The possible reasons for the improvement in prognosis associated with skin irAEs are as follows: The skin is abundant of immune cells with the tissue-resident memory CD8 T cells being the primary type, which can initiate the immunologic reaction to eliminate tumor. This evidence concerns the gene CD8A and neoplasm.