The study investigates the mechanism by which PD‐L1 regulates TAMs polarization in TME and promotes malignant progression of NSCLC, providing a new theoretical basis for PD‐L1 targeted therapy of NSCLC. Here, CD274 is linked to non-small cell lung carcinoma.