Despite persisting challenges, including formulation consistency and clinical translation enhancement, functionalized albumin nanoparticles provide versatile solutions with promising advancements for treating brain tumors, neuroinflammatory disorders, and neurodegenerative diseases. The gene discussed is ALB; the disease is neurodegenerative disease.