APOE and Parkinson disease: Importantly, genetic factors—such as variants in GBA, APOE, SNCA, and WWOX/MAF—have been shown to influence cognitive trajectories in PD (Chang et al., 2024; Pedersen et al., 2021; Szwedo et al., 2022; Yuan et al., 2025).