In another retrospective study analyzing 81 HNSCC patients treated with PD-1 or PD-L1 inhibitors, a significantly poorer outcome was observed in HPV-negative former or current smokers than in those who never smoked [102]. The gene discussed is PDCD1; the disease is head and neck squamous cell carcinoma.