Most diseases are not caused by one gene alone - there is no 'obesity gene' or 'heart disease gene' - but by the interaction of lots of genetic and environmental factors.
Alzheimer's is probably caused by a complex interaction of many genes, and it is possible those with the APOE4 gene are less able to repair their injured brains.