Genes of special interest previously associated with various types of cancer where the SMAD6 and SOCS3 genes coupled to aggressive kidney cancer [54–56], and the MX2 gene with suggested role in melanoma pathogenesis [57]. This evidence concerns the gene SOCS3 and kidney cancer.