Recent studies have found that the PD-1 expression is up-regulated in lung cancer, gastric cancer, hepatocellular carcinoma, multiple myeloma, breast cancer, renal cell carcinoma and melanoma [22–28]. The gene discussed is PDCD1; the disease is plasma cell myeloma.