Multiple logistic regression analysis identified several predictors of subclinical atherosclerosis, including advanced age, male sex, high pretreatment LDL-C level, low Apo A-I/Apo B ratio, and diabetes. This evidence concerns the gene APOB and diabetes mellitus.