CD274 and melanoma: Gene expression analysis by Laurin et al. showed that PGC-1, master regulator of mitochondrial biogenesis, correlates negatively with the expression of several immunosuppressive proteins, including galectin-9, PD-L1 and PD-L278 in melanoma.