Although these abnormalities are prevalent in APOE4 carriers independent of PD and PD-related cognitive impairment when compared to non-carriers and HCs as well [14,15], limited studies have investigated the effect of APOE4 on these specific structural MRI measures and explored their potential relationship with cognitive function in PD. Here, APOE is linked to Cognitive impairment.