ALB and stage 5 chronic kidney disease: Zhang et al. hypothesized that the PNI, which reflects nutrition, immunology, and inflammation—all of which are closely related to diabetic nephropathy (DN)—may be a more reliable predictor of end-stage renal disease (ESRD) in patients with DN than serum albumin, the inflammation index, or the lymphocyte count [62].