ROC analysis revealed limited discriminatory power of Lp(a) for diagnosing atherosclerosis (AUC = 0.5464), although PRC analysis showed high sensitivity and precision in both Kazakh and Russian subgroups at lower thresholds. This evidence concerns the gene LPA and atherosclerosis.