ALB and chronic kidney disease: In the comparative analysis of CKD stages, it was observed that patients in CKD stages 4–5 exhibited a gradual decline in HGB levels, TP, and ALB, while P and PTH levels showed a gradual increase compared to CKD stage 3 patients.