The same study also revealed the presence of proteins belonging to melanoma oncogenic pathways, including proto-oncogenes (NRAS, tyrosine-protein kinases Src, c-Met, and c-Kit), epidermal growth factor receptor (EGFR), and melanoma cell adhesion molecule (MCAM), which may all be involved in early melanoma development. Here, EGFR is linked to melanoma.