Patients in the DR group had a higher BUN, serum albumin, creatinine, glycated hemoglobin, ALP, systolic blood pressure, and length of time with diabetes than those in the non-DR group (p < 0.05). The gene discussed is ALB; the disease is diabetes mellitus.