ALB and chronic kidney disease: Created either through a step-forward or step-backward approach, the DROP CKD models were more accurate at predicting progressive CKD based on baseline biomarker expression in the Predictive Model cohort than the traditional kidney function measurements sCr, eGFR, Alb or ACR in solitude (Figure 2).