In this study, PNI was evidenced to be an independent protective factor for kidney disease progression to ESRD in individuals with biopsy-confirmed DN and T2DM, even after adjustment for serum albumin and anemia. The gene discussed is ALB; the disease is type 2 diabetes mellitus.