In the present study, we identified that the genes with the most significant change rates, such as MUC4 and PI3, are not necessarily associated with prognosis; however, EGFR and CD44 were associated with global survival in HNSCC, confirming previous findings [49]. Here, PI3 is linked to head and neck squamous cell carcinoma.