ALB and Hypoalbuminemia: While hypoalbuminemia and hyperglobulinemia have individually been associated with AKI, the total protein to albumin ratio (TP-ALB ratio) integrates their combined effects, potentially serving as a stronger predictor of systemic inflammation and endothelial dysfunction (8, 9).