APOE and Cognitive impairment: Apolipoprotein E (APOE) epsilon4 (ε4) is a major genetic risk factor for late-onset Alzheimer’s disease (AD), with women exhibiting heightened vulnerability to APOE ε4-associated cognitive impairment.