Key result
Higher BMI linked to ~31% increased cardiovascular risk biomarker in short-stature women.
Cross-Sectional (n=83)
In low-income women with short stature, BMI is strongly associated with cardiovascular risk biomarkers, suggesting that lower BMI cut-offs (e.g., ~24 kg/m2) should be considered to detect cardiovascular risk in this specific population.
Objective The study aimed to investigate which anthropometric indicator are most associated with cardiovascular risk (CVR) in low-income women with short stature and to determine the cut-off point that best determined CVR. Methods This cross-sectional study was conducted with meticulous attention to detail. We evaluated a comprehensive range of sociodemographic and anthropometric data, including body mass index (BMI), waist circumference, waist-to-hip ratio, waist-to-height ratio, and body adiposity index. Additionally, dietary and biochemical data such as glucose and lipid profile, ultrasensitive C-reactive protein (CRP), and blood pressure were assessed in 83 women. Body composition was measured using dual-energy X-ray absorptiometry. Results Approximately 85% had excess total body fat, 70% had low levels of high-density lipoprotein and increased levels of ultrasensitive CRP, 29.3% were hypercholesterolemic, and 13.4% were hypertensive. Multivariate logistic regression analyses indicated that BMI was the most associated factor of CVR (ultrasensitive CRP) (OR: 1.31, 95% CI: 1.10–1.56). The area under the receiver operating characteristic curve was 0.64 for cholesterol (95% CI 0.517–0.766; p = 0.04) and 0.72 for ultrasensitive CRP (95% CI 0.601–0.840; p = 0.002). BMI cut-off points with the best balance of sensitivity and specificity were 24.0 kg/m 2 for identifying hypercholesterolemia and 23.8 kg/m 2 for identifying elevated high-sensitivity CRP levels. Conclusion BMI was the most associated factor of CVR in low-income women with short stature. The results indicate that more sensitive BMI cut-off points should be considered to detect CVR in this population group.
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Britto et al. (2026) conducted a cross-sectional in Cardiovascular risk (n=83). Body mass index (BMI) was evaluated on Cardiovascular risk (ultrasensitive CRP) (OR 1.31, 95% CI 1.10-1.56). Body mass index was the anthropometric indicator most associated with cardiovascular risk (ultrasensitive CRP) in low-income women with short stature (OR 1.31; 95% CI 1.10-1.56).
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