However, prior studies have reported inconsistent associations between NPS and AD-related biomarkers and APOE ε4 carriership (e.g., [42, 43]), suggesting that neurobiological factors alone cannot explain these sex differences. This evidence concerns the gene APOE and Alzheimer disease.