During SPP logistic analysis using the stepwise methods, SPP-Dorsal Area (but not SPP-Plantar Area), creatinine, C-reactive protein, and total choline were chosen as covariates, and all of these covariates were significantly correlated with PAD (p < 0.05). This evidence concerns the gene CRP and peripheral arterial disease.