STRING-based analysis showed that MMP7, MMP11, and MMP14 formed dense interaction networks with other ECM-related genes, indicating their regulatory significance in SCC and melanoma progression (Fig. 2A–C). This evidence concerns the gene MMP11 and melanoma.