Here we use single-cell and spatial expression approaches to identify a distinct TREM2+ VCAM1+ macrophage population within the highly proliferative neighborhood of naïve human BCCs, which we call skin cancer-associated macrophages (SCAMs). Here, VCAM1 is linked to skin neoplasm.