Furthermore, data from lung adenocarcinoma patients has confirmed that high PD-L1 expression on macrophages was correlated with the presence of EGFR mutation, a lower cancer grade, and a shorter cancer-specific overall survival [33]. This evidence concerns the gene EGFR and cancer.