Notably, correlations with clinical parameters also suggest that interactions via the PD-L1/PD-1 pathway in HNSCC should be understood as a multidirectional interplay between different cell types, with the spatial location of those interactions appearing to play a critical role in tumor outcome. This evidence concerns the gene CD274 and head and neck squamous cell carcinoma.