Although subgroup analyses could not draw statistically significant conclusions, PD-1 might cause a higher risk trend for pneumonitis (Fig. 2A and C) [1–3, 5–11, 13, 15–27, 29–34, 69–73, 75–80], which laid the foundation for the following Mirror-pairing meta-analysis. Here, PDCD1 is linked to pneumonitis.