After adjusting for age, DM, Charlson index, baseline albumin, Kt/V, estimated glomerular filtration rate (eGFR), and other factors (serum sodium, potassium, nitrogen balance, and DEI), subgrouping of longitudinal DPI levels were significantly associated with survival. This evidence concerns the gene ALB and diabetes mellitus.