Building on this foundation, we applied this methodology to pancreatic cancer, which is characterized as a 'cold tumor’ due to its microenvironment being enriched with a substantial number of immunosuppressive cells, such as Tregs and MDSCs, thereby significantly limiting the infiltration and activation of CD8+ T cells. This evidence concerns the gene CD8A and neoplasm.