Bariatric Surgery, Sleeve Gastrectomy, Weight Loss
Conditions
Keywords
Sleeve Gastrectomy, Weight Loss, Prediction Model
Brief summary
This study aims to develop and validate a prediction model for estimating the probability of inadequate weight loss one year after sleeve gastrectomy.
Detailed description
Inadequate weight loss (IWL) is a major problem after sleeve gastrectomy, leading to the recurrence of obesity-related comorbidities and increased risk of revision surgery. It is important to identify the high-risk individuals for IWL before surgery so that clinicians can initiate more rigorous weight monitoring and management strategies. Therefore, this study aims to develop a prediction model using preoperative clinical and laboratory data to estimate the risk of IWL one year after sleeve gastrectomy, and then validate it using two separate datasets.
Interventions
None listed
Sponsors
The Second Hospital of Shandong University
Jining First People's Hospital
China-Japan Friendship Hospital
Study design
Observational model
COHORT
Time perspective
OTHER
Eligibility
Sex/Gender
ALL
Age
16 Years to 70 Years
Healthy volunteers
No
Inclusion criteria
* BMI ≥ 27.5 kg/m2; * 16 years ≤ age ≤ 70 years; * Complete preoperative data and one-year follow-up information
Exclusion criteria
* Patients who did not undergo SG; * Incomplete follow-up information; * Patients with a history of pituitary or thyroid disease; * Female patients who conceived within one year after surgery
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Area under receiver operating characteristic curve (AUC) of the prediction model | 1 year | AUC reflects the discriminatory ability of the model, which was measured in this study. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Brier score of the prediction model | 1 year | Brier score reflects the calibration of the model, which was measured in this study. |
Countries
China
Outcome results
None listed