Further validation in the GSE103322 HNSCC single-cell database (comprising 18 samples, all of which are from OSCC cases) confirmed that HAS1 was predominantly expressed in fibroblasts within OSCC (Fig. 4h). This evidence concerns the gene HAS1 and head and neck squamous cell carcinoma.