Multiple stepwise regression analysis was performed using ΔERI as the dependent variable and clinical parameters including age, sex, HD duration, the presence of diabetes, serum albumin, Hb concentrations, and mineral and iron parameters as independent variables. This evidence concerns the gene ALB and diabetes mellitus.