By undertaking unsupervised hierarchical clustering of gene expression profiles, Jönsson and collaborators were able to categorise melanomas into four biologically relevant subgroups; MITF‐low/proliferative, high‐immune response, MITF‐high/pigmentation and normal‐like 19. Here, MITF is linked to melanoma.