These results showed that cancer cells with higher ATG9B expression had a phenotype closer to epithelial cells, which might partially explain the negative correlation between ATG9B expression and PNI and lymphatic vascular invasion in HNSCC. This evidence concerns the gene ATG9B and head and neck squamous cell carcinoma.