ALB and chronic kidney disease: At present, standard diagnostic methods for CKD rely primarily on serum creatinine tests, which include assessments of Glomerular Filtration Rate (GFR) and urine Albumin-to-Creatinine Ratio (ACR) (Chen et al., 2019).