Considering the relationship between the risk model and the presence of immune infiltration, and immunotherapy, we further explored the possible roles of the two genes used to construct the model: BTK and DPEP2 genes in the tumor microenvironment of lung adenocarcinoma. The gene discussed is BTK; the disease is lung adenocarcinoma.