As SNPs in genes related to the PD-1 axis are associated with autoimmune diseases [12,14,15,16,17,18,19,20,21,22] and irAEs are correlated with treatment outcome of ICIs [39,40], it is conceivable that these SNPs are also associated with irAEs. This evidence concerns the gene PDCD1 and autoimmune disease.