ML predicted five classes with clearly defined spatial distribution: class 1, melanoma in situ; class 2, predominantly tumor; class 3, cells of the tumor microenvironment; class 4, enriched in CD146-high regions; and class 5, enriched in CD146-low regions. Here, MCAM is linked to melanoma.