,19,20 The chronic stimulation by lymphoma results in T cell exhaustion driven by transcription factors such as TOX, EOMES, BATF, and IRF4, which is further affected by the immunosuppressive microenvironment and more lines of therapy.21 The gene discussed is IRF4; the disease is lymphoma.