As shown in Fig. 3, subgroup analyses of patients by HDL-C level, age, HTN and DM showed a significant association between S100A12 and the risk of PAD in all subgroups (all p value < 0.05). The gene discussed is S100A12; the disease is peripheral arterial disease.