As the histopathology of ATLL can resemble other CTCLs (including mycosis fungoides and CD30+ lymphoproliferative disorders), establishing the correct diagnosis requires knowledge of patients’ HTLV-1 status. The gene discussed is TNFRSF8; the disease is lymphoproliferative syndrome.