ABCA7 gene is identified as significant in familial AD cases, with five pathogenic variants found. Its mutations correlate with earlier onset and are linked to specific phenotypes, suggesting a crucial role in the disease's pathogenesis and mechanisms. This evidence concerns the gene ABCA7 and Alzheimer disease.