Of these 12 genes, CXCL13, SHC4, WNT4 and CHP2 were detected only using our computational method (i.e., not reported before in melanoma microarray studies) but exhibit important positions in melanoma driver gene signaling pathways (Fig. 2). This evidence concerns the gene CHP2 and melanoma.