A previous report suggests that HPV− HNSCC is characterized by a tobacco-associated mutational signature, while HPV+ cancers display an APOBEC3 signature and APOBEC3-mediated driver mutations, including characteristic helical domain PIK3CA mutations [8]. The gene discussed is PIK3CA; the disease is head and neck squamous cell carcinoma.