Reprogrammed by CGA, the reduced expression of PD-L1 could be an important sign of differentiation in cancer cells, and the pathway involves with, at least, IFN-γ/JAK/pSTAT1/IRF1/PD-L1. The gene discussed is CD274; the disease is cancer.