We also observed that decreases in hemoglobin and albumin levels correlated with lower MoCA scores, reflecting the impact of anemia and malnutrition in CKD on brain oxygenation and metabolism, exacerbating cognitive impairment. Here, ALB is linked to anemia (phenotype).