Based on predictive computational models that include PD-L1 and immunosuppressive biomarkers, Bates et al. propose how HNSCC patients can be stratified according to how likely they are to respond to immunotherapy [27]. The gene discussed is CD274; the disease is head and neck squamous cell carcinoma.