LDL cholesterol was more strongly associated with percent body fat than body mass index and waist circumference in a health screening population

The correlation with 7-year change in LDL cholesterol was stronger for that in PBF than that in BMI or WC. Incident hyper-LDL cholesterolemia was significantly associated with PBF, but not with BMI or WC, in men.