Using a reverse translational approach, we initially assessed the prognostication power of TIMP1 in comparison with CD8A in the GDC-TCGA-SKCM melanoma dataset [40], a cornerstone model for ICT research [19, 20]. This evidence concerns the gene TIMP1 and melanoma.