Ten hub genes (GNG3, MAPK1, FPR1, ATP5B, GNG2, PRKACA, HRAS, HSPA8, PSAP, and GABBR2) may be involved in the pathogenesis of PD, among which HRAS may have potential value in predicting the progression of PD. This evidence concerns the gene ATP5F1B and Parkinson disease.