In female HNSCC patients, the area under the curve (AUC) of E2F1, E2F3, E2F4, E2F6, and E2F7 were above 0.75, indicating good diagnostic significance (Fig. 6A). This evidence concerns the gene E2F7 and head and neck squamous cell carcinoma.