Such an approach of low, medium, or high PD-L1 expression on single CTCs has been demonstrated to more accurately stratify patient response to ICI therapy [31,39], and may start to tease out associations with tumour expression and survival outcomes not currently seen in reported studies of HNSCC. Here, CD274 is linked to head and neck squamous cell carcinoma.