By integrating genomic sequencing with various transcriptomic approaches and a 22-plex CODEX panel, the authors identified molecular tumor subtypes characterized by increased epithelial-mesenchymal transition and spatial enrichment of APOE+ CD163+ macrophages as markers of invasive acral melanoma, with a worse prognosis (28). This evidence concerns the gene APOE and acral lentiginous melanoma.