Further highlighting the complex relationship between HLA variability and ICB response, Rodig et al. [82] recently reported differential effects of response for MHC-I/II in advanced melanoma patients, with MHC-I and MHC-II expression correlating with anti-CTLA-4 and anti-PD-1 efficacy, respectively. Here, PDCD1 is linked to melanoma.