PI3K-AKT-mTOR signaling genes, which are frequently up-regulated in lymphomas including ATLL, were primarily up-regulated in CD4 Tem and CD4 proliferating T-cells. This evidence concerns the gene AKT1 and adult T-cell leukemia/lymphoma.