Following this, dimensionality reduction via LASSO regression led to the identification of four genes for the construction of a diagnostic model for PD (EGF, BRCA1, LEPR, and APP; p-value < 0.1; Figure 3A, 3B). This evidence concerns the gene LEPR and Parkinson disease.