Among the 20 genes examined, 4 of them (including NRAS, RAF1, HPRT1 and ITPR1) exhibited a significantly negative correlation with the CD40 expression level in melanoma cells, suggesting a potential negative regulatory role for RAS signaling in CD40 mRNA expression in melanoma cells from patient tumors. This evidence concerns the gene RAF1 and melanoma.