A comprehensive study explores how polygenic risk scores for late-onset Alzheimer’s disease (LOAD) influence early-onset (EOAD) cases. While these scores do not independently predict EOAD onset or cognitive decline, they reveal significant associations with synaptic damage markers like SNAP-25 and amyloid deposition.