Furthermore, depression scores followed a similar trend; ANOVA analysis indicated a significant interaction effect where female APOE ε4 carriers exhibited the highest depression levels, corroborating the previous findings that showed females scoring higher on the Hamilton Depression Rating Scale. Here, APOE is linked to major depressive disorder.