In conclusion, Intra-tumoral adipogenesis activity did not reflect the similar cancer biology as abundance of adipocytes, but was associated with cancer metabolism and less CD8+ T cells and high M2 macrophage infiltration. This evidence concerns the gene CD8A and cancer.