Our study also re-iterated the importance of accounting for the survivor effect in AD research, in relation to both the overlap between CVD and AD risk factors (namely APOE-ε4 here) and the fact that individuals with late-onset AD will typically have had an otherwise healthy profile given their longevity. This evidence concerns the gene APOE and Alzheimer disease.