In particular, the molecular modules of PD-R suggested the potential roles of neuroinflammation, oxidative stress, metabolism, and AD pathways, along with PI3K/AKT and angiogenesis pathways in rapid PD progression (see Fig. 4). This evidence concerns the gene AKT1 and Parkinson disease.