APOE and Brain atrophy: It is therefore possible that longitudinal follow-up may reveal the potential effect of APOE genotype on the association between regional brain atrophy and spatial navigation decline, and that functional brain changes associated with spatial navigation performance may be more susceptible to the effect of the APOE ε4 allele than structural brain changes.