The results showed that the alteration subtypes of common driver genes including EGFR G719X, KRAS G12C, MET amplification, and SNVs/INDELs of ALK, RET, and ROS1 in NSCLC are associated with higher PD‐L1 expression or higher TMB value. The gene discussed is ALK; the disease is non-small cell lung carcinoma.