Other ALB-derived indices, including the albumin-to-globulin ratio (AGR) and hemoglobin-albumin-lymphocyte-platelet (HALP) score, have shown significant associations with progression-free survival (PFS) and cancer-specific survival (CSS) in metastatic PCa patients, emerging as valuable prognostic indicators (50, 51). The gene discussed is ALB; the disease is cancer.