In this review, we summarized the newly updated data about immunotherapy in EGFR mutant NSCLC in term of pre-clinical study, programmed cell death protein ligand 1 (PD-L1) expression, tumor mutation burden and treatment. This evidence concerns the gene CD274 and neoplasm.