For each expected cell type in each region, we selected its marker genes from existing literature [37], which included PMEL for malignant cells in melanoma regions, COL1A1 for fibroblast in stroma regions, MS4A1 for B cells and CD14 for macrophage in lymphoid tissues [37]. This evidence concerns the gene COL1A1 and melanoma.