM patients who underwent ESG as the primary procedure for weight loss. A 1:1 propensity score matched cohort of non-DM patients served as controls. Patient characteristics, clinical outcomes, and complications were compared and analyzed. Adult patients with Class I obesity and above were included.

RESULTS

After matching, 310 DM and non-DM patients that underwent ESG were compared. The median % BMI decrease (3.3% vs. 3.1%, P = 0.62) and median total body weight loss (%TBWL) (4.3% vs. 4%, P = 0.75) in 30 days were similar in the DM compared to non-DM cohorts. A similar proportion of patients with major adverse events (AEs) were present after ESG in the DM (1.6% vs. 1.3%, P = 0.74) compared to the non-DM cohort. The DM cohort had more patients with 30-day readmissions (3.2% vs. 1.9%, P = 0.08) than the non-DM cohort. %TBWL was similar in patients with HbA1c < 9% compared to ≥ 9%, (4.3% each, P = 0.33) with comparable AEs.

CONCLUSION

ESG is a safe procedure in DM patients, without an increase in AEs, and it shows similar short-term weight loss compared to non-DM patients.