Significantly, we have provided evidence of defined CAF-subtypes specific gene signatures as well as Tie2-pathway signature in fibroblast clusters in two independent single cell studies of HNSCC tumors [44, 45]. This evidence concerns the gene TEK and head and neck squamous cell carcinoma.