The Lasso Cox regression model was used to assess the diagnostic genes with a high accuracy, which were SLC18A2, TAC1, PCDH8, KIAA0319, PDE6H, AXIN1, and AGTR1. CIBERSORT was used to assess immune cell infiltrations in PD. Here, SLC18A2 is linked to Parkinson disease.