More specifically, E2F1, E2F3, E2F4, E2F6, and E2F7 might be reliable diagnostic molecules, and E2Fs (excluding E2F3) were closely related to the clinical features (except for metastasis) of HNSCC. Here, E2F7 is linked to head and neck squamous cell carcinoma.