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Inverse association between body mass index and abdominal aortic calcification based on NHANES
Yuxing Wang1, Jie Meng2, Long Wang3
1Heart Center, Beijing Key Laboratory of Hypertension, Beijing Chaoyang Hospital, Capital Medical University, Beijing, 100020, China.
Journal of Cardiothoracic Surgery
|June 19, 2026
Summary
Higher body mass index (BMI) is linked to less abdominal aortic calcification (AAC), suggesting obesity may paradoxically protect against vascular calcification. This finding supports the "obesity paradox" in cardiovascular health.
Area of Science:
- Cardiovascular Health
- Obesity Research
- Radiology
Background:
- Global rise in obesity presents complex cardiovascular implications.
- Obesity is a known cardiovascular disease (CVD) risk factor.
- Some studies suggest higher BMI may decrease vascular calcification risk.
Purpose of the Study:
- To investigate the association between Body Mass Index (BMI) and abdominal aortic calcification (AAC) in a general population.
- To clarify the relationship between weight status and vascular calcification.
- To explore the
Main Methods:
- Analysis of 3,116 adults from the 2013-2014 National Health and Nutrition Examination Survey (NHANES).
- Severe AAC diagnosis via Kauppila score using dual-energy X-ray absorptiometry (DXA).
- Logistic regression and restricted cubic spline analysis to evaluate BMI-AAC relationship, including non-linear patterns.
Main Results:
- Higher BMI showed a significant inverse association with severe AAC (OR=0.89).
- Obese individuals had 62% lower odds of severe AAC compared to normal weight individuals (OR=0.38).
- This inverse relationship was consistent across subgroups and showed a significant non-linear trend.
Conclusions:
- An inverse association exists between BMI and AAC prevalence.
- Overweight and obesity may paradoxically offer protection against vascular calcification.
- Evidence supports the
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