Recent structural studies on the therapeutic antibodies targeting PD-1, PD-L1, and CTLA-4 have improved our understanding of the molecular mechanisms underlying the antitumor activities of these antibodies, thereby providing invaluable information needed for the rational development of better immunotherapies of cancer. This evidence concerns the gene CD274 and cancer.