This finding aligns with a previous report’s finding that COL1A1 produced by fibroblasts interacts with CD44 in cancer cells, facilitating tumor progression in both HPV-positive and HPV-negative HNSCC [51]. This evidence concerns the gene COL1A1 and head and neck squamous cell carcinoma.