APOE and diabetes mellitus: The previous study revealed that these risk factors, namely older age, depression, diabetes, current smoking, and APOE ε4 carriage, were individually linked to inferior cognitive performance, while protective factors such as higher education levels and vigorous physical activity were associated with better cognitive performance (Lipnicki et al., 2019).