Hierarchical cluster analysis identified two distinct subsets, one subset of HNSCC patients with high frequency of smoking, tobacco chewing habits, GSTM1 null and CYP1A1 (CC) variant genotype. Here, CYP1A1 is linked to head and neck squamous cell carcinoma.