Deep phenotypic analysis of circulating B cells from patients and HV demonstrated increased frequencies of DN B cells alongside IL-10+CD95+ plasmablasts, and concurrent collapse in memory B cell subsets in melanoma. This evidence concerns the gene IL10 and melanoma.