An early study in melanoma patients showed that vaccination with the shared antigen gp100 induced weak gp100-reactive T cell responses, but altering anchor residues within the peptide significantly increased its immunogenicity by increasing MHC-I binding affinity (7). The gene discussed is PMEL; the disease is melanoma.