Tumor islet-infiltrating M2 macrophages influence the prognosis of NSCLC patients, and the analysis of M2 macrophages and PD-L1 in combination may enhance the accuracy of prognostic prediction45. Here, CD274 is linked to non-small cell lung carcinoma.