APOE and Alzheimer disease: This study employed an integrated in silico framework to systematically identify and evaluate potentially deleterious non-synonymous SNPs (nsSNPs) in the human ApoE gene, focusing on their structural, functional, and pathological relevance to Alzheimer’s disease (AD).