Skeletal muscle mass index, body fat percentage visceral fat area, minerals, and total body water are strongly correlated with dyslipidemia and can serve as predictors. Our study indicates that body composition is closely related to dyslipidemia. Accordingly, body composition assessment can be introduced in health check-ups for early screening, and interventions involving exercise and diet can be implemented for at-risk populations, providing comprehensive support for the prevention and control of dyslipidemia.
Yao et al. (2026) studied this question.