Although a positive correlation between current smoker status and GDF-15 concentrations was observed in the present study, current smoking might not explain the present results, because when the analysis was performed among non-current smokers, the association between serum GDF-15 concentrations and atherosclerosis became slightly stronger. The gene discussed is GDF15; the disease is atherosclerosis.