Nine variables were selected based on their statistical significance: Gender, Age, Stroke, Carotid Atherosclerosis, Hypertension, Creatinine, Lipoprotein(a), Albumin to Globulin Ratio, and Homocysteine. This evidence concerns the gene ALB and carotid atherosclerosis.