First, univariate analysis revealed that E2F4, E2F5, E2F6, and E2F7 were associated with overall survival (OS) of female HNSCC patients (all HR > 1, P < 0.05) (Fig. 4A). Here, E2F4 is linked to head and neck squamous cell carcinoma.