While the prognostic role of the human leukocyte antigen (HLA) class I-dependent immune activity is linked to autoimmune diseases, and HLA class I-dependent CD8+ T cells are required for immune checkpoint blockade anti-tumor activity, it is poorly known whether HLA class I is predictive of toxicity to ICIs [36,37,38]. Here, CD8A is linked to autoimmune disease.