In this study, we identified SYP and RGS4 as novel diagnostic markers for AD, and found that myeloid cells may participate in neuroinflammation and thereby contribute to synapse loss in the pathogenesis of this disease. The gene discussed is SYP; the disease is Alzheimer disease.