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Associations of Computerized Tomography-Based Body Composition and Food Insecurity in Bariatric Surgery Patients
J Alexander Sizemore1, Kirti Magudia2, Hongyu He2
1Duke University School of Medicine, Durham, United States. alex.sizemore@duke.edu.
Obesity Surgery
|July 14, 2025
Summary
Food insecurity is linked to poorer body composition, specifically less muscle and more fat, before bariatric surgery. However, food insecurity did not impact surgical weight loss or health outcomes at 12 months.
Area of Science:
- Obesity Medicine
- Nutritional Science
- Medical Imaging
Background:
- Food insecurity (FI) is linked to increased adiposity and obesity-related conditions.
- Body composition significantly influences metabolic risk.
- Bariatric surgery is an effective treatment for obesity and metabolic diseases.
Purpose of the Study:
- To investigate the association between food insecurity and baseline body composition using CT scans.
- To evaluate the impact of food insecurity on bariatric surgery outcomes.
Main Methods:
- Retrospective analysis of 54 adults undergoing bariatric surgery with preoperative CT scans.
- Food security assessed via a six-item survey; body composition measured by CT and bioelectrical impedance analysis (BIA).
- Skeletal muscle, visceral fat, and subcutaneous fat areas quantified from CT scans.
Main Results:
- Food insecure patients (26%) exhibited lower skeletal muscle and higher subcutaneous fat areas on CT compared to food secure patients.
- No significant differences in baseline BIA measurements between the groups.
- Similar weight loss, medication reduction, and healthcare utilization at 6 and 12 months post-surgery for both groups.
Conclusions:
- Food insecurity is associated with less favorable body composition (lower muscle, higher fat) detected by CT, but not BIA, prior to bariatric surgery.
- AI-enhanced CT analysis provides more precise body composition data.
- Food insecurity did not negatively affect bariatric surgery outcomes in this study.
Keywords:
Artificial intelligenceBariatric surgeryBody compositionCross-sectional imaging analysisFood insecurityObesityMore Related Videos
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