In this study, GDF-15 was found to be a significant and independent factor affecting coronary artery calcification in individuals over 65 years of age without a history of cerebrovascular, cardiovascular, or peripheral artery disease. The gene discussed is GDF15; the disease is peripheral arterial disease.