VIM and melanoma: One of our observations was the identification of key genes contributing to the evolution of transcriptional states, including VIM, JUN, MLANA and EGR1. These elevated oncogenic signaling pathways were also observed in malignant transformation of SKCM23 and uveal melanoma14,33, suggesting a shared genetic kinship of the initiation among different categories of melanoma.