Many of the genes including CD44 [24], BMI1 [25], c-MET [26], NOTCH1 [27], ALDH1 [28], and SOX2 [29] have been associated with poor prognosis in HNSCC. Here, ALDH1A1 is linked to head and neck squamous cell carcinoma.