In the present study, melanoma cells were defined as CD45-negative and CD31-negative cells (excluding leukocytes and endothelial cells) that co-expressed at least one of the classical melanoma-related antigens, namely CD146, CD166 or CD63. Here, PECAM1 is linked to melanoma.