These results indicate that the expression levels of the MAP4, GPT, and HIRIP3 genes are closely related to the degree of immune infiltration, suggesting that these genes may play important roles in regulating the infiltration of immune cells into specific tissues or regions, thus influencing relevant physiological or pathological processes of AD. The gene discussed is MAP4; the disease is Alzheimer disease.