The study indicated that TP53, CDKN2A, PIK3CA, LRP1B and FLG were the most frequently mutated genes among the four metabolic subtypes in HNSCC (Fig. 6A and Additional file 1: Figure S2). Here, PIK3CA is linked to head and neck squamous cell carcinoma.