ALB and Abnormal emotional state: Taken together, these results outline a metabolic–emotional profile in hemodialysis, in which more favorable biochemical patterns—higher albumin and calcium and lower β2-microglobulin—are associated with lower psychological distress, while female gender emerges as a cross-cutting susceptibility factor.