Adding to the growing body of evidence, enabled by The Cancer Genome Atlas (TCGA) a recent pan-cancer analysis of almost 10,000 tumors showed that PD-L1 CNG were abundant in many cancer types with both focal and non-focal gains typically occurring at frequencies between 2% and 10% [8]. The gene discussed is CD274; the disease is cancer.