In our study, among the six SNPs analyzed, only rs1846190G>A, a regulatory region variant in HLA-DRB1, and rs1354106T>G, an intron variant in CD33, showed a significant association with AD in the Lebanese population. This evidence concerns the gene HLA-DRB1 and Alzheimer disease.