Using the nomogram, we developed individualized PD risk prediction models including CD8+ Tn cells, LD CD4+ T cells, and independent risk factors such as the status of diabetes mellitus, smoking, alcohol consumption, and tea consumption. The gene discussed is CD4; the disease is Parkinson disease.