This work not only used three sets to verify the ability of the model to predict the prognosis of patients but also explored the possible role of ferroptosis in the progression of HNSCC from the perspective of the immune microenvironment and TP53 mutation. The gene discussed is TP53; the disease is head and neck squamous cell carcinoma.