Subsequently, we conducted a joint analysis of proteomic data and TCGA human melanoma RNA-seq data, and found that the mRNA and protein levels of 34 genes, including DSE, VEPH1, SFRP4, TTN, STSE, were consistently down-regulated in melanoma tissues (Fig. 1C). Here, VEPH1 is linked to melanoma.