Our in silico analysis on The Cancer Genome Atlas and ex vivo experiments on human primary melanoma samples revealed that increased ICAM-1 expression positively correlated with increased immunogenicity of human melanoma cells and correlated with increased immune cell infiltration. This evidence concerns the gene ICAM1 and melanoma.