Multiplex immunofluorescence staining results furtherer confirmed GZMA+ cells and GSDMB+ cells are secreted by CD8 + T cells and NK cells, suggesting ruduced tumor immune cells leading to lower pyroptosis capability on anti-melanoma properties. This evidence concerns the gene GZMA and melanoma.