We assessed the entire ALDH family and found a select number of isoforms, ALDH1A3, ALDH2, ALDH3B1, ALDH7A1, and ALDH18A1, to be associated with survival in HPV16+/p53WT HNSCC. Here, ALDH3B1 is linked to head and neck squamous cell carcinoma.