This suggests that a healthy lifestyle, including a balanced diet, is an independent protective factor against dementia, and APOE ε4-negative individuals are more sensitive to lifestyle modification, which is in accordance with our findings that APOE ε4-negative MCI individuals had a stronger association between the PFAA profile and AD development. Here, APOE is linked to dementia.