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Updated: Feb 25, 2026

Author Spotlight: Assessing the Cardiovascular Profile of Patients with Metabolic Syndrome
Published on: September 27, 2024
Association Between Body Mass Index and Cardiometabolic Risks Among Malay Obese Adults
Azlina Daud1, Siti Zuhaidah Shahadan1
11 International Islamic University Malaysia, Kuantan, Pahang, Malaysia.
Body mass index (BMI) in obese adults shows the strongest link with waist circumference and high-sensitivity C-reactive protein (hs-CRP). Future strategies should target these cardiometabolic risk factors for better health outcomes.
Area of Science:
- Cardiology
- Metabolic Health
- Obesity Medicine
Background:
- Cardiometabolic risk (CMR) encompasses factors predicting cardiovascular diseases and diabetes.
- Obesity is a significant contributor to cardiometabolic risk.
- Understanding the relationship between body mass index (BMI) and CMR is crucial for intervention.
Purpose of the Study:
- To investigate the association between cardiometabolic risk factors and body mass index (BMI) in obese adults.
- To identify key CMR indicators strongly correlated with BMI in this population.
Main Methods:
- Quantified CMR factors including waist circumference, blood pressure, blood glucose, lipid profiles, and hs-CRP.
- Analyzed correlations between BMI and various CMR indicators in 82 obese adults.
Main Results:
- BMI exhibited the highest correlation with waist circumference (r = .618).
- Weak correlations were observed between BMI and systolic/diastolic blood pressure, and hs-CRP.
- Very weak correlations were found between BMI and fasting blood glucose, total cholesterol, LDL, HDL, and triglycerides.
Conclusions:
- Waist circumference and hs-CRP are the most significant cardiometabolic risk indicators associated with BMI in obese adults.
- Future strategies for reducing CMR in obese individuals should prioritize interventions targeting waist circumference and hs-CRP levels.
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