Overall, single-cell and spatial characterization of melanoma intra-tumor heterogeneity demonstrate that increased ZEB1 expression is correlated with decreased MITF and SOX10 levels and increased NGFR or SOX9 expression, thus highlighting the importance of ZEB1 in vivo in both the NCSC and mesenchymal cell populations. This evidence concerns the gene SOX9 and melanoma.