We found that the higher serum level of GDF-15, the greater the risk of cardiovascular disease by chi-square test (Q1: 40%, Q2: 65%, Q3: 70%, and Q4: 85%, P=0.024). The gene discussed is GDF15; the disease is cardiovascular disorder.