In the final stages of ATLL development, when Tax expression is suppressed, other factors play a central role in malignant transformation, such as HBZ, changes in miRNAs, and inactivation of TP53INP1. The gene discussed is HBZ; the disease is adult T-cell leukemia/lymphoma.