In the current study, regression analysis was performed to identify which independent variables—syndecan-1, age, BMI, disease duration, LDL, glucose, and HOMA-IR—thought to be associated with subclinical atherosclerosis, have a substantial impact on the atherosclerotic process of patients in the study population. This evidence concerns the gene SDC1 and atherosclerosis.