These results uncover the SAP18-SIN3-SIRT3 axis that can be pharmacologically targeted by a C21-steroidal agent to suppress T-cell lymphoma and other malignancies. The gene discussed is SIRT3; the disease is T-cell non-Hodgkin lymphoma.