Here, the authors describe a new hypermutated phenotype due to germline mutations and subsequent somatic loss of heterozygosity of MBD4, and a dramatic response to the PD-1 inhibitor pembrolizumab in a patient with a MBD4-inactivated hypermutated uveal melanoma. Here, MBD4 is linked to uveal melanoma.