Immunological parameters in the tumour microenvironment can be predictive of response to PD-1 inhibitors, with the most commonly reported predictive biomarker being PD ligand-1 (PD-L1) expression in tumour tissue12,13. The gene discussed is CD274; the disease is neoplasm.