Chronic inflammation in PD raises pro-inflammatory cytokine levels, leading to reduced lymphocytes, anemia, and platelet dysregulation, while malnutrition, caused by dysphagia, decreased appetite, and medication side effects, lowers albumin levels as the liver shifts to acute-phase protein production [38,39,40]. Here, ALB is linked to anemia (phenotype).