Compared with other pathological types, M2 macrophages (p < 0.01) and CD56 bright NK cells (p < 0.05) were highly enriched in the patients with NM and ALM pathological type (Additional file 2: Fig. S2). The gene discussed is NCAM1; the disease is acral lentiginous melanoma.