In conclusion, after reviewing many studies and evaluating multiple variables, this study demonstrated that diabetes duration, BUN, and Hb levels are independent risk factors for PAD in patients with T2DM. The gene discussed is GSTM1; the disease is type 2 diabetes mellitus.