HHIPL2 and melanoma: The other genes among the top ten upregulated genes are also associated with melanoma progression and metastasis formation through different signalling pathways; for example, ALPK2 is involved in cancer by regulating the cell cycle and DNA repair [46], and HHIPL2-has been linked to Hedgehog signalling in gastric cancer [47].