APOE and dementia: Moreover, the sample size may be too small to detect a potential interaction between the AD-PRSs and diet in relation to dementia since the effect of the AD-PRSs is not as strong as APOE ε4. We found an interaction between the western dietary pattern and APOE ε4 status in relation to incident dementia in both adjusted models.