In contrast, genes that were commonly downregulated in sensitive and resistant melanoma spheroids, including MMP16, IGF1R and FLOT1, are associated with malignancy, and several studies have reported that these genes are related to the aggressive behaviour of melanoma [45, 46]. Here, FLOT1 is linked to melanoma.