The non-immune cell clusters were made up of melanoma cells (MLANA, PMEL, MITF, DCT), endothelial cells (VWF, PECAM1) and fibroblast cells (COL1A1, COL3A1) (Fig. 1C). Here, PECAM1 is linked to melanoma.