After controlling for variables such as sex, age, education years, and APOE ε4 genotype, the presence of HV+ and FDG (IP)+ significantly increased the risk of cognitive impairment within the A+T+ subgroup, with the risk associated with HV+ being particularly pronounced. Here, APOE is linked to Cognitive impairment.