APOE and Alzheimer disease: Furthermore, the "Triple Hit" group exhibited significantly worse cognitive impairment than the "Pure AD" group (P < 0.001), independent of age and education.<h4>Conclusions</h4>Vascular pathology is a critical mediator of cognitive failure in AD, particularly in APOE ε4 carriers.