ADHD‐PRS is associated with a more severe disease presentation in individuals with cognitive impairment due to dementia, characterized by impaired executive function, elevated tau pathology, and hypometabolism in the frontal and parietal cortices. Here, MAPT is linked to Cognitive impairment.