The difference in the risk of pneumonitis between PD-1 and PD-L1 was evaluated using the Mirror-pairing meta-analysis, accompanied by improvements in the Mirror-pairing method, which indicated a better innovation. This evidence concerns the gene PDCD1 and pneumonitis.