Therefore, based on the gene expression data of 47 immune checkpoints, such as PD-1 (PDCD1), PD-L1 (CD274), and IDO1, the immune subgroups and prognoses of 761 lung cancer samples from the TCGA and GEO databases were identified. The gene discussed is CD274; the disease is lung carcinoma.