APOE and Mental deterioration: Instead, APOE genotype exerted robust direct effects on both cognitive performance and specific NPS domains.<h4>Conclusion</h4>APOE genotype-particularly the ε4/ε4 homozygous status-is associated with more pronounced cognitive decline and a distinct, severe NPS profile in AD, especially involving delusions, agitation, Euphoria, and irritability.