These findings indicate that factors beyond genetics, such as SDoH, are significant predictors of dementia risk and should be further examined to better understand associations with APOE4 and modifiable risk factors, ultimately supporting the development of future prevention therapies. This evidence concerns the gene APOE and dementia.