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Across the healthy adult lifespan, our brain’s undergo widespread structural change. Many of these changes – occurring gradually across life – are not qualitatively distinct from atrophy patterns seen in Alzheimer’s disease (AD), raising the possibility accelerated longitudinal brain change across healthy adult life may relate to genetic AD‐risk.

We modelled subject‐specific structural brain change relative to that expected given age, in dense longitudinal adult lifespan data (1430 scans from 420 individuals aged 30 to 89 years; 2‐7 timepoints). Using polygenic AD scores (PRS‐AD) from four GWAS, we tested PRS‐AD associations with age‐relative change in early Braak stage regions – namely hippocampus, entorhinal cortex, amygdala, and medial temporal cortex. Next, to empirically identify features with accelerated change in AD, in ADNI data (scans = 4410; N = 978) we applied machine …