Interestingly, among APOE-ε4 carriers, only having less than upper secondary education was associated with greater dementia risk, whereas dementia risk remained elevated across all income levels (intermediate and low) when compared to those with high family income (S11.a Table in S1 File). This evidence concerns the gene APOE and dementia.