DEG analysis further revealed upregulation of genes SPRY2 (Bladder), and GAB2 (Non-small cell lung) and downregulation of genes CBL (Endometrial), TGFA (Melanoma) were associated with low survival rate and high risk of death as measured by survival probability and AUC score. This evidence concerns the gene TGFA and melanoma.