In this study, our model showed that serum bicarbonate concentrations less than 22 mmol/L were significantly influenced by urine volume, serum albumin and dialysis vintage, adjusting forage, sex, diabetes mellitus, nPCR as a marker of catabolism and hsCRP as a marker of inflammation. Here, ALB is linked to diabetes mellitus.