ALB and chronic kidney disease: These findings were similar among patients with CKD stage G4 as follows: (i) serum bicarbonate (1 mEq/l increase associated with a 4.6% decrease in monthly costs) and (ii) serum albumin (1 g/dl increase associated with a 52.1% decrease in monthly costs).