In addition, using a machine learning model with a random forest algorithm and a multivariate Cox proportional hazards model with statistical analysis, we investigated the impact of PD-L1 expression on the postoperative recurrence of NSCLC. Here, CD274 is linked to non-small cell lung carcinoma.