Here, we review the role of and recent advances in immune checkpoint blockade in common subtypes of PTCL, focusing on the anti-tumor immune responses to PD-1/PD-L1 blockers. The gene discussed is CD274; the disease is mature T-cell and NK-cell non-Hodgkin lymphoma.