Frequent interactions between PD-L1+ cells and CD8+ cells or PD-1+ cells have been correlated with poor outcomes in HPV- oral and oropharyngeal squamous cell carcinomas, while overall PD-L1+ abundance has not (67, 68). Here, CD274 is linked to oropharynx squamous cell carcinoma.