# Exploring Metabolic Obesity Phenotypes and Atherosclerotic Cardiovascular Disease Risk in Arab Adults

**Authors:** Kaiser Wani, Balvir Kumar, Nasser M. Al‐Daghri, Shaun Sabico

PMC · DOI: 10.1111/cob.70032 · Clinical Obesity · 2025-06-27

## TL;DR

This study finds that using a specific obesity measure called VAI is better than BMI at predicting heart disease risk in Saudi adults with a healthy metabolism.

## Contribution

The study introduces VAI as a more accurate measure than BMI for assessing ASCVD risk in metabolically healthy obese individuals.

## Key findings

- Metabolically healthy obese individuals had higher ASCVD risk scores than normal weight individuals.
- Using VAI instead of BMI showed similar ASCVD risk between metabolically healthy obese and normal groups.
- VAI outperformed BMI in identifying ASCVD risk in metabolically healthy obese Saudi adults.

## Abstract

This study investigates the 10‐year atherosclerotic cardiovascular disease (ASCVD) risk in different metabolic obesity phenotypes in Saudi adults. A cohort of 5460 adults (aged 40–79) was categorised based on metabolic status, body mass index (BMI), and visceral adiposity index (VAI). Using the ASCVD Risk Estimator Plus, the 10‐year risk scores were calculated and explored in different metabolic phenotypes. Females showed higher obesity prevalence, while males had a higher metabolically unhealthy phenotype prevalence. Despite being considered healthy by traditional metrics, individuals with Metabolically Healthy Obesity (MHO) exhibited significantly higher ASCVD risk scores compared to Metabolically Healthy Normal Weight (MHNW) counterparts (2.44 vs. 1.34 in females, p < 0.001; 9.60 vs. 6.72 in males, p = 0.008). When obesity was defined by BMI, in men, MHO showed a substantially higher age‐adjusted odds ratio (OR) for greater ASCVD risk than MHNW (OR = 2.04, 95% CI 1.3–3.3, p = 0.003). However, when obesity was characterised by VAI rather than BMI, ASCVD risk in metabolically healthy with high VAI (MHHV), equivalent to MHO, was similar to its normal VAI counterpart, independent of gender (OR = 0.92, 95% CI 0.7–1.2, p = 0.55 for females; OR = 1.23, 95% CI 0.9–1.7, p = 0.25 for men). The study provides insights into ASCVD risk in multiple metabolic and obesity phenotypes among Saudi individuals, indicating that VAI outperforms BMI in identifying the metabolically healthy obese phenotype.

## Linked entities

- **Diseases:** atherosclerotic cardiovascular disease (MONDO:1060134), obesity (MONDO:0011122)

## Full-text entities

- **Diseases:** ASCVD (MESH:D050197), Metabolic Obesity (MESH:D000067329), visceral adiposity (MESH:D007418), Obesity (MESH:D009765)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12603341/full.md

## References

60 references — full list in the complete paper: https://tomesphere.com/paper/PMC12603341/full.md

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Source: https://tomesphere.com/paper/PMC12603341