Firstly, our study is the first meta-analysis and systematic evaluation of irAEs after treatment of NSCLC with anti-PD-1 or anti-PD-L1 and reconciled previous contradictory results. This evidence concerns the gene PDCD1 and non-small cell lung carcinoma.