Associations with clinical parameters were analyzed using t-tests, Spearman correlations, logistic regression, and random forest modeling.<h4>Results</h4>HNSCC-derived large EV showed significantly higher EGFR and MUC1, but lower EPCAM expression compared to controls. This evidence concerns the gene EPCAM and head and neck squamous cell carcinoma.