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. This evidence concerns the gene AXIN1 and Parkinson disease.