A pan‑European analysis (n=5,550) found diabetes was associated with lower odds of amyloid and p‑tau pathology in cognitively impaired patients, but with markers of neurodegeneration (total tau, medial temporal atrophy) in cognitively normal individuals without amyloid — suggesting non‑AD pathways link diabetes to cognitive decline.