As depicted in Fig. 3A, the associations between risk score and various characteristics including gender, TNM stage, clinical stage, age, cancer status, and TP53 mutation status in the TCGA-HNSCC samples were illustrated via violin plots and the results indicated that the risk score exhibited a positive correlation with the presence of lymphatic metastasis in patients. Here, TP53 is linked to head and neck squamous cell carcinoma.