While most studies have investigated the mutational profile of tumors as a surrogate for “tumor antigenicity” as a potential pre-treatment biomarker of responsiveness to checkpoint blockade, a recent study specifically examined the mutational profile of resistant lesions that arose in patients with melanoma who previously benefitted from PD-1 therapy. Here, PDCD1 is linked to melanoma.